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Xavier Muñoz Pujol

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Thesis

  • [Thesis 03] X.Muñoz. Image Segmentation Integrating Colour, Texture and Boundary Information. Departament d'Electrònica, Informàtica i Automàtica. Universitat de Girona. February 2003. (TDX)

Book Chapters

  • [AIEP 00] X.Cufí, X.Muñoz, J.Freixenet, J.Martí. A Review on Image Segmentation Techniques Integrating Region and Boundary Information. Advances in Imaging and Electron Physics. Edited by Peter W. Hawkes. Academic Press.vol.120 pp.1-39, 2002. (PDF 692 KB)

Journals

  • [T-PAMI 07] A.Bosch, A.Zisserman, X.Muñoz. Scene classification using a hybrid generative/discriminative approach. IEEE Transactions on Pattern Analysis and Machine Intelligence. vol. 30, Issue 4, pp.712-727, April 2008. DOI

  • [IVC 07] A.Bosch, X.Muñoz, R.Martí. A Review: Which is the Best Way to Organize/Classify Images by Content?. Image and Vision Computing. vol.25, Issue 6, pp.778-791, June 2007. DOI

  • [IVC 07] A.Bosch, X.Muñoz, J.Freixenet. Segmentation and Description of Natural Outdoor Scenes. Image and Vision Computing. vol. 25, Issue 5, pp.727-740, May 2007. DOI

  • [PRL 03] X.Muñoz, J.Freixenet, X.Cufí, J.Martí. Strategies for Image Segmentation Combining Region and Boundary Information. Pattern Recognition Letters. vol.24:(1-3) pp.375-392, January 2003. DOI

International Conferences

  • [ICCV 07] A.Bosch, A.Zisserman, X.Muñoz. Image Classification Using Random Forests and Ferns. IEEE International Conference on Computer Vision. Rio de Janeiro, Brazil. October 2007.

  • [CIVR 07] A.Bosch, A.Zisserman, X.Muñoz. Representing Shape with a Spatial Pyramid Kernel. International Conference on Image and Video Retrieval. Amsterdam, The Netherlands. July 2007.

  • [ICPR 06] A.Bosch, X.Muñoz, A.Oliver, R.Martí. Object and Scene classification: what does a Supervised Approach Provide us?. International Conference on Pattern Recognition, vol. 1, pp. 773-777. Hong Kong. August 2006.

  • [CVPR 06] A.Bosch, X.Muñoz, A.Oliver, J.Martí. Modeling and Classifying Breast Tissue Density in Mammograms. IEEE Conference on Computer Vision and Pattern Recognition, vol. 2, pp. 1552-1558. New York. June 2006.

  • [ECCV 06] A.Bosch, A.Zisserman, X.Muñoz. Scene Classification via PLSA. European Conference on Computer Vision, vol. IV, pp. 517-530. Graz, Austria. May 2006.

  • [Q&A-R 06] A.Oliver, X.Muñoz, J.Batlle, Ll.Pacheco, J.Freixenet. Improving clustering algorithms for image segmentation using contour and region information. IEEE International Conference on Automation, Quality&Testing, Robotics. Cluj-Napoca, Romania. May 2006.

  • [ICIP 05] A.Bosch, X.Muñoz, J.Martí. Using appearance and context for outdoor scene object classification. International Conference on Image Processing, vol. 2, pp. 1218-1221. Genova, Italy. September 2005.(PDF 265 KB)

  • [Q&A-R 04] A.Bosch, X.Muñoz, J.Freixenet, J.Martí. Supervised Object Knowledge Learning for Image Understanding. IEEE International Conference on Automation, Quality&Testing, Robotics. Cluj-Napoca, Romania. May 2004. (PDF 101 KB)

  • [ECCV 04] J.Freixenet, X.Muñoz, J.Martí, X.Lladó. Color Texture Segmentation by Region-Boundary Cooperation. European Conference on Computer Vision, vol. II, pp. 250-261. Prague, May 2004. (PDF 927 KB)

  • [ICIP 03] X.Muñoz, J.Freixenet, X.Cufí, J.Martí. Active Regions for Colour Texture Segmentation Integrating Region and Boundary Information. International Conference on Image Processing, vol. 3, pp. 453-456. Barcelona, September 2003. (PDF 194 KB)

  • [ICPR 02] X.Muñoz, J.Martí, X.Cufí, J.Freixenet. Unsupervised Active Regions for Multiresolution Image Segmentation. International Conference on Pattern Recognition, vol. 2, pp. 905-908. Québec, August 2002. (PDF 237 KB)

  • [Texture 02] X.Muñoz, J.Freixenet, J.Martí, X.Cufí. Active Regions for Unsupervised Texture Segmentation Integrating Region and Boundary Information. 2nd International Workshop on Texture Analysis and Synthesis, pp. 95-98. Copenhagen, June 2002. (PDF 352 KB)

  • [ECCV 02] J.Freixenet, X.Muñoz, D.Raba, J.Martí, X.Cufí. Yet Another Survey on Image Segmentation: Region and Boundary Information Integration. Proceedings of the European Conference on Computer Vision, vol. III, pp. 408-422. Copenhagen, May 2002. (PDF 744 KB)

