Dr. Xavier Lladó      
Full Professor     dir     dir    dir

   Computer Vision and Robotics Institute
       Dept. d'Arquitectura i Tecnologia de Computadors (ATC)
       Campus Montilivi - Edifici P-IV, Universitat de Girona
       17003 Girona, Spain.

   Phone: +34 682805470 (5437) / fax: +34 972418976

   llado{at}atc.udg.edu






  Journals 


  1. [JMRI 2021] S. Valverde, L. Valencia, Ll. Coll, A. Clèrigues, A. Oliver, J. C. Vilanova, Ll. Ramió-Torrentà, À. Rovira, X. Lladó."Assessing the accuracy and reproducibility of PARIETAL: a deep learning brain extraction algorithm". Journal of Magnetic Resonance Imaging, To appear. 2021. [JCR N IF 4.813, Q1(26/134)] (pdf)
     
  2. [CMIG 2021] V. Abramova, A. Clèrigues, A. Quiles, D. García Figueredo, Y. Silva, S. Pedraza, A. Oliver, X. Lladó. "Hemorrhagic stroke lesion segmentation using a 3D U-Net with squeeze-and-excitation blocks". Computerized Medical Imaging and Graphics, vol 90, pp. 101908, 2021. [JCR RNMMI IF 4.790, Q1(27/314)] (pdf)
     
  3. [FNINS 2021] K. Kushibar, M. Salem, S. Valverde, À. Rovira, J. Salvi, A. Oliver, and X. Lladó "Transductive Transfer Learning for Domain Adaptation in Brain Magnetic Resonance Image Segmentation". Frontiers in Neuroscience, to appear. 2021. [JCR N IF 4.677, Q2(87/272)] (pdf)
     
  4. [NINF 2021] J.Bernal, S.Valverde, K.Kushibar, M.Cabezas, A.Oliver, and X.Lladó, and the Alzheimer's Disease Neuroimaging Initiative. "Generating longitudinal atrophy evaluation datasets on brain magnetic resonance images". Neuroinformatics, 19(3), pp 477-492, 2021. [JCR CSIA IF 4,085, Q2(38/112)] (pdf)
     
  5. [MAGMA 2021] J. Alonso, D. Pareto, M. Alberich, T. Kober, B. Maréchal, X. Lladó and À. Rovira. "Quantitative comparison of subcortical and ventricular volumetry derived from MPRAGE and MP2RAGE images using different brain morphometry software". Magnetic Resonance Materials in Physics, Biology and Medicine, To appear. 2021. [JCR N IF 2.310, Q3(90/134)] (pdf)
     
  6. [ASc 2021] E.E.Carvajal-Camelo, J.Bernal, A.Oliver, X.Lladó, M.Trujillo, and the Alzheimer's Disease Neuroimaging Initiative. "Evaluating the effect of intensity standardisation on longitudinal whole brain atrophy quantification ion brain magnetic resonance images". Applied Sciences, Applied Biosciences and Bioengineering, 11(4), art 1773, 2021. [JCR EM IF 2.679, Q2(38/291)] (pdf)
     
  7. [NI-CL 2020] S. González-Villà, A. Oliver, Y. Huo, X. Lladó, and B.A. Landman. "A fully automated pipeline for brain structure segmentation in multiple sclerosis". NeuroImage: Clinical, 27, art 102306, 2020. [JCR N IF 3.881, Q2(4/14)] (pdf)
     
  8. [CMPB 2020] A.Clèrigues, S. Valverde; J.Bernal; J. Freixenet; A. Oliver; Lladó. "Acute and sub-acute stroke lesion segmentation from multimodal MRI". Computer Methods and Programs in Biomedicine , 194, art 105521, 2020. [JCR CSTM IF 5.428, Q1(13/110)] (pdf)
     
  9. [MAGMA 2020] J. Alonso, D. Pareto, M. Alberich, T. Kober, B. Maréchal, X. Lladó and À. Rovira. "Assessment of brain volumes obtained from MP-RAGE and MP2RAGE images, quantified using different segmentation methods. Magnetic Resonance Materials in Physics, Biology and Medicine, 33, pp. 757-767, 2020. [JCR N IF 2.310, Q3(90/134)] (pdf)
     
  10. [CBM 2020] R. Agarwal, O. Díaz, M. HH. Yap, X. Lladó, and R.Martí, . "Deep learning for mass detection in Full Field Digital Mammograms". Computers in Biology and Medicine. To appear 2020. [JCR MCB IF 4.589, Q1(7/58)] (pdf)
     
  11. [NI-CL 2020] M. Salem, S. Valverde, M. Cabezas, D. Pareto, A. Oliver, J. Salvi, À. Rovira, and X. Lladó. "A fully convolutional neural network for new T2-w lesion detection in multiple sclerosis". NeuroImage: Clinical, Volume 25, 102149, 2020. [JCR N IF 4.881, Q2(4/14)] (pdf)
     
  12. [NI-CL 2020] M. Rakic, M. Cabezas, K. Kushibar, A. Oliver, X. Lladó. "Improving the Detection of Autism Spectrum Disorder by Combining Structural and Functional MRI Information". To appear. NeuroImage: Clinical, 2020. [JCR N IF 4.881, Q2(4/14)] (pdf)
     
  13. [IEEE ACCESS 2019] J. Bernal, K. Kushibar, M. Cabezas, S. Valverde, A. Oliver and X. Lladó. "Quantitative Analysis of Patch-Based Fully Convolutional Neural Networks for Tissue Segmentation on Brain Magnetic Resonance Imaging". IEEE Access. 7(1), pp 25171-25184 2019. [JCR CSIS IF 4.098, Q1(23/155)] (pdf)
     
  14. [CBM 2019] A.Clèrigues, S. Valverde; J.Bernal; J. Freixenet; A. Oliver; X. Lladó. "Acute ischemic stroke lesion core segmentation in CT perfusion images using fully convolutional neural networks". Computers in Biology and Medicine. 115, art 103487, 2019. [JCR MCB IF 3.434, Q1(8/59)] (pdf)
     
  15. [SREP 2019] K. Kushibar, S. Valverde, S. González-Villà, J. Bernal, M. Cabezas, A. Oliver, and X. Lladó. "Supervised domain adaptation for automatic sub-cortical brain structure segmentation with minimal user interaction". Nature. Scientific Reports 9:6742, 2019. [JCR MS IF 4.011, Q1(15/69)] (pdf KB)
     
  16. [TMI 2019] H. Kuijf, J. Biesbroek, J. Bresser, R. Heinen, S. Andermatt, M. Bento, M. Berseth, Mi. Belyaev, M. Cardoso, A. Casamitjana, D. L. Collins, M. Dadar, A. Georgiou, M. Ghafoorian, D. Jin, A. Khademi, J. Knight, H. Li, X. Lladó, M. Luna, Q. Mahmood, R. McKinley, A. Mehrtash, S. Ourselin, B. Park, H. Park, S. Hyun Park, S. Pezold, E. Puybareau, L. Rittner, C.H. Sudre, S. Valverde, V. Vilaplana, R. Wiest, Y. Xu, Z. Xu, G. Zeng, J. Zhang, G. Zheng, C. Chen, W. Flier, F. Barkhof, M.A. Viergever, G. J. Biessels. "Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities; Results of the WMH Segmentation Challenge". IEEE Trans. on Medical Imaging, 2019. [JCR CCIA IF 7.816, Q1(3/106)] (pdf)
     
  17. [MIA 2019] E. García, Y. Diez, O. Diaz, X. Lladó, A. Gubern-Merida, R. Martí, J. Martí, A. Oliver. "Breast MRI and X-ray mammography registration using gradient values". Medical Image Analysis. Vol 54, pp 76-87, 2019. [JCR CSAI IF 8.880, Q1(5/133)] (pdf KB)
     
  18. [IEEE ACCESS 2019] M. Salem, S. Valverde, M. Cabezas, D. Pareto, A. Oliver, J. Salvi, À. Rovira, and X. Lladó. "Multiple Sclerosis Lesion Synthesis in MRI using an encoder-decoder U-NET". IEEE Access. vol 7, 25171-25185, 2019. [JCR CSIS IF 4.098, Q1(23/155)] (pdf)
     
  19. [NI-CL 2019] S. González-Villà, A. Oliver, Y. Huo, X. Lladó, and B.A. Landman. "Brain structure segmentation in the presence of multiple sclerosis lesions". NeuroImage: Clinical, 22, art 101709, 2019. [JCR N IF 4.350, Q2(4/14)] (pdf)
     
  20. [JMI 2019] R. Agarwal, O. Diaz, X. Lladó, R. Martí. "Automatic mass detection in mammograms using deep convolutional neural networks". Journal of Medical Imaging, 6(3), 031409 2019. (pdf)
     
  21. [NI-CL 2019] S. Valverde, M. Salem, M. Cabezas, D. Pareto, J. C. Vilanova, Ll. Ramió-Torrentà, À. Rovira, and J. Salvi, A. Oliver, X. Lladó. "One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks". NeuroImage: Clinical, art 101638, 2019 [JCR N IF 4.350, Q2(4/14)] (pdf)
     
  22. [AIIM 2019] J. Bernal, K. Kushibar, D. Sileshi A. S. Valverde, A.Oliver, R. Marti, X. Lladó. "Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review". Artificial Intelligence in Medicine, 95, pp 64-81, 2019. [JCR MI IF:3.574 Q1(5/26)] (pdf)
     
  23. [SREP 2018] A.Istace, et al. "Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure". Nature. Scientific Reports 8, Article number: 13650, 2018. [JCR MS IF 4.011, Q1(15/69)] (pdf KB)
     
  24. [Sensors 2018] J. Vidal, Chyi-Yeu Lin, X. Lladó, R. Martí. "A method for 6D pose estimation of free-form rigid objects using point pair features on range data". Sensors, 15; 18(8) pp E2678, 2018. [JCR I&I IF:3.031 Q1(15/61] (pdf KB)
     
  25. [MVA 2018] F.Roure, X. Lladó, J. Salvi, Y. Díez. "GridDS, a Hybrid Data Structure for Residue Computation in Point Set Matching". Machine Vision and Applications. 2018. [JCR CSC IF 1.788, Q2(10/23)] (pdf KB)
     
  26. [MIA 2018] K. Kushibar, S. Valverde, S. González-Villà, J. Bernal, M. Cabezas, A. Oliver, X. Lladó. "Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features". Medical Image Analysis, 48, pp-177-186, 2018. [JCR CSAI IF 8.880, Q1(5/133)] (pdf KB)
     
  27. [NI-CL 2018] M. Salem, M. Cabezas, S. Valverde, D. Pareto, A. Oliver, J. Salvi, À. Rovira, and X. Lladó. "A supervised framework with intensity subtraction and deformation field features for the detection of new T2-w lesions in multiple sclerosis". NeuroImage: Clinical, vol. 17C, pp. 607-615, 2018. [JCR N IF 3.943, Q1(3/14)] (pdf)
     
  28. [MEDPHYS 2018] E. García, Y. Diez, O. Diaz, X. Lladó, R. Martí, J. Martí, A. Oliver. "A step-by-step review on patient-specific biomechanical finite element models for breast MRI to X-ray mammography registration". Medical Physics, 45(1), pp. e6-e31, 2018.". [JCR CCIA IF 3.177, Q2(32/129)] (pdf)
     
  29. [UI 2018] R. Agarwal, O. Diaz, X. Lladó, A. Gubern-Merida, J. C. Vilanova, and R. Martí. "Lesion Segmentation in Automated 3D breast Ultrasound: Volumetric Analysis". Ultrasonic Imaging, 40(2), pp. 97-112, 2018. [JCR Acoustics IF 2.490, Q2(9/31)] (pdf)
     
  30. [TMI 2018] E. García, Y. Diez, O. Diaz, X. Lladó, A. Gubern-Mérida, R. Martí, J. Martí, A. Oliver. "Multimodal breast parenchymal patterns correlation using a patient-specific biomechanical model". IEEE Trans. on Medical Imaging, vol. 37(3), pp. 712-723, 2018. [JCR CCIA IF 7.816, Q1(3/106)] (pdf)
     
  31. [NI-Cl 2017] S. González-Villà, S. Valverde, M. Cabezas, D. Pareto, J.C. Vilanova, Ll. Ramió-Torrentà, À. Rovira, A. Oliver, X. Lladó. "Evaluating the effect of multiple sclerosis lesions on automatic brain structure segmentation". NeuroImage: Clinical, vol. 15., pp. 228-238, 2017. [JCR N IF 3.869, Q1(3/14)] (pdf)
     
