Segmentation and Grouping

Multiscale Combinatorial Grouping

Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation

J. Pont-Tuset*, P. Arbelaez*, J. Barron, F. Marques and J. Malik

IEEE transactions on pattern analysis and machine intelligence, 2017


Multiscale Combinatorial Grouping

P. Arbelaez*, J. Pont-Tuset*, J. Barron, F. Marques and J. Malik

CVPR, 2014

Contour Detection and Hierarchical Image Segmentation

Contour Detection and Hierarchical Image Segmentation

P. Arbelaez, M. Maire, C. Fowlkes and J. Malik

IEEE TPAMI, Vol. 33, No. 5, pp. 898-916, May 2011


Finding Semantic Structures in Image Hierarchies using Laplacian Graph Energy

Y. Song, P. Arbelaez, P.Hall, C. Li, and A. Balikai

ECCV, 2010


From Contours to Regions: An Empirical Evaluation

P. Arbelaez, M. Maire, C. Fowlkes and J. Malik

CVPR, 2009


Using Contours to Detect and Localize Junctions in Natural Images

M. Maire, P. Arbelaez, C. Fowlkes and J. Malik

CVPR, 2008. (oral)


Constrained Image Segmentation from Hierarchical Boundaries

P. Arbelaez and L. Cohen

CVPR, 2008


Boundary Extraction in Natural Images Using Ultrametric Contour Maps

P. Arbelaez

Proceedings 5th IEEE Workshop on Perceptual Organization in Computer Vision (POCV'06). June 2006. New York, USA

A Metric Approach to Image Segmentation

A Metric Approach to Vector-Valued Image Segmentation

P. Arbelaez and L. Cohen

International Journal of Computer Vision. Vol. 69. No. 1. pp.119-126. 2006


Energy Partitions and Image Segmentation

P. Arbelaez and L. Cohen

Journal of Mathematical Imaging and Vision. Vol. 20. No. 1-2. pp. 43-57. 2004

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