apbmm cvpr2014

  Multiscale Combinatorial Grouping

   [project page]

  • J. Pont-Tuset*, P. Arbelaez*, J. Barron, F. Marques, J. Malik. Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation. arXiv:1503.00848, March 2015. [pdf]
  • P. Arbelaez*, J. Pont-Tuset*, J. Barron, F. Marques and J. Malik. Multiscale Combinatorial Grouping. In CVPR 2014 (*Equal contribution). [pdf]

175083 ois


  Contour Detection and Hierarchical Image Segmentation

  [resources]

  • 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]
  • 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]
  • P. Arbelaez, M. Maire, C. Fowlkes and J. Malik. From Contours to Regions: An Empirical Evaluation. In CVPR 2009. [pdf]
  • M. Maire, P. Arbelaez, C. Fowlkes and J. Malik. Using Contours to Detect and Localize Junctions in Natural Images. In CVPR 2008 (oral). [pdf]
  • P. Arbelaez and L. Cohen. Constrained Image Segmentation from Hierarchical Boundaries. 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]

Clipboard03


  A Metric Approach to Image Segmentation

 

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