  32. [NI 2017] S. Valverde, M. Cabezas, E. Roura, S. González-Villà, D. Pareto, J.C. Vilanova, Ll. Ramió-Torrentà, À. Rovira, A. Oliver, and X. Lladó. "Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach". NeuroImage, vol 155, pp. 159-168, 2017. [JCR NI IF 5.426, Q1(1/14)] (pdf KB)
     
  33. [MIA 2017] S. Valverde, A. Oliver, E. Roura, S. González-Villà, D. Pareto, J.C. Vilanova, Ll. Ramió-Torrentà, À. Rovira, and X. Lladó. "Automated tissue segmentation of MR brain images in the presence of white matter lesions". Medical Image Analysis, vol 35, pp. 446-457, 2017. [JCR CSAI IF 5.356, Q1(6/105)] (pdf KB)
     
  34. [L 2017] N. Sarbu, P. Toledano, A. Calvo, E. Roura, MI. Sarbu, G. Espinosa, X. Lladó, R. Cervera, N. Bargalló. "Advanced MRI techniques: biomarkers in neuropsychiatric lupus". Lupus, (26) 510-516 2017. [JCR RHEU IF 2.969, Q3(18/31)] (pdf KB)
     
  35. [PR 2017] M.H. Mahmood, Y. Díez, J. Salvi, X. Lladó. "A collection of challenging motion segmentation benchmark datasets". Pattern Recognition. 61, 1-14, 2017. [JCR CSAI IF:2.969 Q1(16/132)] (pdf)
     
  36. [AIIM 2016] S. González-Villà, A. Oliver, S. Valverde, L. Wang, R. Zwiggelaar, and X. Lladó. "A review on brain structures segmentation in magnetic resonance imaging". Artificial Intelligence in Medicine, vol 73, pp. 45-69, 2016. [JCR CSAI IF:2.142 Q2(34/142)] (pdf)
     
  37. [FNINF 2016] E. Roura, A. Oliver, S. Valverde, S. Gonález-Villà, R. Cervera, N. Bargalló, and X. Lladó. "Automated detection of lupus white matter lesions in MRI images". Frontiers in Neuroinformatics, 10, art 33, 2016. [JCR MCB IF:3.047 Q1(6/56)] (pdf)
     
  38. [AJNR 2016] M. Cabezas, J.F. Corral, A. Oliver, Y. Diez, M. Tintoré, C. Auger, X. Montalban, X. Lladó, D. Pareto, and À. Rovira. "Improved automatic detection of new T2 lesions in multiple sclerosis using deformation fields". American Journal of Neuroradiology, 2016. [JCR RNMMI IF 3.589, Q1(19/125)] (pdf)
     
  39. [EL 2016] M. H. Mahmood, J. Salvi, X. Lladó. "A semi-automatic tool for motion annotation on complex video sequences". Electronics Letters 8(52), pp. 602-604, 2016. [JCR EEE IF:0.930 Q3(147/249)] (pdf)
     
  40. [NI-Cl 2015] S. Valverde, A. Oliver, E. Roura, D. Pareto, J.C. Vilanova, Ll. Ramió-Torrentà, J. Sastre-Garriga, X, Montalban, À. Rovira, and X. Lladó. "Quantifying brain tissue volume in multiple sclerosis with automated lesion segmentation and filling". NeuroImage: Clinical, 9, pp 640-647, 2015. [JCR N IF 3.857, Q1(3/14)] (pdf)
     
  41. [NRAD 2015] E. Roura, A. Oliver, M. Cabezas, S. Valverde, D. Pareto, J.C. Vilanova, Ll. Ramió-Torrentà, À. Rovira, and X. Lladó. "A toolbox for multiple sclerosis lesion segmentation". Neuroradiology, 57(10), pp. 1031-1043, 2015. [JCR RNMMI IF 2.485, Q2(41/125)] (pdf)
     
  42. [FN 2015] E. Roura, T. Schneider, M. Modat, P. Daga, N. Muhlert, D. Chard, S. Ourselin, X. Lladó, C. Wheeler-Kingshott. "Multi-channel registration of FA and T1w images in the presence of atrophy: application to Multiple Sclerosis". Functional Neurology, 30(4), pp. 245-256, 2015. [JCR N IF 1.855, Q3(187/252)] (pdf)
     
  43. [AJNR 2015] S. Valverde, A. Oliver, Y. Díez, M. Cabezas, J.C. Vilanova, Ll. Ramió-Torrentà, À. Rovira, and X. Lladó. "Evaluating the effects of white matter multiple sclerosis lesions on the volume estimation of six brain tissue segmentation methods". American Journal of Neuroradiology, 36(6), pp. 1109-115, 2015. [JCR RNMMI IF 3.589, Q1(19/125)] (pdf)
     
  44. [CSUR 2015] Y. Díez, F. Roure, X. Lladó, J. Salvi. "A Qualitative Review on 3D Coarse Registration Methods". ACM Computing Surveys, 47(3), 2015. [JCR CSTM IF 5.243, Q1(2/105)] (pdf)
     
  45. [JMRI 2015] S. Valverde, A. Oliver, M. Cabezas, E. Roura, X. Lladó. "Comparison of ten brain tissue segmentation methods using revisited IBSR annotations". Journal of Magnetic Resonance Imaging, 41(1), pp. 93-101. 2015. [JCR RNMMI IF: 3.210 Q1(23/125)] (pdf)
     
  46. [JDI 2015] A. Oliver, M. Tortajada, X. Lladó, J. Freixenet, S. Ganau, L. Tortajada, M. Vilagran, M. Sentís, and R. Martí. "Breast density analysis using an automatic density segmentation algorithm". Journal of Digital Imaging, 28(5), pp 604-612, 2015. [JCR RNMMI IF: 1.190 Q4(95/125)] (pdf)
     
  47. [NA 2015] M. Peracaula; A. Torrent; M. Masias; X.Lladó, J. Freixenet; J. Martí, J.R Sánchez-Sutil; A.J Muñoz-Arjonilla; J.M Paredes. "Exploring three faint source detections methods for aperture synthesis radio images". New Astronomy, 36, pp. 86-99. 2015. [JCR A&A IF 1.146, Q3(42/60)] (pdf)
     
  48. [A&A 2015] M. Masias, X. Lladó M. Peracaula, J. Freixenet. "Multiscale Distilled Sensing: astronomical source detection in long wavelength images". Astronomy and Computing, 9, pp. 10-19, 2015. [JCR CSIA IF 1.920, Q2(33/104)] (pdf)
     
  49. [JNM 2014] M. Cabezas, A. Oliver, S. Valverde, B. Beltran, J. Freixenet, J.C. Vilanova, Ll. Ramió-Torrentà, À. Rovira, and X. Lladó. "BOOST: a supervised approach for multiple sclerosis lesion segmentation". Journal of Neuroscience Methods, 237, pp 108-117, 2014. [JCR N IF 2.025, Q3(174/252)] (pdf)
     
  50. [NI-Cl 2014] S. Valverde, A. Oliver, X. Lladó. "A white matter lesion-filling approach to improve brain tissue volume measurements". NeuroImage: Clinical, (6), pp 86-92, 2014. [JCR N IF 2.526, Q2(6/14)] (pdf)
     
  51. [CMPB 2014] M. Cabezas, A. Oliver, E. Roura, J. Freixenet; J.C Vilanova, Ll. Ramió-Torrentà, A. Rovira, X. Lladó. "Automatic multiple sclerosis lesion detection in brain MRI by FLAIR thresholding". Computer Methods and Programs in Biomedicine, 115, pp. 147-161. 2014. [JCR CSTM IF 1.897, Q1(15/102)] (pdf)
     
  52. [NR 2014] O. Ganiler, A. Oliver, Y. Díez, J. Freixenet, J.C. Vilanova, B.Beltrán, Ll. Ramió-Torrentà, A. Rovira, and X. Lladó. "A subtraction pipeline for automatic detection of new appearing multiple sclerosis lesions in longitudinal studies". Neuroradiology, 56(5), pp. 363-374. 2014. [JCR RNMMI IF 2.485, Q2(41/125)] (pdf)
     
  53. [NINF 2014] Y. Diez, A. Oliver, M. Cabezas, S. Valverde, R. Martí, J.C. Vilanova, Ll. Ramió-Torrentà, A. Rovira, and X. Lladó. "Intensity based methods for brain MRI longitudinal registration. A study on multiple sclerosis patients". Neuroinformatics, 12(3), pp 365-379, 2014. [JCR CSTM IF 2.825, Q1(13/102)] (pdf)
     
  54. [CMPB 2014] E. Roura, A. Oliver, M. Cabezas, J.C. Vilanova, A. Rovira and Ll. Ramió-Torrentà, X. Lladó. "MARGA: Multispectral adapting region growing algorithm for brain extraction on axial MRI". Computer Methods and Programs in Biomedicine, 113 (2014), pp. 655-673. [JCR CSTM IF 1.897, Q1(15/102)] (pdf)
     
  55. [PRL-MP 2014] X. Lladó. "Being a Researcher, a Way of Life". Pattern Recognition Letters, Special Edition Celebrating the life and work of Maria Petrou. Homage to Professor Maria Petrou, 48, 2-7 2014. [JCR CSAI IF: 1.551 Q2(55/123)] (pdf 2258KB)
     
  56. [EXPA 2013] M. Masias, M. Peracaula, J. Freixenet and X. Lladó. "A quantitative analysis of source detection approaches in optical, infrared, and radio astronomical images". Experimental Astronomy, 36 (3) pp. 591-629. [JCR A&A IF: 2.663 Q2(20/59)] (pdf 2597 KB)
     
  57. [PRL 2013] A. Torrent, X. Lladó, J. Freixenet and A. Torralba. "A boosting approach for the simultaneous detection and segmentation of generic objects". Pattern Recognition Letters, 34 pp. 1490-1498. [JCR CSAI IF: 1.062 Q3(71/121)] (pdf 2597 KB)
     
  58. [MIA 2013] S. Ghose, A. Oliver, J. Mitra, R. Martí, X. Lladó, J. Freixenet, D. Sidibe, J.C. Vilanova, J. Comet and F. Meriaudeau. "A Supervised Learning Framework of Statistical Shape and Probability Priors for Automatic Prostate Segmentation in Ultrasound Images Medical Image Analysis". Medical Image Analysis, 17(6) pp. 587-600. [JCR CSAI IF 3.681, Q1(10/121)] (pdf 1065 KB)
     
  59. [CVIU 2013] L. Zappella, A. Del Bue, X. Lladó, J. Salvi "Joint Estimation of Segmentation and Structure from Motion". Computer Vision and Image Understanding, 117(2), pp 113-129, 2013. [JCR CSAI IF 1.358, Q2(55/121)] (pdf 3600 KB) (code available)
     
  60. [MIA 2012] J. Mitra, Z. Kato, R. Martí, A. Oliver, X. Lladó, D. Sidibe, S. Ghose, J.C. Vilanova, J. Comet and F. Meriaudeau. "A spline-based non-linear diffeomorphism for prostate multimodal registration". Medical Image Analysis, 16(6) pp. 1259-1279, 2012. [JCR CSAI IF 4.087, Q1(7/114)] (pdf 3062 KB)
     
  61. [CMPB 2012] S. Ghose, A. Oliver, R. Martí, X. Lladó, J. Freixenet, J.C. Vilanova, J. Mitra, D. Sidibe, and F. Meriaudeau. "A survey of prostate segmentation methodologies in ultrasound,magnetic resonance, and computed tomography images". Computer Methods and Programs in Biomedicine, 108(1), pp 262-287, 2012. [JCR CSTM IF 1.555, Q1(21/100)] (pdf 1067 KB)
     
  62. [MNRAS 2012] M. Masias, J. Freixenet, X. Lladó and M. Peracaula. "A review of source detection approaches in astronomical images". Monthly Notices of the Royal Astronomical Society. 422(2), pp. 1674-1689, 2012. [JCR A&A IF 5.521, Q1(9/56)] (pdf 903 KB)
     
  63. [NR 2012] X. Lladó, O. Ganiler, A. Oliver, R. Martí, J. Freixenet, L. Valls, J.C. Vilanova, Ll. Ramió-Torrentà, A. Rovira. "Automated detection of multiple sclerosis lesions in serial brain MRI". Neuroradiology, 54(8), pp 787-807, 2012. [JCR RNMMI IF 2.700, Q2(34/120)] (pdf 683 KB)
     
  64. [IJCARS 2012] J. Mitra, R. Martí A. Oliver, X. Lladó S. Ghose, J.C. Vilanova, and F. Meriaudeau. "Prostate multimodality image registration based on b-splines and quadrature local energy". International Journal of Computer Assisted Radiology and Surgery. 7(3), pp 445-454, 2012. [JCR S IF 1.364, Q3(103/198)] (pdf 639 KB)
     
