Pablo Arbelaez Publications

Refereed Publications

• 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]

• C. Gu, J. Lim, P. Arbelaez and J. Malik. Recognition using Regions. In CVPR 2009. [pdf]

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

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

• 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]

• P. Arbelaez and L. Cohen. A Metric Approach to Vector-Valued Image Segmentation. International Journal of Computer Vision. Special Issue on Geometrical, Variational and Level Sets Methods in 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. Numero special Image Couleur. 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]

• 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)

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)