Segmentation and Grouping - Biomedical Computer Vision

Skip to main content

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

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

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

FROM CONTOURS TO REGIONS: AN EMPIRICAL EVALUATION

P. ARBELAEZ, M. MAIRE, C. FOWLKES AND J. MALIK

CONSTRAINED IMAGE SEGMENTATION FROM HIERARCHICAL BOUNDARIES

P. ARBELAEZ AND L. COHEN

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