  65. [KBS 2012] A.Oliver, A.Torrent, X.Lladó, M.Tortajada, L.Tortajada, M.Sentís, J.Freixenet, and R.Zwiggelaar. "Automatic microcalcification and cluster detection in digital and digitised mammograms". Knowledge-Based Systems, 28(2012), pp. 68-75, 2012. [JCR CSAI IF 4.104, Q1(6/114)] (pdf 768 KB)
     
  66. [INFSCI 2012] X. Lladó, A. Oliver, M. Cabezas, J. Freixenet, J.C. Vilanova, A. Quiles, L. Valls, Ll. Ramió-Torrentà, A. Rovira. "Segmentation of multiple sclerosis lesions in brain MRI: a review of automated approaches". Information Sciences, 186(1), pp. 164-185, 2012. [JCR CSIS IF 3.643, Q1(6/132)] (pdf 836 KB)
     
  67. [IJCARS 2012] S. Ghose, A. Oliver, R. Martí X. Lladó J. Freixenet, J. Mitra, J.C. Vilanova, J. Comet, F. Meriaudeau. "Statistical shape and texture model of quadrature phase information for prostate segmentation". International Journal of Computer Assisted Radiology and Surgery. 7(1), pp 43-55, 2012. [JCR S IF 1.364, Q3(103/198)] (pdf 1500 KB)
     
  68. [CMPB 2011] M. Cabezas, A. Oliver, X. Lladó, J. Freixenet, M. Bach-Cuadra. "A review of atlas-based segmentation for magnetic resonance brain images" Computer Methods and Programs in Biomedicine, 104(3), pp e158-e177m 2011. [JCR CSTM IF 1.516, Q1(14/99),] (pdf 1190 KB)
     
  69. [T-ITB 2011] Y. Díez, A. Oliver, X. Lladó J. Martí, J. Freixenet, J.C. Vilanova, R. Martí. "Revisiting intensity based image registration appplied to ammography". IEEE Trans. on Information Technology in BioMedicine, 15(5), pp 716-725, 2011. [JCR CSIA IF: 1.676 Q1(27/133)] (pdf 1190 KB)
     
  70. [PRL 2011] X. Lladó, A. Del Bue, A. Oliver, J. Salvi, and L. Agapito. "Reconstruction of non-rigid 3D shapes from stereo-motion". Pattern Recognition Letters, 32(7), pp. 1020-1028, 2011. [JCR CSAI IF: 1.034 Q3(63/111)] (pdf 919 KB)
     
  71. [PR 2011] L. Zappella, X. Lladó, E. Provenzi, J. Salvi. "Enhanced Local Subspace Affinity for Feature-Based Motion Segmentation". Pattern Recognition, 44, pp. 454-470, 2011. [JCR CSAI IF:2.292 Q1(18/111)] (pdf 2422 KB)   (code available)
     
  72. [IVC 2010] X. Lladó, A. Del Bue, L. Agapito. "Non-rigid metric reconstruction from perspective cameras". Image and Vision Computing 28(9), pp. 1339-1353, 2010. [JCR CSSE IF:1.578 Q1(21/99)] (pdf 3248 KB)
     
  73. [IJEE 2010] X. Lladó, J. Freixenet, A. Oliver. "Linking Research and Teaching through an Applied Computer Vision Course". International Journal of Engineering Education, 26(6), pp. 1445-1454, 2010. [JCR EM IF:0.552 Q3(42/67)]
     
  74. [PR 2010] J. Salvi, S. Fernandez, T. Pribanic, X. Lladó. "A State of the Art in Structured Light Patterns for Surface Profilometry". Pattern Recognition, 43(8), pp. 2666-2680, 2010. [JCR CSAI IF:2.682 Q1(15/108)] (Best Paper Prize) (pdf 2087 KB)
     
  75. [AR 2010] A.Oliver, X.Lladó, J.Freixenet, R.Martí, E.Perez, J.Pont, and R.Zwiggelaar. "Influence of using manual or automatic breast density information in a mass detection CAD system". Academic Radiology, 17(7), pp. 877-883, 2010. [JCR RNMMI IF:2.195 Q2(46/113)] (pdf 500 KB)
     
  76. [EL 2010] J. Aulinas, J. Salvi, X. Lladó, Y. Petillot. "Local Map Update for Large-Scale SLAM". Electronics Letters 46(8), 2010. [JCR EEE IF:1.004 Q2(124/247)] (pdf 184 KB)
     
  77. [JDI 2010] A.Oliver, X.Lladó, E.Pérez; J.Pont, E.R.E.Denton, J.Freixenet, and J.Martí. "A Statistical Approach for Breast Density Segmentation". Journal of Digital Imaging, 23(5), pp 527-537, 2010. [JCR RNMMI IF:1.421 Q3(68/113)] (pdf 341 KB)
     
  78. [CMIG 2009] X. Lladó, A. Oliver, J. Freixenet, R. Martí, J. Martí. "A Textural Approach for Mass False Positive Reduction in Mammography". Computerized Medical Imaging and Graphics 33(6), pp. 415-422, 2009. [JCR RNMMI IF:1.041 Q4(79/104)] (pdf 630 KB)
     
  79. [EL 2009] L. Zappella, X. Lladó, Q. Salvi. "Rank estimation of trajectory matrix in motion segmentation". Electronics Letters 45(11), pp. 540-541, 2009. [JCR EEE IF:0.970 Q3(124/246)] (pdf 132 KB)
     
  80. [MEDPHYS 2008] J. Freixenet, A. Oliver, R. Martí, X. Lladó, J. Pont, E. Pérez, E.R.E. Denton, R. Zwiggelaar. "Eigendetection of Masses considering False Positive Reduction and Breast Density Information". Medical Physics, 35(5), pp 1840-1853, 2008. [JCR RNMMI IF:3.871 Q1(13/92)] (pdf 591 KB)
     
  81. [JEI 2008] J. Salvi, E. Batlle, C. Matabosch, X. Lladó. "Overview of surface registration techniques including loop minimization". Journal of Electronic Imaging. 17(3), 031103, August, 2008. [JCR EEE IF:0.563 Q3(161/229)] (pdf 1288 KB)
     
  82. [OPTENG 2005] X. Lladó, M. Petrou, and J. Martí. "Surface Texture Recognition by Surface Rendering". Journal of Optical Engineering, OE 44, 037001-16, March, 2005. [JCR O IF:0.754 Q3(33/54)] (pdf 1.3 MB)

  Abstracts in Medical Journals

  1. [MS 2020] J.F. Corral, J. Alonso, C. Auger, S. Valverde, A. Vidal-Jordana, A. Oliver, A. Barros, K. Ng Wong, M. Tintore, F.X. Aymerich, X. Montalban, X. Lladó, A. Rovira. "Assessment of automatic decision-support systems for detecting active T2 lesions in multiple sclerosis patients". Multiple Sclerosis, Washington D.C, USA. September, 2020. [JCR CN IF:5.649 Q1(23/199)] (pdf KB)

  2. [MS 2019] M. Salem, S. Valverde, M. Cabezas, D. Pareto, A. Oliver, J. Salvi, A. Rovira, X. Lladó. "Detecting the appearance of new T2-w multiple sclerosis lesions in longitudinal studies using Deep convolutional neural network". Multiple Sclerosis, Stockholm. Sweden, September, 2019. [JCR CN IF:5.649 Q1(23/199)] (pdf KB)

  3. [MS 2019] M. Salem, S. Valverde, M. Cabezas, D. Pareto, A. Oliver, J. Salvi, A. Rovira, X. Lladó. "Lesion synthesis for extending MRI training datasets and improving automatic multiple sclerosis lesion segmentation". Multiple Sclerosis, Stockholm. Sweden, September, 2019. [JCR CN IF:5.649 Q1(23/199)] (pdf KB)

  4. [MS 2019] S. González-Villà, S. Valverde, M. Cabezas, Y. Huo, A. Oliver, Ll. Ramió-Torrentà, B.A. Landman, X. Lladó. "An end to end automated pipeline for brain structure segmentation in multiple sclerosis patients". Multiple Sclerosis, Stockholm. Sweden, September, 2019. [JCR CN IF:5.649 Q1(23/199)] (pdf KB)

  5. [MS 2019] D. Pareto, J. Alonso, M. Alberich, T. Kober, B. Maréchal, X. LladLladó, A. Rovira. "Quantitative comparison of brain volume measures as determined from MP2RAGE and MPRAGE images". Multiple Sclerosis, Stockholm. Sweden, September, 2019. [JCR CN IF:5.649 Q1(23/199)] (pdf KB)

  6. [MS 2018] S. Valverde, M. Salem, M. Cabezas, D. Pareto, J.C. Vilanova, Ll. Ramió-Torrentà, A. Rovira, A. Oliver, J. Salvi, X. Lladó. "Manual delineation of only one image in unseen databases is sufficient for accurate performance in automated multiple sclerosis lesion segmentation". Multiple Sclerosis, Berlin. October 2018. [JCR CN IF:5.649 Q1(23/199)] (pdf KB)

  7. [MS 2018] A. Clerigues, S. Valverde, J. Bernal, D. Pareto, J.C. Vilanova, Ll. Ramió-Torrentà, A. Rovira, A. Oliver, X. Lladó. "A quantitative analysis of deep learning methods for multiple sclerosis white matter lesion segmentation". Multiple Sclerosis, Berlin. October 2018. [JCR CN IF:5.649 Q1(23/199)] (pdf KB)

  8. [MS 2017] S. Valverde, M. Cabezas, E. Roura, S. González-Villà, D. Pareto, J.C. Vilanova, Ll. Ramió-Torrentà, A. Rovira, A. Oliver, X. Lladó. "A deep learning approach for multiple sclerosis lesion segmentation". Multiple Sclerosis, Paris. October 2017. [JCR CN IF:4.840 Q1(27/194)] (pdf KB)

  9. [MS 2017] S. González-Villà, S. Valverde, M. Cabezas, D. Pareto, J.C. Vilanova, Ll. Ramió-Torrentà, A. Rovira, A. Oliver, X. Lladó. "Do multiple sclerosis lesions affect automatic brain structure segmentation?". Multiple Sclerosis, Paris. October 2017. [JCR CN IF:4.840 Q1(27/194)] (pdf KB)

  10. [MS 2017] M. Salem, M. Cabezas, S. Valverde, D. Pareto, A. Rovira, A. Oliver, J. Salvi, A. Rovira, X. Lladó. "Supervised detection of newly appearing T2-w multiple sclerosis lesions with subtraction and deformation fields features". Multiple Sclerosis, Paris. October 2017. [JCR CN IF:4.840 Q1(27/194)] (pdf KB)

  11. [MS 2017] D. Pareto, J. Alonso, M. Alberich, T. Kober, X. Lladó, A. Rovira. "Quantitative comparison of brain volumes as assessed by SPM, SIENA/X and MorphoBox software packages". Multiple Sclerosis, Paris. October 2017. [JCR CN IF:4.840 Q1(27/194)] (pdf KB)

  12. [MS 2016] S. Valverde, A. Oliver, S. González-Villà, E. Roura, D. Pareto, J.C. Vilanova, Ll. Ramió-Torrentà, A. Rovira, X. Lladó. "Automated tissue segmentation of magnetic resonance images of multiple sclerosis patients". Multiple Sclerosis, London. September 2016. [JCR CN IF:4.671 Q1(27/192)] (pdf KB)

  13. [MS 2016] M. Cabezas, D. Pareto, A. Oliver, J.F. Corral, C. Auger, X. Aymerich, J. Sastre-Garriga, M. Tintoré, X. Montalban, X. Lladó, A. Rovira. "Detection of new multiple sclerosis lesions on longitudinal brain MRI". Multiple Sclerosis, London. September 2016. [JCR CN IF:4.671 Q1(27/192)] (pdf KB)

  14. [MS 2016] D. Pareto, J. Alonso, M. Alberich, J. Río, X. Lladó, A. Rovira. "Comparison of structural T1-weighted sequences: MPRAGE to MP2RAGE". Multiple Sclerosis, London. September 2016. [JCR CN IF:4.671 Q1(27/192)] (pdf KB)

  15. [MS 2015] S. Valverde, A. Oliver, E. Roura, D. Pareto, J.C. Vilanova, Ll. Ramió-Torrentà, J. Sastre-Garriga, X, Montalban, À. Rovira, and X. Lladó. "Evaluation of two automated lesion segmentation and filling pipelines for brain tissue segmentation of multiple sclerosis patients". Multiple Sclerosis, Barcelona. October 2015. [JCR CN IF:4.822 Q1(22/192)] (pdf KB)

