Segmentation and Grouping

Cristina González

Nicolás Ayobi

Isabela Hernández

Pablo Arbeláez

Collaboration with Jordi Pont-Tuset, Laurent Cohen, Charless Fowlkes, and Jitendra Malik.

Publications

PANOPTIC NARRATIVE GROUNDING

C. GONZÁLEZ, N. AYOBI, I. HERNÁNDEZ, J. HERNÁNDEZ, J. PONT-TUSET AND P. ARBELÁEZ

ICCV 2021 (Oral Presentation)

ISINET: AN INSTANCE-BASED APPROACH FOR SURGICAL INSTRUMENT SEGMENTATION

C. GONZÁLEZ*, L. BRAVO-SÁNCHEZ* AND P. ARBELÁEZ

23RD INTERNATIONAL MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION (MICCAI), 2020

DYNAMIC MULTIMODAL INSTANCE SEGMENTATION GUIDED BY NATURAL LANGUAGE QUERIES

E MARGFFOY-TUAY, JC PÉREZ, E BOTERO, P ARBELÁEZ

ECCV 2018

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

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

CONSTRAINED IMAGE SEGMENTATION FROM HIERARCHICAL BOUNDARIES

P. ARBELAEZ AND L. COHEN

CVPR, 2008

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

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

MAIN: Multi-Attention Instance Network for Video Segmentation

Juan Leon Alcazar, Maria A. Bravo, Ali K. Thabet, Guillaume Jeanneret, Thomas Brox, Pablo Arbelaez, Bernard Ghanem

Computer Vision and Image Understanding

CONTACT

Addrs. Cra. 1 E No. 19A - 40. Mario Laserna Building - School of Engineering, Bogotá, Colombia, Zip 111711, Ph. +(571) 332 4327, 332 4328, 332 4329

Cristina González

Nicolás Ayobi

Isabela Hernández

Pablo Arbeláez

Publications

PANOPTIC NARRATIVE GROUNDING

ISINET: AN INSTANCE-BASED APPROACH FOR SURGICAL INSTRUMENT SEGMENTATION

DYNAMIC MULTIMODAL INSTANCE SEGMENTATION GUIDED BY NATURAL LANGUAGE QUERIES

MULTISCALE COMBINATORIAL GROUPING FOR IMAGE SEGMENTATION AND OBJECT PROPOSAL GENERATION

MULTISCALE COMBINATORIAL GROUPING

CONTOUR DETECTION AND HIERARCHICAL IMAGE SEGMENTATION

FINDING SEMANTIC STRUCTURES IN IMAGE HIERARCHIES USING LAPLACIAN GRAPH ENERGY

FROM CONTOURS TO REGIONS: AN EMPIRICAL EVALUATION

CONSTRAINED IMAGE SEGMENTATION FROM HIERARCHICAL BOUNDARIES

USING CONTOURS TO DETECT AND LOCALIZE JUNCTIONS IN NATURAL IMAGES

BOUNDARY EXTRACTION IN NATURAL IMAGES USING ULTRAMETRIC CONTOUR MAPS

A METRIC APPROACH TO VECTOR-VALUED IMAGE SEGMENTATION

ENERGY PARTITIONS AND IMAGE SEGMENTATION

MAIN: Multi-Attention Instance Network for Video Segmentation

CONTACT

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