Pablo Andrés Arbeláez

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Generalized Real-World Super-Resolution through Adversarial Robustness.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Panoptic Narrative Grounding.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

BAOD: Budget-Aware Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

APES: Audiovisual Person Search in Untrimmed Video.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Rethinking Clustering for Robustness.

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[DOI]

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Automated lung cancer diagnosis using three-dimensional convolutional neural networks.

[BibT_eX]

[DOI]

Gustavo Pérez

Medical Biol. Eng. Comput., 2020

MANTRA: A Machine Learning reference lightcurve dataset for astronomical transient event recognition.

[BibT_eX]

[DOI]

Mauricio Neira

Catalina Gómez Caballero

John F. Suárez-Pérez

Diego A. Gómez

Juan Pablo Reyes

Marcela Hernández Hoyos

Jaime E. Forero-Romero

CoRR, 2020

ClusTR: Clustering Training for Robustness.

[BibT_eX]

[DOI]

CoRR, 2020

Classifying Image Sequences of Astronomical Transients with Deep Neural Networks.

[BibT_eX]

[DOI]

Catalina Gómez Caballero

Mauricio Neira

Marcela Hernández Hoyos

Jaime Forero-Romero

CoRR, 2020

Robust Medical Instrument Segmentation Challenge 2019.

[BibT_eX]

[DOI]

CoRR, 2020

ISINet: An Instance-Based Approach for Surgical Instrument Segmentation.

[BibT_eX]

[DOI]

Cristina González

Laura Bravo Sánchez

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

SIMBA: Specific Identity Markers for Bone Age Assessment.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

UltraGAN: Ultrasound Enhancement Through Adversarial Generation.

[BibT_eX]

[DOI]

Proceedings of the Simulation and Synthesis in Medical Imaging, 2020

LUCAS: LUng CAncer Screening with Multimodal Biomarkers.

[BibT_eX]

[DOI]

Proceedings of the Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures, 2020

Gabor Layers Enhance Network Robustness.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Active Speakers in Context.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Cerberus: A Multi-headed Network for Brain Tumor Segmentation.

[BibT_eX]

[DOI]

Laura Alexandra Daza

Catalina Gómez Caballero

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

2019

Robust Gabor Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Hand Pose Estimation for Pediatric Bone Age Assessment.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

SMIT: Stochastic Multi-Label Image-to-Image Translation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018

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

[BibT_eX]

[DOI]

Kevis-Kokitsi Maninis

IEEE Trans. Pattern Anal. Mach. Intell., 2018

An Uncertainty-Aware Visual System for Image Pre-Processing.

[BibT_eX]

[DOI]

Christina Gillmann

Alexander Sorkine-Hornung

José Tiberio Hernández

Hans Hagen

Thomas Wischgoll

J. Imaging, 2018

Dynamic Multimodal Instance Segmentation Guided by Natural Language Queries.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Object Instance Segmentation and Fine-Grained Localization Using Hypercolumns.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2017

The 2017 DAVIS Challenge on Video Object Segmentation.

[BibT_eX]

[DOI]

CoRR, 2017

Intuitive Error Space Exploration of Medical Image Data in Clinical Daily Routine.

[BibT_eX]

[DOI]

Christina Gillmann

José Tiberio Hernández

Hans Hagen

Thomas Wischgoll

Proceedings of the 19th Eurographics Conference on Visualization, 2017

Bone age detection via carpogram analysis using convolutional neural networks.

[BibT_eX]

[DOI]

Felipe Torres

María Alejandra Bravo

Emmanuel Salinas

Gustavo Triana

Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017

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

[BibT_eX]

[DOI]

Gustavo Pérez

Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017

Learning to segment mouse embryo cells.

[BibT_eX]

[DOI]

Juan León

Alejandro Pardo

Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017

Volumetric multimodality neural network for brain tumor segmentation.