  16. [MS 2015] E. Roura, A. Oliver, M. Cabezas, S. Valverde, D. Pareto, J.C. Vilanova, Ll. Ramió-Torrentà, À. Rovira, and X. Lladó. "A toolbox for segmenting multiple sclerosis lesions using T1w and FLAIR images". Multiple Sclerosis, Barcelona. October 2015. [JCR CN IF:4.822 Q1(22/192)] (pdf KB)

  17. [MS 2015] M. Cabezas, A. Oliver, X. Lladó, C. Auger, J. Sastre-Garriga, D. Pareto, X, Montalban, À. Rovira. "A pipeline for detecting new multiple sclerosis lesions on longitudinal brain magnetic resonance imaging". Multiple Sclerosis, Barcelona. October 2015. [JCR CN IF:4.822 Q1(22/192)] (pdf KB)

  18. [MS 2015] M. Cabezas, J.F. Corral, A. Oliver, X. Lladó, C. Auger, J. Sastre-Garriga, M. Tintore, D. Pareto, X, Montalban, À. Rovira. "Evaluating the sensitivity of subtraction imaging for the detection of new T2 multiple sclerosis lesions when using visual analysis, semiautomatic and automatic approaches". Multiple Sclerosis, Barcelona. October 2015. [JCR CN IF:4.822 Q1(22/192)] (pdf KB)

  19. [NE 2014] E Quintana, B Beltrán, S Valverde, R Robles-Cedeño, H. Perkal, X. Lladó, JM Fernández-Real, Ll. Ramió-Torrentà "Relacion entre la expresion de mirnas en LCR y variables de RM". Neurología, pp 66-67, vol 29, 2014. [JCR CN IF:1.322 Q3(142/191)] (pdf KB)

  20. [MS 2014] S. Valverde, A. Oliver, D. Pareto, J.C. Vilanova, À. Rovira, Ll. Ramió-Torrentà, and X. Lladó. "SLF: a MS white matter lesion filling toolbox for the SPM software". Multiple Sclerosis, pp296, 20(S1), Boston, Massachusetts. September 2014. [JCR CN IF:4.822 Q1(22/192)] (pdf KB)

  21. [MS 2014] E Quintana, B Beltrán, S Valverde, R Robles-Cedeño, H. Perkal, X. Lladó, JM Fernández-Real, Ll. Ramió-Torrentà "Expression of miRNAs in multiple sclerosis cerebrospinal fluid and their relation to MR activity". Multiple Sclerosis, pp191, 20(S1), Boston, Massachusetts. September 2014. [JCR CN IF:4.822 Q1(22/192)] (pdf KB)

  22. [MS 2013] E. Roura, A. Oliver, M. Cabezas, J. Freixenet, X. Lladó, J.C. Vilanova, A. Rovira and Ll. Ramió-Torrentà. "Extracting the brain in axial MR images with an adaptive segmentation technique". Multiple Sclerosis. 19(S1), pp 417-418. Copenhagen, Denmark. 2-5 October 2013. [JCR CN IF:4.472 Q1(25/191)] (pdf KB)
     
  23. [MS 2013] S.Valverde, A. Oliver, M. Cabezas, Y. Díez, J. Freixenet, X. Lladó, J.C. Vilanova, A. Rovira and Ll. Ramió-Torrentà. "A quantitative study of the effects of White Matter MS Lesions on tissue segmentation methods". Multiple Sclerosis. 19(S1), pp 407-408. Copenhagen, Denmark. 2-5 October 2013. [JCR CN IF:4.472 Q1(25/191)] (pdf KB)
     
  24. [NE 2012] X. Lladó, M. Cabezas, O. Ganiler, A. Oliver, Y. Díez, J. Freixenet, L. Valls, A. Quiles, G. Laguillo, D. Pareto, J.C. Vilanova, A. Rovira, Ll. Ramió-Torrentà. "SALEM: Herramientas informáticas para la detección de lesiones de esclerosis múltiple en estudios longitudinales mediante imágenes de resonancia magnética del cerebro.". Neurología, pp 195-196, 2012. [JCR CN IF:1.322 Q3(142/191)] (pdf KB)
     
  25. [MS 2012] M. Cabezas, A. Oliver, X. Lladó, Y. Díez, J. Freixenet, J.C. Vilanova, A. Quiles, G. Laguillo, Ll. Ramió-Torrentà, D. Pareto, and A. Rovira. "A supervised approach to segment multiple sclerosis lesions using context-rich features and a boosting classifier". Multiple Sclerosis. 18(S4), pp 157. Lyon, France. October 2012. [JCR CN IF:4.472 Q1(25/191)] (pdf KB)
     
  26. [MS 2012] O. Ganiler, X. Lladó, A. Oliver, Y. Díez, J. Freixenet, J.C. Vilanova, A. Quiles, G. Laguillo, Ll. Ramió-Torrentà, D. Pareto, and A. Rovira. "Detecting evolving white matter MS lesions in serial brain MRI studies: analysis of a subtraction approach". Multiple Sclerosis. 18(S4), pp 385. Lyon, France. October 2012. [JCR CN IF:4.472 Q1(25/191)] (pdf KB)
     
  27. [MS 2012] Y. Díez, X. Lladó, A. Oliver, R. Martí, E. Roura, M. Cabezas, O. Ganiler, J. Freixenet, J.C. Vilanova, L. Valls, Ll. Ramió-Torrentà, D. Pareto, and A. Rovira. "Registration of serial brain MRI scans from multiple sclerosis patients. Analysis of 3D intensity-based methods". Multiple Sclerosis. 18(S4), pp 384-385. Lyon, France. October 2012. [JCR CN IF:4.255 Q1(27/191)] (pdf KB)
     
  28. [IJCARS 2011] J. Mitra, F. Meriadeau, R. Martí, A. Oliver, X. Lladó, S. Ghose, J.C. Vilanova. "Quadrature filter enhanced b-spline registration applied to prostate multimodal images". International Journal of Computer Assisted Radiology and Surgery, vol 6 suppl 1, pp 323-324. Berlin, Germany. June 2011. [JCR S IF 1.481, Q2(89/198)] (pdf 161 KB)
     
  29. [IJCARS 2011] S. Ghose, A. Oliver, R. Martí, X. Lladó, J. Freixenet, J.C. Vilanova, F. Meriaudeau, J. Mitra. "Quadrature phase-based statistical shape and appearance for prostate segmentation". International Journal of Computer Assisted Radiology and Surgery, vol 6 suppl 1, pp 12-13. Berlin, Germany. June 2011. [JCR S IF 1.481, Q2(89/198)] (pdf 771 KB)
     
  30. [MS 2011] X. Lladó, O. Ganiler, A. Oliver, M. Cabezas, J. Freixenet, J.C. Vilanova, L. Valls, Ll. Ramió-Torrentà, and A. Rovira. "Computer-assisted strategies to automated quantification of multiple sclerosis lesion evolution on brain magnetic resonance imaging". Multiple Sclerosis, 17(10S), pp 161-162. 2011. [JCR CN IF:4.255 Q1(27/191)] (pdf 146 KB)
     
  31. [MS 2011] M. Cabezas, M. Bach-Cuadra, A. Oliver, X. Lladó, J. Freixenet, J.C. Vilanova, L. Valls, Ll. Ramió-Torrentà, E. Huerga, D. Pareto, and A. Rovira. "A pipeline approach with spatial information for segmenting multiple sclerosis lesions on brain magnetic resonance imaging". Multiple Sclerosis, 17(10S), pp 381. 2011. [JCR CN IF:4.255 Q1(27/191)] (pdf 115 KB)
     
  32. [NE 2011] X. Lladó, O. Ganiler, A. Oliver, M. Cabezas, J. Freixenet, J.C. Vilanova, L. Valls, Ll. Ramió-Torrentà, and A. Rovira."Técnicas automáticas de segmentación de lesiones de EM y de cuantificación volumétrica en estudios temporales.". Neurología, 26(Sup), pp 181-182. 2011. [JCR CN IF:0.790 Q4(161/191)] (pdf 299 KB)
     
  33. [NE 2011] J. Freixenet, M. Cabezas, M. Bach-Cuadra, A. Oliver, X. Lladó, J.C. Vilanova, L. Valls, Ll. Ramió-Torrentà, E. Huerga, D. Pareto, and A. Rovira. "Segmentación de lesiones de esclerosis múltiple en resonancia magnética del cerebro mediante información espacial". Neurología, 26(Sup), pp 182. 15-19 Noviembre 2011. [JCR CN IF:0.790 Q4(161/191)] (pdf 352 KB)
     
  34. [MS 2010] X. Lladó, M. Cabezas, O. Ganiler, A. Oliver, J. Freixenet, J.C. Vilanova, A. Quiles, Ll. Ramió-Torrenta, A. Rovira. "Strategies for Automated Segmentation of Multiple Sclerosis Lesions on Brain Magnetic Resonance Imaging". Multiple Sclerosis, vol 16(10) S256, 2010. [JCR CN IF:4.230 Q1(29/185)] (pdf 32 KB)
     
  35. [IJCARS 2010] A.Oliver, X.Lladó, J.Freixenet, and J.Martí. "Applying Zernike moments for automatic mass diagnosis". International Journal of Computer Assisted Radiology and Surgery. Vol 5, sp 1, pp 201-202. 2010. [JCR S IF 1.481, Q2(89/198)] (pdf 82 Kb)
     
  36. [IJCARS 2008] J. Freixenet, A. Oliver, X. Lladó, R. Martí, J. Pont, E. Pérez, R. Zwiggelaar. "Comparing the performance of a mass detection CAD system when using manual and automatic breast density information". International Journal of Computer Assisted Radiology and Surgery, vol. 3, sp. 1, pp 420-421. June 2008. [JCR S IF 1.481, Q2(89/198)] (pdf 156 Kb)
     
  37. [IJCARS 2008] R. Martí, J. Martí, J. Freixenet, J.C. Vilanova, J. Barceló, A. Gubern, A. Oliver, and X. Lladó. "Intensity based MRI/TRUS data fusion for prostatic guided biopsy". International Journal of Computer Assisted Radiology and Surgery, vol. 3, sp. 1, pp 369-370. June 2008. [JCR S IF 1.481, Q2(89/198)] (pdf 113 Kb)
     
  38. [IJCARS 2007] J. Freixenet, A. Oliver, X. Lladó, R. Martí, J. Martí. "Mass Eigendetection and the Benefits of Introducing Breast Density Information". International Journal of Computer Assisted Radiology and Surgery, vol 2 sp 1, pp 332-334. June 2007. [JCR S IF 1.481, Q2(89/198)] (pdf 815 Kb)
     

  Thesis

  1. [PhD 2020] Jose Bernal. "Deep learning for atrophy quantification in brain magnetic resonance imagin". Supervised by Dr. A. Oliver. Defense: October 2020.
     
  2. [PhD 2020] Kaisar Kushibar. "Automatic segmentation of brain structures in MRI using deep learning techniques". Supervised by Dr. A. Oliver and Dr. S. Valverde. Defense: July 2020.
     
  3. [PhD 2019] Mostafa Salem. "Deep learning methods for automated detection of new multiple sclerosis lesions in longitudinal magnetic resonance images. Supervised by Dr. X. Lladó and Prof. J. Salvi. Defense: February 2020.
     
  4. [PhD 2019] Richa Agarwal. "Computer aided detection for breast lesion in ultrasound and mammography. Supervised by Dr. X. Lladó and Dr. R. Martí. Defense: 26th September 2019.
     
  5. [PhD 2019] Sandra Gonzalez. "Automated brain structures in magnetic ressonance images of multiple sclerosis patients. Thesis in Technology of the University of Girona. Supervised by Dr. X. Lladó and Dr. A. Oliver. Defense: 31th May 2019.
     
  6. [PhD 2018] Muhammad Habib. "Motion annotation in complex video datasets". Thesis in Technology of the University of Girona. Supervised by Dr. X. Lladó and Dr. J. Salvi, and Dr. A. Oliver (Spain), 16th November 2018.
     
  7. [PhD 2016] Eloy Roura. "Automated methods on Magnetic Resonance Brain Imaging in Multiple Sclerosis". Thesis in Technology of the University of Girona. Supervised by Dr. X. Lladó and Dr. A. Oliver (Spain), 1 July 2016.
     
  8. [PhD 2016] Sergi Valverde. "Brain tissue and MS lesion segmentation in MRI". Thesis in Technology of the University of Girona. Supervised by Dr. X. Lladó and Dr. A. Oliver (Spain), 14 June 2016.
     
