Publications by year

Dynamic Multimodal Instance Segmentation Guided by Natural Language Queries

E Margffoy-Tuay, JC Pérez, E Botero, P Arbeláez

To appear at ECCV 2018

Light-sheet enhanced resolution of light field microscopy for rapid imaging of large volumes

J Madrid-Wolff, D Castro, P Arbeláez, M Forero-Shelton

Three-Dimensional and Multidimensional Microscopy: Image Acquisition and Processing XXV, 2018

Brain Tumor Segmentation and Parsing on MRIs using Multiresolution Neural Networks

LS. Castillo, LA. Daza, LC. Rivera, P. Arbeláez

Brain Lesion workshop of the medical Image Computing and Computer assisted Interventions Conference, 2017

Recognition of skin melanoma through dermoscopic image analysis

C. Gómez and D. Herrera

13th International Conference on Medical Information Processing and Analysis (SIPAIM), 2017

Bone age detection via carpogram analysis using convolutional neural networks

F. Torres, M.A. Bravo, E Salinas, G Triana and P. Arbeláez

13th International Conference on Medical Information Processing and Analysis (SIPAIM), 2017

Volumetric multimodality neural network for brain tumor segmentation

L.S. Castillo, L.A. Daza, L.C. Rivera and P. Arbeláez

13th International Conference on Medical Information Processing and Analysis (SIPAIM), 2017

Learning to segment mouse embryo cells

J. León, A. Pardo and P. Arbeláez

13th International Conference on Medical Information Processing and Analysis (SIPAIM), 2017

Automated detection of lung nodules with three-dimensional convolutional neural networks

G. Pérez and P. Arbeláez

13th International Conference on Medical Information Processing and Analysis (SIPAIM), 2017

Automatic diabetic retinopathy classification

M.A. Bravo and P. Arbeláez

13th International Conference on Medical Information Processing and Analysis (SIPAIM), 2017

Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks

Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Pablo Arbeláez, and Luc Van Gool

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017

Multi-View Dynamic Facial Action Unit Detection

A. Romero, J. León and P. Arbeláez

arXiv preprint arXiv:1704.07863

The 2017 DAVIS Challenge on Video Object Segmentation

Pont-Tuset, J., Perazzi, F., Caelles, S., Arbeláez, P., Sorkine-Hornung, A., and Van Gool, L.

arXiv preprint arXiv:1704.00675.,39(4), 627-639

Object Instance Segmentation and Fine-Grained Localization Using Hypercolumns

Hariharan, B., Arbelaez, P., Girshick, R., and Malik, J.

IEEE transactions on pattern analysis and machine intelligence, 39(4), 627-639.

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

Convolutional Oriented Boundaries

K.K. Maninis, J. Pont-Tuset, P. Arbelaez, and L. Van Gool

ECCV, 2016

Deep Retinal Image Understanding

K.K. Maninis, J. Pont-Tuset, P. Arbelaez, and L. Van Gool

MICCAI, 2016

Analysis of PHOW Representations for Alzheimer Disease Classification on Brain Structural MRI

R. Mendoza, F. Gonzalez, P. Arbelaez, J. Puentes and M. Hernandez

ISBI, 2016

The Three R’s of Computer Vision: Recognition, Reconstruction and Reorganization

J. Malik, P. Arbelaez, J. Carreira, K. Fragkiadaki, R. Girshick, G. Gkioxari, S. Gupta, B. Hariharan, A. Kar and S. Tulsiani

Pattern Rercognition Letters, 2016

Hypercolumns for Object Segmentation and Fine-grained Localization

B.Hariharan, P. Arbelaez, R. Girshick and J. Malik

CVPR, 2015. (Oral)

Aligning 3D Models to RGB-D Images of Cluttered Scenes

S. Gupta, P. Arbelaez, R. Girshick and J. Malik

CVPR, 2015

Learning to Segment Moving Objects in Videos

K. Fragkiadaki, P. Arbelaez, P. Felsen and J. Malik

CVPR, 2015

Indoor Scene Understanding with RGB-D Images: Bottom-up Segmentation, Object Detection and Semantic Segmentation

S. Gupta, P. Arbelaez, R. Girshick and J. Malik

International Journal of Computer Vision (IJCV), 2015

Grouping-Based Low-Rank Trajectory Completion and 3D Reconstruction

K. Fragkiadaki, M. Salas, P. Arbelaez and J. Malik

NIPS, 2014

Simultaneous Detection and Segmentation

B. Hariharan, P. Arbelaez, R.Girshick and J. Malik

ECCV, 2014

Learning Rich Features from RGB-D Images for Object Detection and Segmentation

S. Gupta, R.Girshick, P. Arbelaez and J. Malik

ECCV, 2014

Multiscale Combinatorial Grouping

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

CVPR, 2014

Automated particle correspondence and accurate tilt-axis detection in tilted-image pairs

