Publications

Pablo Arbelaez

Conferences

P. Arbelaez, B. Hariharan, C. Gu, S. Gupta, L. Bourdev and J. Malik. Semantic Segmentation using Regions and Parts. To appear in CVPR 2012 (oral). [pdf]

B. Hariharan, P. Arbelaez, L. Bourdev, S. Maji and J. Malik. Semantic Contours from Inverse Detectors. In ICCV 2011. [pdf] [project page]

P. Sundberg, T. Brox, M. Maire, P. Arbelaez and J. Malik. Occlusion Boundary Detection and Figure/Ground Assignment from Optical Flow. In CVPR 2011 (oral). [pdf]

Y. Song, P. Arbelaez, P.Hall, C. Li, and A. Balikai. Finding Semantic Structures in Image Hierarchies using Laplacian Graph Energy. In ECCV 2010. [pdf] [project page]

J. Lim, P. Arbelaez, C. Gu, and J. Malik. Context by Region Ancestry. In ICCV 2009. [pdf]

P. Arbelaez, M. Maire, C. Fowlkes and J. Malik. From Contours to Regions: An Empirical Evaluation. In CVPR 2009. [pdf] [resources]

C. Gu, J. Lim, P. Arbelaez and J. Malik. Recognition using Regions. In CVPR 2009 (oral). [pdf] [talk] [code]

P. Arbelaez and L. Cohen. Constrained Image Segmentation from Hierarchical Boundaries. In CVPR 2008. [pdf] [project page]

M. Maire, P. Arbelaez, C. Fowlkes and J. Malik. Using Contours to Detect and Localize Junctions in Natural Images. In CVPR 2008 (oral). [pdf] [resources]

P. Arbelaez. Boundary Extraction in Natural Images Using Ultrametric Contour Maps. Proceedings 5th IEEE Workshop on Perceptual Organization in Computer Vision (POCV'06). June 2006. New York, USA. [pdf] [project page]

P. Arbelaez and L. Cohen. Segmentation d'Images Vectorielles par Partitions de Voronoi Generalisees. Actes 14eme Congres Francophone de Reconnaissance des Formes et Intelligence Artificielle (RFIA'04). Janvier 2004. Toulouse, France. (in French)

P. Arbelaez and L. Cohen. Generalized Voronoi Tessellations for Vector-Valued Image Segmentation. Proceedings 2nd IEEE Workshop on Variational, Geometric and Level Set Methods in Computer Vision (VLSM'03). Septembre 2003. Nice, France. [pdf]

P. Arbelaez and L. Cohen. The Extrema Edges. Proceedings 4th International Conference on Scale-Space Theories in Computer Vision (Scale-Space'03). pp. 180-195. July 2003. Isle of Skye, U.K. [pdf]

P. Arbelaez and L. Cohen. Path Variation and Image Segmentation. Proceedings 4th International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR'03). pp. 246-260. June 2003. Lisbon, Portugal. [pdf]

P. Arbelaez and L. Cohen. Partitions d'Energie et Segmentation d'Images. Actes des Journees Francophones des Jeunes Chercheurs en Vision par Ordinateur (ORASIS'03). pp. 375-384. Mai 2003. Gerardmer, France. (in French)

Journals

P. Arbelaez, B.G. Han, D. Typke, J. Lim, R.M. Glaeser and J. Malik. Experimental Evaluation of Support Vector Machine-based and Correlation-based Approaches to Automatic Particle Selection. Journal of Structural Biology, 2011. doi:10.1016/j.jsb.2011.05.017. [pdf] [BibTeX] [project page]

P. Arbelaez, M. Maire, C. Fowlkes and J. Malik. Contour Detection and Hierarchical Image Segmentation. IEEE TPAMI, Vol. 33, No. 5, pp. 898-916, May 2011. [pdf] [BibTeX] [resources]

P. Arbelaez and L. Cohen. A Metric Approach to Vector-Valued Image Segmentation. International Journal of Computer Vision. Vol. 69. No. 1. pp.119-126. 2006. [pdf]

P. Arbelaez and L. Cohen. Segmentation d'Images Couleur par Partitions de Voronoi. Revue Traitement du Signal. Vol. 21. No. 5. pp.407-421. 2004. [pdf] (in French)

P. Arbelaez and L. Cohen. Energy Partitions and Image Segmentation. Journal of Mathematical Imaging and Vision. Vol. 20. No. 1-2. pp. 43-57. 2004. [pdf]

Theses

P. Arbelaez. Une approche metrique pour la segmentation d'images. These Doctorale. CEREMADE, Universite Paris-Dauphine. Paris, France. Soutenue le 24 novembre 2005. [pdf] (in French)

P. Arbelaez. La Ligne de Partage des Eaux : Une Approche par Chemins Minimaux Appliquee a la Segmentation Multi-Echelles. Memoire de DEA. CEREMADE, Universite Paris-Dauphine. Paris, France. Septembre 2000. (in French)

P. Arbelaez. Existencia de Equilibrio en Mercados Incompletos. Tesis de Grado. Departamento de Matematicas. Universidad de los Andes. Bogota, Colombia. 1997. (in Spanish)