  9. [PhD 2014] O. Ganiler. "Automated detection of new multiple sclerosis lesions in longitudinal magnetic resonance imaging". Thesis in Technology of the University of Girona. Supervised by Dr. X. Lladó (Spain), 24 October 2014.
     
  10. [PhD 2014] M. Masias. "Source detection approaches in astronomical images". Thesis in Technology of the University of Girona. Supervised by Dr. X. Lladó and Dr. J. Freixenet, and M. Peracaula (Spain), 29 July 2014.
     
  11. [PhD 2013] M. Cabezas. "Atlas-based segmentation of multiple sclerosis lesions in magnetic resonance imaging". European Ph.D. Thesis in Technology of the University of Girona. Supervised by Dr. X. Lladó and Dr. A. Oliver. (Spain), 16 July 2013.
     
  12. [PhD 2013] A. Torrent. "Simultaneous object detection and segmentation for generic objects". Ph.D. Thesis in Technology of the University of Girona. Supervised by Dr. X. Lladó and Dr. J. Freixenet. (Spain), 8 July 2013.
     
  13. [PhD 2011] L. Zappella. "Manifold Clustering for Motion Segmentation". European Ph.D. Thesis in Technology of the University of Girona. Supervised by Dr. X. Lladó and Prof. J. Salvi. (Spain), 30 June 2011.
     
  14. [PhD 2004] X. Lladó "Texture Recognition under Varying Imaging Geometries". European Thesis supervised by Dr. Joan Martí and Prof. M. Petrou, University of Girona. February 6 February 2004.
     
  15. [DEA 2001] X. Lladó "Surface texture prediction using colour photometric stereo". DEA supervised by Dr. Joan Martí and Prof. M. Petrou, University of Girona. October 2001.
     

  Book Chapters 

  1. [INGBIO 2020] X. Lladó "Deep Learning para el procesado y análisi de imágenes médicas". Panorama de Investigación en Ingeniería Biomédica. ISBN: 978-1-71695-811-3, pp.25-28, 2020. (pdf)
     
  2. [ETC2 2014] A.Oliver, X.Lladó, X.Cufí, J.Ferrer, M.Carreras, and M.Fàbregas. "Estructura i tecnologia de computadors: MIPS 32". Documenta Universitaria, 170pp ISBN: 978-8499842313. 2014. (book)
     
  3. [LAP 2011] L. Zappella, X. Lladó, J. Salvi. "Motion Segmentation From Tracked Features". Lambert Academic Publishing, VDM, ISBN: 978-3-8443-0060-4, Saarbrucken (Germany), 2011.
     
  4. [PR 2009] L. Zappella, X. Lladó, J. Salvi. "New Trends in Motion Segmentation". Pattern Recognition book. In-TECH, Ed. Intechweb.org. ISBN: 978-953-307-014-8, pp.31-46, 2009. (pdf)
     
  5. [VDM 2009] X. Lladó, J. Martí, M. Petrou. "Texture Recognition under varying imaging geometries, a photometric stereo approach". VDM, Verlag Dr. Muller. ISBN: 978-3-639-13423-0. 2009. (pdf)


  Conferences 

  1. [SERAM 2021] S. Valverde, A. Oliver, X. Lladó. "Aplicaciones automáticas de soporte al neuroradiólogo para mejorar la sensibilidad ante la presencia de lesiones nuevas en T2 en esclerosis múltiple". Congreso Nacional Sociedad Española de Radiología Médica (SERAM), 2021. (pdf KB)

  2. [MICCAI-iSeg 2019] J. Bernal, K. Kushibar, S. Valverde, M.Cabezas, M. Salem, J. Salvi, A. Oliver, Xavier Lladó. "Six-month infant brain magnetic resonance image tissue segmentation using multi-atlas segmentation with joint label fusion and convolutional neural networks". MICCAI Grand Challenge on 6-month infant brain MRI segmentation iSeg-2019. MICCAI 2019. Xina, 2019. (pdf KB)

  3. [MICCAI-BRATS 2019] M. Cabezas, S. Valverde, A. Clèrigues, M. Salem, K. Kushibar, J. Bernal, A. Oliver, J. Salvi and X. Lladó. "Brain tumour segmentation and prediction via CNNs". Multimodal Brain Tumor Segmentation Challenge 2019 (BRATS) in Medical Imaging. MICCAI Workshop, Xina, 2019. (pdf KB)

  4. [JEMGI 2019] S. Valverde, M.Cabezas, M. Salem, K. Kushibar, A. Clèrigues, J. Bernal, J. Salvi, A. Oliver, X. Lladó. "Big Data, Intel·ligència Artificial, Machine Learning, etc. “Què és què?”". Ponència invitada a les Jornades d'Esclerosis Múltiple del Mediterrani celebrada a Girona, el 18-19/10/2019. Ponent: S. Valverde.

  5. [MICCAI-ISLES 2018] A. Clérigues, S. Valverde, J. Bernal, K. Kushibar, M. Cabezas, A. Oliver, and X. Lladó. "Ensemble of convolution neural networks for acute stroke anatomy differentiation". Ischiemic Stroke Lesion Segmentation (ISLES) in Medical Imaging. MICCAI Workshop, 2018. (pdf KB)

  6. [MICCAI-MRBRAINS 2018] J. Bernal, M. Salem, K. Kushibar, A. Clérigues, S. Valverde, M. Cabezas, S. Gonzàlez-Villà, J. Salvi, A. Oliver, and X. Lladó. "MR Brain segmentation using an ensemble of multi-path u-shaped convolutional neural networks and tissue segmetnation priors". MR Brain tissue segmentation Challenge in Medical Imaging. MICCAI Workshop, 2018. (pdf KB)

  7. [MICCAI-BRATS 2018] M. Cabezas, S. Valverde, S. González-Villà, A. Clèrigues, M. Salem, K. Kushibar, J. Bernal, A. Oliver, J. Salvi and X. Lladó. "Survival prediction using ensemble tumor segmentation and transfer learning ". Multimodal Brain Tumor Segmentation Challenge 2018 (BRATS) in Medical Imaging. MICCAI Workshop, 2018. (pdf KB)

  8. [MICCAI-Patch MI 2018] S. González-Villà, Y. Huo, A. Oliver, X. Lladó, B. Landman. "Multi-atlas Parcellation in the Presence of Lesions: Application to Multiple Sclerosis". 4th International Workshop on Patch-based Techniques in Medical Imaging. MICCAI Workshop, 2018. (pdf KB)

  9. [IWBI 2018] R. Agarwal, O. Diaz, X. Lladó, R. Martí. "Mass detection in mammograms using pre-trained deep learning models". International Workshop on Breast Imaging (IWBI 2018), Atlanta, GA, USA, July 8-11, 2018. (pdf KB)

  10. [LNCS 2018] F.Roure, X. Lladó, J. Salvi, T.Pribanic, Y. Díez. "Hierarchical Hardware/Software Algorithm for Multi-view Object reconstruction by 3D Point Clouds Matching". Springer Book, 2018. (pdf KB)

  11. [SERAM 2018] S.Valverde, A. Oliver, J.C Vilanova, Ll. Ramió-Torrentà, À. Rovira, X. Lladó. "Herramientas basadas en Deep Learning para la segmentación de imágenes de RM. Aplicación a la cuantificación de lesiones de esclerosis múltiple". Congreso Nacional Sociedad Española de Radiología Médica (SERAM). May 2018, Pamplona, Spain. (pdf KB)

  12. [SERAM 2018] M. Salem, M. Cabezas, S.Valverde, J. Salvi, À. Rovira, X. Lladó. "Detección supervisada de lesiones activas de esclerosis múltiple usando substracción de imágenes y campos de deformación". Congreso Nacional Sociedad Española de Radiología Médica (SERAM). May 2018, Pamplona, Spain. (pdf KB)

  13. [SERAM 2018] R. Agarwal, O. Diaz, X. Lladó, A. Gubern Mérida, J.C. Vilanova, R. Martí. "Segmentación semiautomática en ecografía mamaria automatizada (ABUS)". Congreso Nacional Sociedad Española de Radiología Médica (SERAM). May 2018, Pamplona, Spain. (pdf KB)

  14. [MICCAI-iSeg 2017] J. Bernal, K. Kushibar, S. Valverde, M.Cabezas, S. González-Villà, M. Salem, J. Salvi, A. Oliver, Xavier Lladó. "Six-month infant brain tissue segmentation using three dimensional fully convolutional neural networks and pseudo-labelling". MICCAI Grand Challenge on 6-month infant brain MRI segmentation iSeg-2017. MICCAI 2017. Quebec, Canada. 14 September 2017. (pdf KB)

  15. [MICCAI-WMH 2017] S. Valverde, M.Cabezas, J. Bernal, K. Kushibar, S. González-Villà, M. Salem, J. Salvi, A. Oliver, Xavier Lladó. "White matter hyperintensities segmentation using a cascade of three convolutional neural networks". MICCAI Grand Challenge on White Matter Hyperintensties Segmentation. MICCAI 2017. Quebec, Canada. 14 September 2017. (pdf KB)

  16. [ESMRMB 2017] J. Alonso, D. Pareto, M, Alberich, T. Kober, X. Lladó, and A. Rovira. "Quantitative comparison of brain volumes as assessed by SPM, SIENA/X and MorphoBox software packages". 34 European Society for Magnetic Resonance in Medicine and Biology, Barcelona, Oct 19-22, 2017. (pdf KB)
     
  17. [IBPRIA 2017] E. Garcia, A. Oliver, Y. Díez, O. Díaz, X. Lladó, R. Martí and J. Martí. "Similarity metrics for intensity-based registration using breast density maps". 8th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2017, Faro, (Portugal), June 20-23, 2017. (pdf KB)

  18. [VISGRAPP 2017] F.Roure, X. Lladó, J. Salvi, T.Pribanic, Y. Díez. "Hierarchical Techniques to Improve Hybrid Point Cloud Registration". 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP2017), Porto (Portugal), February 27 - March 1, 2017. (pdf KB)

  19. [JEMGI 2017] X. Lladó, S. Valverde, M.Cabezas, S. González, M. Salem, K. Kushibar, J. Bernal, J. Freixenet, J. Salvi, A. Oliver."Neuroimatge de la Neurodegeneració: situació actual i futur". Ponència invitada a les Jornades d'Esclerosis Múltiple del Mediterrani celebrada a Girona, el 6-7/10/2017. Ponent: X. Lladó.

  20. [MSSEG 2016] E. Roura, M. Cabezas, S. Valverde, S. González-Villà, J. Salvi, A. Oliver, and X. Lladó. "Unsupervised Multiple Sclerosis Lesion Detection and Segmentation using Rules and Level Sets". Multiple Sclerosis Lesions segmentation (MSSEG) Challenge. MICCAI 2016. Athens, Greece. 21 October 2016. (pdf KB)

  21. [MSSEG 2016] S. Valverde, M. Cabezas, E. Roura, S. González-Villà, J. Salvi, A. Oliver, and X. Lladó. "Multiple Sclerosis Lesion Detection and Segmentation using a Convolutional Neural Network of 3D Patches". Multiple Sclerosis Lesions segmentation (MSSEG) Challenge. MICCAI 2016. Athens, Greece. 21 October 2016. (pdf KB)

  22. [IWDM 2016] E. Garcia, A. Oliver, Y, Diez, O, Diaz, A. Gubern-Merida, X. Lladó, J. Martí. "Comparison of four breast tissue segmentation algorithms for multi-modal MRI to X-ray mammography registration". International Workshop on Digital Mammography, LNCS 9699, pp 493-500, Malmo, Sweden. 19-22 June 2016. (pdf KB)

  23. [EULAR 2016] M. I. Sarbu, P. Toledano, A. Calvo, N. Sarbu, E. Roura, G. Espinosa, X. Lladó, R. Cervera, N. Bargalló. "Neuropsychiatric Lupus: Combining Advanced Morphometric Methods, Diffusion Tensor Imaging And Conventional MRI Leads To The Pathways Of Brain Abnormalities. Correlation With Clinical And Laboratory Data". European League Against Rheumatism, 17th Annaual Congress (EULAR). London, UK. 8-11 June, 2016 (pdf KB)

  24. [SPIE 2016] E. Roura, A. Oliver, M. Cabezas, S. Valverde, D. Pareto, J.C. Vilanova, Ll. Ramió-Torrentà, À. Rovira, and X. Lladó. "An SPM12 extension for multiple sclerosis lesion segmentation". SPIE Medical Imaging, San Diego (US), Vol. 9784 97842N-1/N-6 Feb 27- March 3, 2016. (pdf KB)
     