  • [ICIP 00] X.Muñoz, X.Cufí, J.Freixenet, J.Martí. A new Approach to Segmentation Based on Fusing Circumscribed Contours, Region Growing and Clustering. Proceedings of the IEEE International Conference On Image Processing, vol. 1, pp. 800-803. Vancouver, Sept. 2000. (PDF 210 KB)

  • [ICPR 00] X.Cufí, X.Muñoz, J.Freixenet, J.Martí. A Concurrent Region Growing Algorithm Guided by Circumscribed Contours. Proceedings of the International Conference On Pattern Recognition, vol. 1, pp. 432-435. Barcelona, Sept. 2000. (PDF 210 KB)

  • [Q&A-R 00] A.Casals, X.Muñoz, X.Cufí, J.Freixenet, J.Martí. Friendly Interface For Objects Selection In A Robotized Kitchen. IEEE International Conference on Automation, Quality&Testing, Robotics, vol. 2, pp. 221-226. Cluj-Napoca, Romania. May 2000. (PDF 217 KB)

  • [ICRA 00] A.Casals, X.Cufí, J.Freixenet, J.Martí, X.Muñoz. Friendly Interface For Objects Selection In A Robotized Kitchen. Proceedings of the IEEE International Conference On Robotics And Automation, vol 4, pp. 4070-4075, San Francisco, April 2000. (PDF 644 KB)


National Conferences

  • [IbPRIA 05] X.Muñoz, A.Bosch, J.Freixenet, J.Espunya. A Learning Framework for Object Recognition on Image Understanding. Iberian Conference on Pattern Recognition and Image Analysis. LNCS 3523, pp. 311-318. Estoril, Portugal. Juny 2005. (PDF 256 KB)

  • [IbPRIA 03] J.Martí, J.Freixenet, X.Muñoz, A.Oliver. Active Region Segmentation of Masses based on Texture, Contour and Shape Features. 1st Iberian Conference on Pattern Recognition and Image Analysis, LNCS 2652, pp. 478-485. Mallorca, Juny 2003. (PDF 165 KB)

  • [CCIA 02]) X.Muñoz, J.Freixenet, D.Raba, X.Cufí, J.Martí. Region-Boundary Cooperative Image Segmentation Based on Active Regions. 5è Congrés Català d'Intel.ligència Artificial, pp.45-52. Castelló de la Plana, oct. 2002. (PDF 519 KB)

  • [CCIA 01] X.Muñoz, J.Freixenet, J.Martí, X.Cufí, J.Batlle. New Strategy of Relevance Feedback based on Specific Feature Selection. 4t Congrés Català d'Intel.ligència Artificial, pp. 276-282. Barcelona, oct. 2001. (PDF 835 KB)

  • [SNRFAI 01] J.Freixenet, X.Muñoz, X.Cufí, J.Martí, X.Lladó. Chameleon: a Region-Based Image Retrieval System. Proc. of the IX Simposium Nacional en Reconocimiento de Formas y Análisis de Imagen. Vol.II, pp. 67-72. Benicàssim (Castelló). Maig 2001. (PDF 556 KB)

  • [SNFRAI 01] J.Martí, J.Freixenet, X.Lladó, X.Muñoz, X.Cufí. A new Approach to Natural Object Labelling in Colour Aerial Images Proc. of the IX Simposium Nacional en Reconocimiento de Formas y Análisis de Imagen. Vol. I, pp. 67-72. Benicàssim (Castelló).

  • [SNRFAI 01] R.Garcia, X.Cufí, X.Muñoz, Ll.Pacheco, J.Batlle. An Image Mosaicking Method Based on the Integration of Grey Level and Textural Features. Proc. of the IX Simposium Nacional en Reconocimiento de Formas y Análisis de Imagen. Vol. II, pp. 243-248, Benicàssim (Castelló). Maig 2001.

  • [CCIA 00] X.Lladó, J.Martí, J.Freixenet, X.Muñoz. Selecció de Característiques Mitjançant Algorismes Genètics. 3r Congrés Català d'Intel.ligència Artificial, pp. 152-156, Vilanova i la Geltrú, Octubre 2000.

  • [AER 00] X.Muñoz, M.Malagelada, A.Casals, X.Cufí, J.Freixenet, Ll.Pacheco. Interfaz Para La Selección De Objectos De Una Cocina Adaptada Para Personas Discapacitadas. 6 Congreso Aer/Atp "Año 2000: La Automatización Más Inteligente Y Fácil", Barcelona, 1999.


Technical Reports

  • A.Bosch, X.Muñoz. Estudi De Diferents Descriptors de Forma per Caracteritzar Objectes. Technical Report IIiA 05-01-RR, Institute of Informatics and Applications. University of Girona, 2005.
  • X.Muñoz, J.Freixenet. Accurate Texture Segmentation based on Gabor Phase Features. Technical Report IIiA 01-13-RR, Institute of Informatics and Applications. University of Girona, 2001.
  • X.Cufí, J.Freixenet, J.Martí, X.Muñoz. A Review on Image Segmentation Techniques Integrating Region and Boundary Information. Technical Report IIiA 01-01-RR, Institute of Informatics and Applications. University of Girona, 2001.