M. Shatsky*, P. Arbelaez*, B.G. Han, D. Typke, S. Brenner, J. Malik and R. Glaeser

Journal of Structural Biology, 2014

A discriminant multi-scale histopathology descriptor using dictionary learning

D. Romo, J. Garcia, P. Arbelaez and E. Romero

Progress in Biomedical Optics and Imaging, SPIE, 2014

Volumetric Semantic Segmentation using Pyramid Context Features

J. Barron, P. Arbelaez, S. Keranen, M. Biggin, D. Knowles and J. Malik

ICCV, 2013

Perceptual Organization and Recognition of Indoor Scenes from RGBD Images

S. Gupta, P. Arbelaez and J. Malik

CVPR, 2013. (oral)

Articulated Pose Estimation using Discriminative Armlet Classifiers

G. Gkioxari, P. Arbelaez, L. Bourdev and J. Malik

CVPR, 2013

Optimal and fast rotational alignment of volumes with missing data in Fourier space

M. Shatsky, P. Arbelaez, R. Glaeser and S. Brenner

Journal of Structural Biology, 2013

Multi-Component Models for Object Detection

C. Gu, P. Arbelaez, Y. Lin, K. Yu and J. Malik

ECCV, 2012

Automated Tuberculosis Diagnosis Using Fluorescence Images from a Mobile Microscope

J. Chang, P. Arbelaez, N. Switz, C. Reber, A. Tapley, L. Davis, A. Cattamanchi, D. Fletcher and J. Malik

MICCAI, 2012

Semantic Segmentation using Regions and Parts

P. Arbelaez, B. Hariharan, C. Gu, S. Gupta, L. Bourdev and J. Malik

CVPR, 2012. (oral)

Electron Microscopy of Biotinylated Protein Complexes bound to Streptavidin Monolayer Crystals

B.G. Han, R. Walton, A. Song, P. Hwu, M. Stubbs, S. Yannone, P. Arbelaez, M. Dong and R. Glaeser

Journal of Structural Biology, 2012. doi: 10.1016/j.jsb.2012.04.025

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

Semantic Contours from Inverse Detectors

B. Hariharan, P. Arbelaez, L. Bourdev, S. Maji and J. Malik

ICCV, 2011

Occlusion Boundary Detection and Figure/Ground Assignment from Optical Flow

P. Sundberg, T. Brox, M. Maire, P. Arbelaez and J. Malik

CVPR, 2011. (oral)

Experimental Evaluation of Support Vector Machine-based and Correlation-based Approaches to Automatic Particle Selection

P. Arbelaez, B.G. Han, D. Typke, J. Lim, R.M. Glaeser and J. Malik

Journal of Structural Biology, 2011. doi:10.1016/j.jsb.2011.05.017

Finding Semantic Structures in Image Hierarchies using Laplacian Graph Energy

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

ECCV, 2010

Context by Region Ancestry

J. Lim, P. Arbelaez, C. Gu, and J. Malik

ICCV, 2009

From Contours to Regions: An Empirical Evaluation

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

CVPR, 2009

Recognition using Regions

C. Gu, J. Lim, P. Arbelaez and J. Malik

CVPR, 2009. (oral)

Using Contours to Detect and Localize Junctions in Natural Images

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

CVPR, 2008. (oral)

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 Vector-Valued Image Segmentation

P. Arbelaez and L. Cohen

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

Une approche metrique pour la segmentation d'images

P. Arbelaez

Ph.D. Dissertation. CEREMADE, Universite Paris-Dauphine. Paris, France. Defended on 24/11/2005

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

Segmentation d'Images Couleur par Partitions de Voronoi

P. Arbelaez and L. Cohen

Revue Traitement du Signal. Vol. 21. No. 5. pp.407-421. 2004

Segmentation d'Images Vectorielles par Partitions de Voronoi Generalisees

P. Arbelaez and L. Cohen

Actes 14eme Congres Francophone de Reconnaissance des Formes et Intelligence Artificielle (RFIA'04). Janvier 2004. Toulouse, France

Generalized Voronoi Tessellations for Vector-Valued Image Segmentation

P. Arbelaez and L. Cohen

Proceedings 2nd IEEE Workshop on Variational, Geometric and Level Set Methods in Computer Vision (VLSM'03). Septembre 2003. Nice, France

The Extrema Edges

P. Arbelaez and L. Cohen

Proceedings 4th International Conference on Scale-Space Theories in Computer Vision (Scale-Space'03). pp. 180-195. July 2003. Isle of Skye, U.K

Path Variation and Image Segmentation

P. Arbelaez and L. Cohen

Proceedings 4th International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR'03). pp. 246-260. June 2003. Lisbon, Portugal

Partitions d'Energie et Segmentation d'Images

P. Arbelaez and L. Cohen

Actes des Journees Francophones des Jeunes Chercheurs en Vision par Ordinateur (ORASIS'03). pp. 375-384. Mai 2003. Gerardmer, France

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