  25. [AAAC 2016] F.Roure, X. Lladó, J.Salvi, Y. Díez. "Range Searching Data Structures for point Cloud Matching". 9th Asian Association for Algorithms and Computation, Taipei, Taiwan, May 14-16, 2016. (pdf KB)
     
  26. [SERAM 2016] M. Cabezas, A. Oliver, X. Lladó, D. Pareto, and A. Rovira. "Analisis del uso de la imagen de sustraccion para detectar nuevas lesiones de T2 en pacientes de esclerosis multiple". 33 Congreso Nacional de la SERAM 2016, Bilbao, Basque Country, May 19-22, 2016. (pdf KB)
     
  27. [MVA 2015] F.Roure, Y. Díez, X. Lladó, J. Forest, T. Pribanic, J.Forest, and J.Salvi. "A Study on the Robustness of Shape Descriptors to Common Scanning Artifacts". 14th IAPR Conference on Machine Vision Applications, Tokyo (Japan), May 18-22, 2015. (pdf KB)
     
  28. [ASNR 2015] M. Cabezas, A. Oliver, X. Lladó, D. Pareto, and A. Rovira. "A pipeline for detecting new multiple sclerosis lesions on longitudinal brain magnetic resonance imaging". In ASNR 53rd . Chicago, Illinois. Anual meeting of the American Society of Neuroradiology, 2015. (pdf KB)
     
  29. [IBPRIA 2015] M. Habib, L. Zappella, Yago Díez, J Salvi, X. Lladó. "A new trajectory based motion segmentation benchmark dataset (UdG-MS15)". 7th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2015, Santiago de Compostela (Spain), June 17-19, 2015. (pdf KB)
     
  30. [ICCVTA 2015] F. Roure, Y. Díez, X. Lladó, T. Pribanic, J. Forest, J. Salvi. "An Experimental Benchmark for Point Set Coarse Matching". 10th International Conference on Computer Vision Theory and Applications, Berlin, Germany. March 11-14, 2015. (pdf KB)
     
  31. [JEMGI 2015] S. Valverde, A.Oliver, J.Freixenet, M.Cabezas, O. Ganiler, Y. Diez, E. Roura, S. González, X.Lladó."Passat, present i futur en la quantificació automàtica del teixit cerebral en pacients d'esclerosi múltiple". Ponència invitada a la 5 Jornada d'Esclerosis Múltiple de Girona celebrada a Girona, el 10/07/2015. Ponent: S. Valverde.

  32. [ICIP 2014] A. Oliver, X. Lladó, A. Torrent, J. Martí. "One-shot segmentation of breast, pectoral muscle and background in digitised mammograms." IEEE International Conference on Image Processing. Paris, France. 27-30 October 2014. (pdf KB)

  33. [IWDM 2014] R. Martí, Y. Diez, A. Oliver, M. Tortajada, R. Zwiggelaar, X. Lladó. "Detecting abnormal mammographic cases in temporal studies using image registration features". International Workshop on Digital Mammography, to appear. Gifu, Japan. July 2014. (pdf KB)

  34. [JEMGI 2014] A. Oliver, J. Freixenet, M. Cabezas, O. Ganiler, Y. Diez, E. Roura, S. Valverde, X.Lladó."Neuroimatge en EM: de les noves tecnologies a la capçalera del pacient". Ponència invitada a la I4 Jornada d'Esclerosis Múltiple de Girona celebrada a Pals (Girona), el 4/07/2014. Ponent: A. Oliver.

  35. [IDIBGI 2014] S. Valverde, A. Oliver, J. Freixenet, M.Cabezas, O. Ganiler, Y. Diez, E. Roura, S. Valverde, X.Lladó."Neuroimatge en Esclerosi Múltiple: Anàlisi Automàtic". Ponència invitada a la Jornada Científica de l'IDIBGI de Girona celebrada a Sant Feliu de Guíxols (Girona), el 11/07/2014. Ponent: S. Valverde.

  36. [ADASS 2013] M. Masias, J. Freixenet, X. Lladó, M. Peracaula. "Multiscale source detection for long wavelength astronomical images". 23th International Conference on Astronomical Data Analysis Software and Systems. Waikoloa, Hawaii, September 29-October 3, 2013.
     
  37. [BP 2013] X. Lladó, A. Oliver. "Informàtica dels Sistemes de Producció: aplicació de diferents tècniques d'aprenentatge en un grup reduit d'alumnes ". 4es Jornades de Bones Pràctiques. Girona, 21-22 Novembre 2013. (pdf KB)

  38. [ICIP 2013] M. Masias, X. Lladó, M. Peracaula, J. Freixenet. "Automatic multiscale source detection for infrared and radio astronomical images". IEEE International Conference on Image Processing, to appear. Melbourne, Australia. 15-18 September 2013. (pdf KB)

  39. [ISMRM 2013] E. Roura, T. Schneider, M. Modat, P. Daga, N. Muhlert, D. Chard, S. Ourselin, X. Lladó, C.A.M. Wheeler-Kingshott. "Evaluating a multi-channel registration approach of FA and T1w on MS patients with simulated atrophy". ISMRM 21th International Society for Magnetic Resonance in Medicine. Salt Lake City, USA, 20-26 April 2013.
     
  40. [IBPRIA 2013] M. Cabezas, A. Oliver, J. Freixenet, X. Lladó. "A supervised approach for multiple sclerosis lesion segmentation using context features and an outlier map". In Iberian Conference on Pattern Recognition and Image Analysis. LNCS 7887, pp 782-789. Madeira, Portugal, June 5-7, 2013. (pdf KB)
     
  41. [SCRATCH 2013] M. Niell, E. Muntaner-Perich, X. Lladó, M. Peracaula, M. Estebanell, J. Valles, J. Freixenet. "Combining visual art and computational thinking. Successful activities for primary school students". Scratch Conference. Barcelona. 25-27 July 2013. (pdf KB)

  42. [ICPR 2012] J. Mitra, Z. Kato, S. Ghose, D. Sidibe, R. Martí, X. Lladó, A. Oliver, J.C. Vilanova, and F. Meriaudeau. "Spectral clustering to model deformations for fast multimodal prostate registration". IAPR International Conference on Pattern Recognition. Tsukuba City, Japan. 11-15 November 2012. (pdf KB)

  43. [ICPR 2012] S. Ghose, J. Mitra, A. Oliver, R. Martí, X. Lladó, J. Freixenet, J.C. Vilanova, J. Comet, D. Sidibé, and F. Meriaudeau. "A Mumford-Shah Functional based Variational Model with Contour, Shape, and Probability Prior information for Prostate Segmentation". IAPR International Conference on Pattern Recognition. Tsukuba City, Japan. 11-15 November 2012. (pdf KB)

  44. [ICPR 2012] S. Ghose, J. Mitra, A. Oliver, R. Martí, X. Lladó, J. Freixenet, J.C. Vilanova, D. Sidibé, and F. Meriaudeau. "Graph Cut Energy Minimization in a Probabilistic Learning Framework for 3D Prostate Segmentation in MRI". IAPR International Conference on Pattern Recognition. Tsukuba City, Japan. 11-15 November 2012. (pdf KB)

  45. [PROMISE 2012] S. Ghose, J. Mitra, A. Oliver, R. Martí, X. Lladó, J. Freixenet, J.C. Vilanova, Sidibé, and F. Meriaudeau. "A Stochastic Approach to Prostate Segmentation in MRI". MICCAI Grand Challenge: Prostate MR Image Segmentation 2012. Nice, France. 1 October 2012. (pdf KB)

  46. [BP 2012] R. Martí, A. Oliver, X. Lladó, X. Cufí, J. Martí, J. Freixenet, and J. Salvi. "VIBOT DAY: un exemple de bones pràctiques Universitat-Empresa". 3es Jornades de Bones Pràctiques. Girona, 13-14 September 2012. (pdf KB)

  47. [ACIVS 2012] S. Ghose, J. Mitra, A. Oliver, R. Martí, X. Lladó, J. Freixenet, J.C. Vilanova, J. Comet, D. Sidibé, and F. Meriaudeau. "A Supervised Learning Framework for Automatic Prostate Segmentation in Trans Rectal Ultrasound Images" Advanced Concepts for Intelligent Vision Systems, LNCS 7517, pp 190-200. Brno, Czech Republic. September 4-7, 2012. (pdf 990KB)

  48. [ICIP 2012] A. Torrent, X. Lladó, J. Freixenet. "Semiautomatic labeling of generic objects for enlarging annotated image databases" IEEE International Conference on Image Processing. Orlando, Florida. 30 September - 03 October 2012. (pdf KB)

  49. [ICIP 2012] J. Mitra, S. Ghose, D. Sidibé, A. Oliver, R. Martí, X. Lladó, J.C. Vilanova, J. Comet, and F. Meriaudeau. "Weighted likelihood function of multiple statistical parameters to retrieve 2D TRUS-MR slice correspondence for prostate biopsy". IEEE International Conference on Image Processing. Orlando, Florida. 30 September - 03 October 2012. (pdf KB)

  50. [ICIP 2012] S. Ghose, J. Mitra, A. Oliver, R. Martí, X. Lladó, J. Freixenet, J.C. Vilanova, D. Sidibé, and F. Meriaudeau. "A coupled schema of probabilistic atlas and statistical shape and appearance model for 3D prostate segmentation in MR images". IEEE International Conference on Image Processing. Orlando, Florida. 30 September - 03 October 2012. (pdf KB)

  51. [EMBC 2012] S. Ghose, J. Mitra, A. Oliver, R. Martí, X. Lladó, J. Freixenet, J.C. Vilanova, J. Coment, D. Sidibé, and F. Meriaudeau. "Spectral Clustering of Shape and Probability Prior Models for Automatic Prostate Segmentation in Ultrasound Images". IEEE Conference of the Engineering in Medicine and Biology Society. San Diego. 28-1 August 2012. (pdf KB)

  52. [EMBC 2012] J. Mitra, S. Ghose, D. Sidibé, R. Martí, A. Oliver, X. Lladó, J.C. Vilanova, J. Comet, and F. Meriaudeau. "Joint Probability of Shape and Image Similarities to Retrieve 2D TRUS-MR Slice Correspondence for Prostate Biopsy". IEEE Conference of the Engineering in Medicine and Biology Society. San Diego. 28-1 August 2012. (pdf KB)

  53. [JUTE 2012] M. Niell, E. Muntaner, M. Peracaula, X. Lladó, X. Cufí, M. Estebanell, J. Valles, J. Freixenet. "Combinar actividades tecnologicas y artisticas para fomentar la creatividad, el pensamiento critico y el trabajo en equipo. Una experiencia en el proyecto TIC-TAC". XX Jornadas Universitarias de Tecnologia Educativa. To appear. Girona, 28, 29 June 2012. (pdf KB)

  54. [JEMGI 2012] J.Freixenet, X.Lladó, A.Oliver, M.Cabezas, O. Ganiler, Y. Diez, E. Roura, S. Valverde. "Anàlisi d'imatge automatitzat en Esclerosi Múltiple: Identificació de lesions i atròfia". Ponència invitada a la II Jornada d'Esclerosis Múltiple de Girona celebrada a Pals (Girona), el 13/07/2012. Ponent: J. Freixenet.

  55. [ISMRM 2012] E. Roura, T. Schneider, P. Daga, M. Modat, N. Muhlert, J. Freixenet, D. Chard, S. Ourselin, X. Lladó, C.A.M. Wheeler-Kingshott. "Multi-Channel registration of FA and T1-weighted images to standard space: patients with Multiple Sclerosis". ISMRM 20th International Society for Magnetic Resonance in Medicine. Melbourne, Australia. 5-11 May 2012.
     
  56. [TIC Salut 2012] X.Lladó, A.Oliver, J.Freixenet, M.Cabezas, O. Ganiler. "Projecte SALEM: Segmentació de lesions d'esclerosi múltiple". In III Jornada R+D+i en TIC Salut realitzada en el Parc Científic y Tecnològic de la Universidad de Girona. 7 i 8 de juny 2012.
     