[BibT_eX]

[DOI]

Laura Silvana Castillo

Laura Alexandra Daza

Luis Carlos Rivera

Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017

Automatic diabetic retinopathy classification.

[BibT_eX]

[DOI]

María Alejandra Bravo

Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017

Brain Tumor Segmentation and Parsing on MRIs Using Multiresolution Neural Networks.

[BibT_eX]

[DOI]

Laura Silvana Castillo

Laura Alexandra Daza

Luis Carlos Rivera

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017

2016

The three R's of computer vision: Recognition, reconstruction and reorganization.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2016

Deep Retinal Image Understanding.

[BibT_eX]

[DOI]

Kevis-Kokitsi Maninis

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Analysis of PHOW representations for Alzheimer disease classification on brain structural MRI.

[BibT_eX]

[DOI]

Marcela Hernández Hoyos

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Convolutional Oriented Boundaries.

[BibT_eX]

[DOI]

Kevis-Kokitsi Maninis

José Antonio Valero Medina

Proceedings of the Computer Vision - ECCV 2016, 2016

A Combinatorial Approach for Hyperspectral Image Segmentation.

[BibT_eX]

[DOI]

Pablo Andrés Arbeláez Escalante

Iván Alberto Lizarazo Salcedo

Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2015

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

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2015

Oracle MCG: A first peek into COCO Detection Challenges.

[BibT_eX]

[DOI]

CoRR, 2015

Inferring 3D Object Pose in RGB-D Images.

[BibT_eX]

[DOI]

CoRR, 2015

Hypercolumns for object segmentation and fine-grained localization.

[BibT_eX]

[DOI]

Bharath Hariharan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Aligning 3D models to RGB-D images of cluttered scenes.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Learning to segment moving objects in videos.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Spatio-Temporal Moving Object Proposals.

[BibT_eX]

[DOI]

Katerina Fragkiadaki

Panna Felsen

CoRR, 2014

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

[BibT_eX]

[DOI]

Katerina Fragkiadaki

Marta Salas

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

A discriminant multi-scale histopathology descriptor using dictionary learning.

[BibT_eX]

[DOI]

David Romo

Juan D. García-Arteaga

Eduardo Romero

Proceedings of the Medical Imaging 2014: Digital Pathology, 2014

Simultaneous Detection and Segmentation.

[BibT_eX]

[DOI]

Bharath Hariharan

Proceedings of the Computer Vision - ECCV 2014, 2014

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

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014, 2014

Multiscale Combinatorial Grouping.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Volumetric Semantic Segmentation Using Pyramid Context Features.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Perceptual Organization and Recognition of Indoor Scenes from RGB-D Images.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Articulated Pose Estimation Using Discriminative Armlet Classifiers.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Automated Tuberculosis Diagnosis Using Fluorescence Images from a Mobile Microscope.

[BibT_eX]

[DOI]

Jeannette Chang

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Multi-component Models for Object Detection.

[BibT_eX]

[DOI]

Chunhui Gu

Yuanqing Lin

Kai Yu

Proceedings of the Computer Vision - ECCV 2012, 2012

Semantic segmentation using regions and parts.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Contour Detection and Hierarchical Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Semantic contours from inverse detectors.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Occlusion boundary detection and figure/ground assignment from optical flow.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Finding Semantic Structures in Image Hierarchies Using Laplacian Graph Energy.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2010

2009

Context by region ancestry.

[BibT_eX]

[DOI]

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Recognition using regions.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

From contours to regions: An empirical evaluation.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

Using contours to detect and localize junctions in natural images.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Constrained image segmentation from hierarchical boundaries.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2006

A Metric Approach to Vector-Valued Image Segmentation.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2006

Boundary Extraction in Natural Images Using Ultrametric Contour Maps.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2004

Energy Partitions and Image Segmentation.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2004

2003

The Extrema Edges.

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[DOI]

Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003

Path Variation and Image Segmentation.

[BibT_eX]

[DOI]