2017

 

  • Arxiv preprint. Pont-Tuset, J., Perazzi, F., Caelles, S., Arbeláez, P., Sorkine-Hornung, A., & Van Gool, L. (2017). The 2017 DAVIS Challenge on Video Object Segmentation. arXiv preprint arXiv:1704.00675.,39(4), 627-639.[pdf][project page][BibTeX]

 

  • Hariharan, B., Arbelaez, P., Girshick, R., & Malik, J. (2017). Object Instance Segmentation and Fine-Grained Localization Using Hypercolumns. IEEE transactions on pattern analysis and machine intelligence39(4), 627-639.[pdf][BibTeX]

 

  • J. Pont-Tuset*, P. Arbelaez*, J. Barron, F. Marques and J. Malik. Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation. In TPAMI, 2017.  [pdf][project page][BibTeX]

 

2016

 

  • K.K. Maninis, J. Pont-Tuset, P. Arbelaez, and L. Van Gool. Convolutional Oriented Boundaries. In ECCV 2016. [pdf] [project page]

 

 

  • R. Mendoza, F. Gonzalez, P. Arbelaez, J. Puentes and M. Hernandez. Analysis of PHOW Representations for Alzheimer Disease Classification on Brain Structural MRI. In ISBI 2016.[pdf]

   

  • J. Malik, P. Arbelaez, J. Carreira, K. Fragkiadaki, R. Girshick, G. Gkioxari, S. Gupta,  B. Hariharan, A. Kar and S. Tulsiani. The Three R’s of Computer Vision: Recognition, Reconstruction and Reorganization. In Pattern Rercognition Letters, 2016.  [pdf] .

 


2015

 

  • B.Hariharan, P. Arbelaez, R. Girshick and J. Malik. Hypercolumns for Object Segmentation and Fine-grained Localization. In CVPR 2015. (Oral). [pdf][project page] [BibTeX]

 

  • S. Gupta, P. Arbelaez, R. Girshick and J. Malik. Aligning 3D Models to RGB-D Images of Cluttered Scenes. In CVPR 2015. [pdf]

 

  • K. Fragkiadaki, P. Arbelaez, P. Felsen and J. Malik. Learning to Segment Moving Objects in Videos. In CVPR 2015. [pdf] [project page]

  • S. Gupta, P. Arbelaez, R. Girshick and J. Malik. Indoor Scene Understanding with RGB-D Images: Bottom-up Segmentation, Object Detection and Semantic Segmentation. International Journal of Computer Vision (IJCV), 2015. [pdf] [project page] [BibTeX]

 


2014

 

  • K. Fragkiadaki, M. Salas, P. Arbelaez and J. Malik. Grouping-Based Low-Rank Trajectory Completion and 3D Reconstruction. In NIPS 2014. [pdf] [project page]

 

  • B. Hariharan, P. Arbelaez, R.Girshick and J. Malik. Simultaneous Detection and Segmentation. In ECCV 2014. [pdf] [project page]

 

  • S. Gupta, R.Girshick, P. Arbelaez and J. Malik. Learning Rich Features from RGB-D Images for Object Detection and Segmentation. In ECCV 2014. [pdf] [project page]

 

  • P. Arbelaez*, J. Pont-Tuset*, J. Barron, F. Marques and J. Malik. Multiscale Combinatorial Grouping. In CVPR 2014 (*Equal contribution). [pdf] [project page]

 

  • M. Shatsky*, P. Arbelaez*, B.G. Han, D. Typke, S. Brenner, J. Malik and R. Glaeser. Automated particle correspondence and accurate tilt-axis detection in tilted-image pairs. Journal of Structural Biology, 2014. (*Equal contribution) [pdf] [project page] [BibTeX]

 

  • D. Romo, J. Garcia, P. Arbelaez and E. Romero. A discriminant multi-scale histopathology descriptor using dictionary learning. Progress in Biomedical Optics and Imaging SPIE 2014. [pdf]

 


2013

 

  • J. Barron, P. Arbelaez, S. Keranen, M. Biggin, D. Knowles and J. Malik. Volumetric Semantic Segmentation using Pyramid Context Features. In ICCV 2013. [pdf] [code]

 

  • S. Gupta, P. Arbelaez and J. Malik. Perceptual Organization and Recognition of Indoor Scenes from RGBD Images. In CVPR 2013 (oral).[pdf]

 

  • G. Gkioxari, P. Arbelaez, L. Bourdev and J. Malik. Articulated Pose Estimation using Discriminative Armlet Classifiers. In CVPR 2013.[pdf]

 

  • M. Shatsky, P. Arbelaez, R. Glaeser and S. Brenner. Optimal and fast rotational alignment of volumes with missing data in Fourier space. Journal of Structural Biology, 2013. [pdf] [BibTeX]

 


2012

 

  • C. Gu, P. Arbelaez, Y. Lin, K. Yu and J. Malik. Multi-Component Models for Object Detection. In ECCV 2012. [pdf]

 

  • J. Chang, P. Arbelaez, N. Switz, C. Reber, A. Tapley, L. Davis, A. Cattamanchi, D. Fletcher and J. Malik. Automated Tuberculosis Diagnosis Using Fluorescence Images from a Mobile Microscope. In MICCAI 2012. [pdf]

 

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

 

  • B.G. Han, R. Walton, A. Song, P. Hwu, M. Stubbs, S. Yannone, P. Arbelaez, M. Dong and R. Glaeser. Electron Microscopy of Biotinylated Protein Complexes bound to Streptavidin Monolayer Crystals. Journal of Structural Biology, 2012. doi: 10.1016/j.jsb.2012.04.025. [pdf] [BibTeX]

 


2011

 

  • 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]

 

  • 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]

 

  • 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]

 


2010

 

  • 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]

 


2009

 

  • 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]

 


2008

 

  • 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] [project page]

2006

 

  • 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. Vol. 69. No. 1. pp.119-126. 2006. [pdf]

 


2005

 

  • P. Arbelaez. Une approche metrique pour la segmentation d'images. Ph.D. Dissertation. CEREMADE, Universite Paris-Dauphine. Paris, France. Defended on 24/11/2005. [pdf] (in French)

 


2004

 

  • 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 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. 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)

 


2003

 

  • 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)