  57. [SPIE 2012] J. Mitra, A. Srikantha, D. Sidibe, R. Martí, A. Oliver, X. Lladó, S. Ghose, J.C. Vilanova, J. Comet, and F. Meriaudeau. "A shape-based statistical method to retrieve 2D TRUS-MR slice correspondence for prostate biopsy". SPIE Conference on Medical Imaging, Proceedings 8314, pp.83143M1-83143M9. San Diego, California. February 2012. (pdf 874 KB)
     
  58. [SPIE 2012] S. Ghose, A. Oliver, R. Martí, X. Lladó, J. Freixenet, J. Mitra, J.C. Vilanova, J. Comet, and F. Meriaudeau. "A hybrid framework of multiple active appearance models and global registration for 3D prostate segmentation in MRI". SPIE Conference on Medical Imaging, Proceedings 8314, pp.83140S1-83140S9. San Diego, California. February 2012. (pdf 8729 KB)
     
  59. [ADASS 2011] M. Masias, J. Freixenet, X. Lladó, M. Peracaula. "Quantitative evaluation of source detection strategies in astronomical images". 21th International Conference on Astronomical Data Analysis Software and Systems. Paris, France, November 6-10, 2011.
     
  60. [DICTA 2011] J. Mitra, Z. Kato, R. Martí, A. Oliver, X. Lladó, S. Ghose, J.C. Vilanova, and F. Meriaudeau. "A non-linear diffeomorphic framework for prostate multimodal registration". International Conference on Digital Image Computing: Techniques and Applications, pp 31-36. Noosa, Australia. December 2011. (pdf 2085 KB)
     
  61. [DICTA 2011] S. Ghose, A. Oliver, R. Martí, X. Lladó, J. Freixenet, J. Mitra, J.C. Vilanova, J. Comet, and F. Meriaudeau. "Statistical shape and probability prior model for automatic prostate segmentation". International Conference on Digital Image Computing: Techniques and Applications, pp 340-345. Noosa, Australia. December 2011. (pdf 1175 KB)
     
  62. [PCI 2011] S. Ghose, A. Oliver, R. Martí, X. Lladó, J. Freixenet, J. Mitra, J.C. Vilanova, J. Comet, and F. Meriaudeau. "Multiple mean models of statistical shape and probability priors for automatic prostate segmentation". MICCAI Workshop on Prostate Cancer Imaging: Computer Aided Diagnosis, Prognosis, and Intervention, LNCS 6963, pp 35-46. Toronto, Canada. September 2011. (pdf 561 KB)
     
  63. [ICIP 2011] A. Torrent, X. Lladó, J.Freixenet, A. Torralba. "Simultaneous detection and segmentation for generic objects". IEEE International Conference on Image Processing, pp 725-728. Brussels, Belgium. September 2011. (pdf 750 KB)
     
  64. [ICIP 2011] S. Ghose, A. Oliver, R. Martí, X. Lladó, J. Freixenet, J.C. Vilanova, F. Meriaudeau. "A probabilistic framework for automatic prostate segmentation with a statistical model of shape and appearance". IEEE International Conference on Image Processing, pp 725-728. Brussels, Belgium. September 2011. (pdf 771 KB)
     
  65. [ICIP 2011] M. Peracaula, A. Oliver, A. Torrent, X. Lladó, J. Freixenet, J. Martí. "Segmenting extended structures in radio astronomical images by filtering brigth compact sources and using wavelets decomposition". IEEE International Conference on Image Processing, pp 2861-2864. Brussels, Belgium. September 2011. (pdf 718 KB)
     
  66. [OCEANS 2011] J. Aulinas, M. Carreras, Y. Petillot, J. Salvi, X. Lladó, R. García, R. Prados. "Feature extraction for underwater visual SLAM". IEEE/OES OCEANS. Santander (Spain). June 2011. (pdf 1803 KB)
     
  67. [WMVC 2011] L. Zappella, A. Del Bue, X. Lladó, J. Salvi. "Simultaneous Motion Segmentation and Structure from Motion". In the IEEE Workshop on Motion and Video Computing. Kona, January 2011. (pdf 552 KB)
     
  68. [ROBOTICA 2011] J. Aulinas, A. Fazlollahi, J. Salvi, X. Lladó, Y. Petillot, J. Sawas, R. García. "Robust automatic landmark detection for underwater SLAM using side-scan sonar imaging". Proceedings of the 11th International Conference on Mobile Robots and Competitions (ROBOTICA), pp. 22-27, Lisboa (Portugal). April 2011. (pdf 7076 KB)
     
  69. [COMPIT 2011] J. Aulinas, Y. Petillot, X. Lladó, J. Salvi, R. García. "Vision-Based Underwater SLAM for the SPARUS AUV". Proceedings of the 10th International Conference on Computer and IT Applications in the Maritime Industries, pp. 171-181. Berlin (Germany). May 2011. (pdf 1821 KB)
     
  70. [SPIE 2011] J.Mitra, R.Martí, A.Oliver, X.Lladó, J.C.Vilanova, F.Meriaudeau. "A comparison of thin-plate splines with automatic correspondences and b-splines with uniform grids for multimodal prostate registration". In SPIE Conference on Medical Imaging. Proc. SPIE 7964, pp 79642T1-79642T8. Lake Buena Vista, Orlando, Florida. February 2011. (pdf 1917 KB)
     
  71. [SPIE 2011] S.Ghose, A.Oliver, R.Martí, X.Lladó, J.Freixenet, J.C.Vilanova, F.Meriaudeau. "Prostate segmentation with local binary patterns guided active appearance model". In SPIE Conference on Medical Imaging. Proc. SPIE 7962, pp 7962181-7962188. Lake Buena Vista, Orlando, Florida. February 2011. (pdf 3157 KB)
     
  72. [EDULEARN 2011] J. Martí, C. Mata, X. Lladó, A. Oliver. "MamoDB: a web-based tool for training radiologists in the diagnosis of digital mammography". International Conference on Education and New Learning Technologies, pp 2359-2367. Barcelona, Spain. July 2011. (pdf 601 KB)
     
  73. [MICCAT 2011] M. Cabezas, A. Oliver, J. Freixenet, X. Lladó. "Segmentation of multiple sclerosis lesions in MRI using spatial information". In Medical Image Computing in Catalunya: Graduate Student Workshop (non-indexed). Barcelona, October 2011.
     
  74. [MICCAT 2011] O. Ganiler, A. Oliver, J. Freixenet, X. Lladó. "Determining MS Lesion Evolution on Brain MRI". In Medical Image Computing in Catalunya: Graduate Student Workshop (non-indexed). Barcelona, October 2011.
     
  75. [TIC Salut 2011] X.Lladó. "Proyecto SALEM: Segmentación de lesiones de esclerosis múltiple en resonancia magnética del cerebro". In II Jornada R+D+i en TIC Salut realizada en el Parque Científico y Tecnológico de la Universidad de Girona. 4 y 5 de Mayo de 2011.
     
  76. [JEMGI 2011] X.Lladó, A.Oliver, J.Freixenet, M.Cabezas, O. Ganiler. "Técnicas de segmentación automática de imágenes de RM Neurológicas". Ponencia invitada en la I Jornada de Esclerosis Múltiple de Girona celebrada en Pals (Girona), el 15/07/2011. Ponente: X. Lladó.
     
  77. [ACCV 2010] L. Zappella, E. Provenzi, X. Lladó, J. Salvi. "Adaptive Motion Segmentation Algorithm Based on the Principal Angles Configuration". In the Asian Conference on Computer Vision. Queenstown, New Zealand. November, 2010.   (code available)
     
  78. [SITIS 2010] J.Mitra, A.Oliver, R.Martí, X.Lladó, J.C.Vilanova, and F.Meriaudeau. "A thin-plate spline based multimodal prostate registration with optimal correspondences". International Conference on Signal-Image Technology & Internet-Based Systems, pp 7-11. Kuala Lumpur, Malaysia. December 2010. (pdf 1009 KB)
     
  79. [SITIS 2010] S.Ghose, A.Oliver, R.Martí, X.Lladó, J.Freixenet, J.C.Vilanova, and F.Meriaudeau. "Prostate segmentation with texture enhanced Active Appearance Model". International Conference on Signal-Image Technology & Internet-Based Systems, pp 18-22. Kuala Lumpur, Malaysia. December 2010. (pdf 341 KB)
     
  80. [DICTA 2010] J.Mitra, A.Oliver, R.Martí, X.Lladó, J.C.Vilanova, and F.Meriadeau. "Multimodal prostate registration using thin-plate splines from automatic correspondences". International Conference on Digital Image Computing: Techniques and Applications, to appear. Sydney, Australia. December 2010. (pdf 2130 KB)
     
  81. [ICIP 2010] A.Torrent, A.Oliver, X.Lladó, R.Martí and J.Freixenet "A supervised micro-calcification detection approach in digitised mammograms". In International Conference on Image Processing, pp. 4345-4348. Hong Kong. September 2010. (pdf 385 KB)
     
  82. [ICIP 2010] Y.Díez, A.Oliver, X.Lladó, and R.Martí. "Comparison of registration methods using mammographic images". In International Conference on Image Processing, pp. 4421-4424. Hong Kong. September 2010. (pdf 244 KB)
     
  83. [PCI 2010] S. Ghose, A. Oliver, R. Martí, X. Lladó, J. Freixenet, J.C. Vilanova, F. Meriaudeau. "Texture Guided Active Appearance Model Propagation for Prostate Segmentation". In the Workshop Prostate Cancer Imaging: Computer Aided Diagnosis, Prognosis, and Intervention, in conjunction with the MICCAI conference, LNCS 6367, pp 111-120. Beijing, Xina, 2010. (pdf 523 KB)
     
  84. [ICPR 2010] A. Torrent, M. Peracaula, X. Lladó, J. Freixenet, J.R. Sanchez-Sutil, J. Marti. "Detecting Faint Compact Sources using Local Features and a Boosting Approach". In IAPR International Conference on Pattern Recognition. Istambul, Turkey. 23-26 August 2010. (pdf 463 KB)
     
  85. [ICPR 2010] A. Oliver, A. Torrent, X. Lladó, J. Marti. "Automatic diagnosis of masses by using level set segmentation and shape description". In IAPR International Conference on Pattern Recognition, pp. 2528-2531. Istambul, Turkey. 23-26 August 2010. (pdf 86 KB)
     
  86. [IWDM 2010] A. Oliver, A. Torrent, M. Tortajada, X. Lladó, M.Peracaula, L.Tortajada, M.Sentís, and J.Freixenet. "A boosting based approach for automatic micro-calcification detection". International Workshop on Digital Mammography, LNCS 6136, pp 251-258. Girona, 16-18 June 2010. (pdf 184 KB)
     
  87. [ADASS 2010] M. Peracaula, X. Lladó, J. Freixenet, A. Oliver, A. Torrent, J. M. Paredes, J. Martí. "Segmentation and detection of extended structures in low frequency astronomical surveys using hybrid wavelet decomposition". 20th International Conference on Astronomical Data Analysis Software and Systems. Boston, USA, November, 7-11, 2010. (pdf 556 KB)
     
  88. [IROS 2010] J. Aulinas, X. LLadó, J. Salvi, Y. Petillot. "Selective Submap Joining for Underwater Large Scale 6-DOF SLAM". In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Taipei, Taiwan. 2010. (pdf 2091 KB)
     
  89. [OCEANS 2010] J. Aulinas, X. LLadó, J. Salvi, Y. Petillot. "Feature based SLAM using Side-Scan salient objects". In MTS/IEEE Oceans, Seattle (USA), September 20-23, 2010. (pdf 4814 KB)
     
  90. [IAV 2010] J. Aulinas, X. LLadó, J. Salvi, Y. Petillot. "SLAM base Selective Submap Joining for the Victoria Park Dataset". 7th IFAC Symposium on Intelligent Autonomous Vehicles, 2010. (pdf 700 KB)
     
  91. [CASEIB 2010] C. Mata, X. Lladó, R. Martí, J. Freixenet, A. Oliver, J. Martí. "Aplicación web para la gestión de una base de datos pública en mamografía digital: MamoDB". Congreso Anual de la Sociedad Española de Ingeniería Biomédica, pp 175-178. Madrid, Spain. November 2010. (pdf 247 KB)
     
  92. [MICCAT 2010] S. Ghose, A. Oliver, R. Martí, X. Lladó, J. Freixenet, J.C.Vilanova, and F. Meriaudeau."Texture Enhanced Active Appearance Model for Prostate Segmentation". In Medical Image Computing in Catalunya: Graduate Student Workshop (non-indexed). Girona, October 2010.
     
  93. [MICCAT 2010] J. Mitra, A. Oliver, R. Martí, X. Lladó and F. Meriaudeau."Thin-plate Splines for Prostate Multimodal Registration". In Medical Image Computing in Catalunya: Graduate Student Workshop (non-indexed). Girona, October 2010.
     
  94. [MICCAT 2010] A. Torrent, A. Oliver, X. Lladó and J. Freixenet. "A supervised micro-calcification detection approach". In Medical Image Computing in Catalunya: Graduate Student Workshop (non-indexed). Girona, October 2010.
     
  95. [MICCAT 2010] M. Cabezas, X. Lladó, A. Oliver, and J. Freixenet. "Strategies for Automated Segmentation of Multiple Sclerosis Lesions on Brain MRI". In Medical Image Computing in Catalunya: Graduate Student Workshop (non-indexed). Girona, October 2010.
     
  96. [MICCAT 2010] C. Mata, X. Lladó and J. Martí. "Web-application system using a Digital Mammographic Database: MamoDB". In Medical Image Computing in Catalunya: Graduate Student Workshop (non-indexed). Girona, October 2010.
     
  97. [ICIP 2009] L. Zappella, X. Lladó, J. Salvi. "Enhanced model selection for motion segmentation". International Conference on Image Processing (ICIP). El Cairo, Egypt, 2009. (pdf 273 KB)
     
  98. [ECMR 2009] J. Aulinas, X. Lladó, Y. Petillot, J. Salvi. "Independent local mapping for large-scale Slam". European Conference on Mobile Robots. Dubrovnik, Croatia. 2009. (pdf 1833 KB)
     
  99. [ADASS 2009] A. Torrent, M. Peracaula, X. Lladó, J. Freixenet, J.R. Sanchez-Sutil, J. M. Paredes, J. Martí. "A Boosting approach for the detection of faint compact sources in wide field apperture synthesis and radio images". 19th International Conference on Astronomical Data Analysis Software and Systems. Sapporo, Japan, October 4-8, 2009. (pdf 784 KB)
     
  100. [CCIA 2009] M. Masias, A. Torrent, X. Lladó, J. Freixenet. "Patch Growing: object segmentation using spatial coherence of local patches". 12th International Conference of the Catalan Association for Artificial Intelligence, CCIA'09, Cardona, Spain. 2009. (pdf 527 KB)
     
  101. [ICPR 2008] X. Lladó, A. Del Bue, L. Agapito. "Recovering Euclidean Deformable Models from Stereo-motion". In IAPR International Conference on Pattern Recognition. Tampa, Florida. 8-11 December 2008. (pdf 237 KB)
     
  102. [CCIA 2008] L. Zappella, X. Lladó, J. Salvi. "Motion Segmentation: A Review". 11th International Conference of the Catalan Association for Artificial Intelligence, CCIA'08, Sant Martí d'Empúries (Spain) October 22-24, 2008. (pdf 511 KB)
     
  103. [CCIA 2008] J. Aulinas, Y.R. Petillot, J. Salvi, X. Lladó. "3D Visual SLAM Applied to Large-Scale Underwater Scenarios". 11th International Conference of the Catalan Association for Artificial Intelligence, CCIA'08, Sant Martí d'Empúries (Spain) October 22-24, 2008. (pdf 94 KB)
     
  104. [ADASS 2008] M. Peracaula, J. Freixenet, X. Lladó, J. Martí, J. M. Paredes. "Detection of faint compact radio sources in wide field interferometric images using the slope stability of a contrast radial function". 18th International Conference on Astronomical Data Analysis Software and Systems. Quebec, Canada, november 2-5, 2008. (pdf 213 KB)
     
  105. [IWDM 2008] A.Torrent, A.Bardera, A.Oliver, J.Freixenet, I.Boada, M.Feixas, R.Martí, X.Lladó, J.Pont, E.Pérez, S.Pedraza, and J.Martí. "Breast density segmentation: a comparison of clustering and region based techniques". International Workshop on Digital Mammography. Tucson, Arizona. June 2008. (pdf 1693 KB)
     
  106. [EPS 2008] X. Lladó. "Adapting the Computer Vision Course to the EEEs". Book Chapter in "Experiències Docents d'Adaptació a l'EEEs A l'Escola Politècnica Superior de la UdG". Eds. ICE/EPS. ISBn 987-84-8458-281-6. July 2008.
     
  107. [UNIVEST 2008] X. Lladó, A. Oliver, J. Freixenet. "How have we designed a succesfull ECTS Master's Degree course in a multicultural environment?. International Conference "The student as the axis of change in University". June 2-3, 2008. (pdf 86 KB)
     
  108. [MICCAI 2007] A. Oliver, X. Lladó, J. Freixenet, J. Martí. "False Positive Reduction in Mammographic Mass Detection using Local Binary Patterns". In 10th International Conference on Medical Image Computing and Computer Assisted Intervention. LnCS 4791, pp 286-293. Brisbane, Australia. October 2007. (pdf 500 KB)
     
  109. [MIUA 2007] X. Lladó, A. Oliver, J. Martí, J. Freixenet. "Dealing with False Positive Reduction in Mammographic Mass Detection". In Medical Image Understanding and Analysis. pp 81-85. Aberystwyth, Wales. July 2007. (pdf 323 KB) (Best Poster Prize)
     
  110. [MIUA 2007] A. Oliver, X. Lladó, R. Martí, J. Freixenet, R. Zwiggelaar. "Classifying Mammograms using Texture Information". In Medical Image Understanding and Analysis. pp 223-227. Aberystwyth, Wales. July 2007. (pdf 385 KB)
     
  111. [IBPRIA 2007] A. Del Bue, X. Lladó, L. Agapito. "Segmentation of Rigid Motion from non-rigid 2D Trajectories". In Iberian Conference on Pattern Recognition and Image Analysis. LnCS 4477, pp 491-498. Girona, Spain, June 2007. (pdf 2026 KB)
     
  112. [IBPRIA 2007] A. Oliver, X. Lladó, J. Martí, R. Martí, J. Freixenet. "False Positive Reduction in Breast Mass Detection using Two-Dimensional PCA". In Iberian Conference on Pattern Recognition and Image Analysis. LnCS 4478, pp 154-161. Girona, Spain. June 2007. (pdf 556 KB)
     
  113. [ICPR 2006] X. Lladó, A. Del Bue, L. Agapito. "Euclidean Reconstruction of Deformable Structure Using a Perspective Camera with Varying Intrinsic Parameters". In IAPR International Conference on Pattern Recognition. Hong Kong, August 2006. (pdf 144 KB)
     
  114. [CVPR 2006] A. Del Bue, X. Lladó, L. Agapito. "non-rigid Metric Shape and Motion Recovery from Uncalibrated Images Using Priors". In IEEE International Conference on Computer Vision and Pattern Recognition, new York, June 2006. (pdf 214KB)
     
  115. [AMFG-ICCV 2005] A. Del Bue, X. Lladó, L. Agapito. "non-rigid Face Modelling Using Shape Priors". Analysis and Modelling of Faces and Gestures (ICCV workshop), Lecture notes in Computer Science. LnCS 2723, pp, 96-107, Beijing, Xina. October 2005. (pdf 722KB)
     
  116. [BMVC 2005] X. Lladó, A. Del Bue, L. Agapito. "non-rigid 3D Factorization for Projective Reconstruction". in British Machine Vision Conference, Oxford, UK. September 2005. (pdf 191 KB)
     
  117. [ECCV 2004] J.Freixenet, X.Muñoz, J.Martí, X. Lladó. "Color Texture Segmentation by Region-Boundary Cooperation". In European Conference on Computer Vision. Lecture notes in Computer Science. LnCS 3022, Prague, May 2004. (pdf 826 KB)
     
  118. [AQTR 2004] X. Lladó, V. Ila, J. Freixenet and J. Marti. "Evaluating surface texture prediction when seen from different distances" IEEE-TTTC-International Conference on Automation, Quality and Testing, Robotics. Cluj-napoca, Romania. May 2004.  (pdf 219 KB)
     
  119. [BMVC 2003] X. Lladó, A. Oliver, M. Petrou, J. Freixenet, and J. Martí. "Simultaneous surface texture classification and illumination tilt angle prediction. In British Machine Vision Conference, norwich, England, September 2003. (pdf 1.4 MB)
     
  120. [ICIP 2003] X. Lladó, J. Martí, and M. Petrou. "Classification of Textures Seen from Different Distances and Under Varying Illumination Direction". In IEEE International Conference on Image Processing. Barcelona 2003. (pdf 374 KB)
     
  121. [ICPR 2002] X. Lladó, M. Petrou. "Classifying Textures when Seen from Different Distances" IAPR International Conference on Pattern Recognition. Quebec, Canada, August 2002.  (pdf 168 KB)
     
  122. [ECCV-Texture 2002] X. Lladó, M. Petrou. "Predicting Surface Texture when Seen from Different Distances" 2nd International Workshop on texture analysis and synthesis. Pages 83-86, Copenhagen,  June 2002. (pdf 765 KB)
     
  123. [LNAI 2002] X. Lladó, J. Martí, and M. Petrou. "Image Texture Prediction Using Colour Photometric Stereo". Lecture notes in Artificial Intelligence. pages 355-363, October 2002. (pdf 477 KB)
     
  124. [QCAR 2002] X. Lladó, J. Pagès, J. Martí, J. Batlle, C. Dragoste "Quality Control by using Surface Shape Analysis". Enviat al International Conference on Quality Control, Automation and Robotics. Cluj-napoca, Romania. Maig de 2002. 
     
  125. [CCIA 2002] X. Lladó, J. Martí, and M. Petrou. "Image texture prediction using colour photometric stereo". Lecture notes in Artificial Intelligence. 5th Catalonian Conference on AI. Castelló de la Plana,  October 2002.
     
  126. [TR-IIiA 2002] X. Lladó, J. Martí, J. Freixenet, and J. Batlle. "A Review of Feature Selection and Feature Evaluation". IIiA. 02-19-RR, Girona 2002.
     
  127. [CCIA 2001] X. Lladó, J. Martí, J. Freixenet, i J. Batlle. "Automated Industrial Inspection Using Photometric Stereo"  4art Congrés Català d'intel.ligència Artificial. Octubre, Barcelona 2001.  (pdf 136 KB)
     
  128. [SNRFAI 2001] X. Lladó, J. Martí, J. Freixenet i V. Ila. "Object Characterization in Outdoor Scene Analysis". SNRFAI-2001. Castellón de la Plana, 2001. (pdf 162 KB)
     
  129. [SNRFAI 2001] J. Martí, J. Freixenet, X. Lladó, X. Muñoz i X. Cufí. "A New Approach to Natural Object Labelling in Colour Aerial Images". SNRFAI-2001. Castelló de la Plana, 2001. (pdf 227 KB)
     
  130. [SNRFAI 2001] J. Freixenet, X. Muñoz, X. Cufí, J. Martí i X. Lladó. "CHAMALEON: a Region-Based Image Retrieval System". SNRFAI-2001. Castelló de la Plana, 2001. (pdf 556 KB)
     
  131. [UdG 2001] J. Martí, J. Freixenet, X. Cufí, X. Muñoz, J. Batlle, R. Garcia, X. Lladó, Assignatura Visió per Computador. Elaboració i muntatge d'un conjunt de pràctiques que reflecteixin la realitat del món industrial. La innovació docent a la Universitat de Girona: presentació de projectes d'investigació docent, pp.57-67, Girona 18 i 19 de desembre de 2001. ISBN:84-8458-183-7. 
     
  132. [TR-IIiA 2001] X. Lladó, i J. Martí. "Surface texture Prediction using Colour Photometric Stereo" IIiA 01-14-RR, Girona 2001.
     
  133. [ICIP 2000] J. Freixenet, X. Lladó, J. Martí i X. Cufí. "Use of Decision Trees in Colour Feature Selection. Application to Object Recognition in Outdoor Scenes". In IEEE International Conference on Image Processing. 3:496-499, Vancouver BC, Canada. 10-13 Setembre de 2000. (pdf 363 KB)
     
  134. [QCAR 2000] X. Lladó, J. Martí, J. Freixenet, i Ll. Pacheco "A novel Criterion Function in Feature Evaluation. Application to the Classification of Corks". In International Conference on Quality Control, Automation and Robotics. vol. 2, pp. 275-280. Cluj-Napoca, Romania. 19-20 Maig de 2000. (pdf 56 KB)
     
  135. [CCIA 2000] X. Lladó, J. Martí, J. Freixenet, i X. Muñoz. "Selecció de Característiques utilitzant Algorismes Genètics" 3er Congrés Català d'intel.ligència Artificial. pp. 152-156. Vilanova i la Geltrú. Octubre de 2000. (pdf 194 KB)
     
  136. [CCIA 1999] X. Lladó, J. Freixenet, J. Martí, J. Forest i J. Salvi "Reconeixement d'Objectes naturals en Escenes d'Exteriors basat en una Estratègia Bottom-up" 2on Congrés Català d'intel.ligència Artificial. pp. 299-307. Girona. Octubre de 1999. (pdf 179 KB)
     

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