CVPR

Learning Physics-guided Face Relighting under Directional Light

Thomas Nestmeyer, Jean-François Lalonde, Iain Matthews, Andreas M. Lehrmann

Comments CVPR 2020 (Oral)

Calibrated Vehicle Paint Signatures for Simulating Hyperspectral Imagery

Zachary Mulhollan, Aneesh Rangnekar, Timothy Bauch, Matthew J. Hoffman, Anthony Vodacek

Comments 10 pages with supplementary material, 7 figures, submitted to CVPR PBVS 2020 Conference, Dataset uploaded to https://github.com/mulhollanz/Hyperspectral_Vehicle_Paint_Signatures_Dataset.git

Fast Soft Color Segmentation

Naofumi Akimoto, Huachun Zhu, Yanghua Jin, Yoshimitsu Aoki

Comments Accepted at CVPR 2020

Representation Learning of Histopathology Images using Graph Neural Networks

Mohammed Adnan, Shivam Kalra, Hamid R. Tizhoosh

Comments Published in CVMI at CVPR Workshops, 2020

Compositional Convolutional Neural Networks: A Deep Architecture with Innate Robustness to Partial Occlusion

Adam Kortylewski, Ju He, Qing Liu, Alan Yuille

Comments CVPR 2020; Code is available https://github.com/AdamKortylewski/CompositionalNets; Supplementary material: https://adamkortylewski.com/data/compnet_supp.pdf

Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis

Tyler L. Hayes, Christopher Kanan

Comments To appear in the IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPR-W) on Continual Learning in Computer Vision (CLVision) 2020

Self-Learning with Rectification Strategy for Human Parsing

Tao Li, Zhiyuan Liang, Sanyuan Zhao, Jiahao Gong, Jianbing Shen

Comments Accepted to CVPR 2020

CPARR: Category-based Proposal Analysis for Referring Relationships

Chuanzi He, Haidong Zhu, Jiyang Gao, Kan Chen, Ram Nevatia

Comments CVPR 2020 Workshop on Multimodal Learning

Continual Learning for Anomaly Detection in Surveillance Videos

Keval Doshi, Yasin Yilmaz

Comments accepted to CVPR 2020: Workshop on Continual Learning in Computer Vision. arXiv admin note: text overlap with arXiv:2004.02072

Adversarial Light Projection Attacks on Face Recognition Systems: A Feasibility Study

Dinh-Luan Nguyen, Sunpreet S. Arora, Yuhang Wu, Hao Yang

Comments To appear in the proceedings of the IEEE Computer Vision and Pattern Recognition (CVPR) Biometrics Workshop 2020 - 9 pages, 8 figures

RGBD-Dog: Predicting Canine Pose from RGBD Sensors

Sinead Kearney, Wenbin Li, Martin Parsons, Kwang In Kim, Darren Cosker

Comments 18 pages, 16 figures, to be published in CVPR 2020

Top-Down Networks: A coarse-to-fine reimagination of CNNs

Ioannis Lelekas, Nergis Tomen, Silvia L. Pintea, Jan C. van Gemert

Comments CVPR Workshop Deep Vision 2020

Spatially Attentive Output Layer for Image Classification

Ildoo Kim, Woonhyuk Baek, Sungwoong Kim

Comments First two authors contributed equally. Accepted at CVPR 2020

Multimodal and multiview distillation for real-time player detection on a football field

Anthony Cioppa, Adrien Deliège, Noor Ul Huda, Rikke Gade, Marc Van Droogenbroeck, Thomas B. Moeslund

Comments Accepted for the CVSports workshop of CVPR 2020 ; 8 pages + references

Local-Global Video-Text Interactions for Temporal Grounding

Jonghwan Mun, Minsu Cho, Bohyung Han

Comments CVPR 2020; code available in https://github.com/JonghwanMun/LGI4temporalgrounding

Continual Learning with Extended Kronecker-factored Approximate Curvature

Janghyeon Lee, Hyeong Gwon Hong, Donggyu Joo, Junmo Kim

Comments CVPR 2020

Learning Furniture Compatibility with Graph Neural Networks

Luisa F. Polania, Mauricio Flores, Yiran Li, Matthew Nokleby

Comments Accepted for publication at CVPR Workshops

A Transductive Approach for Video Object Segmentation

Yizhuo Zhang, Zhirong Wu, Houwen Peng, Stephen Lin

Comments To Appear in CVPR 2020

Self-Supervised Monocular Scene Flow Estimation

Junhwa Hur, Stefan Roth

Comments To appear at CVPR 2020 (Oral); a typo corrected in the reference section

Facial Affect Estimation in the Wild Using Deep Residual and Convolutional Networks

Behzad Hasani, Mohammad H. Mahoor

Comments To appear in 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Journal ref 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Facial Expression Recognition Using Enhanced Deep 3D Convolutional Neural Networks

Behzad Hasani, Mohammad H. Mahoor

Comments To appear in 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Journal ref 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Using Player's Body-Orientation to Model Pass Feasibility in Soccer

Adrià Arbués-Sangüesa, Adrián Martín, Javier Fernández, Coloma Ballester, Gloria Haro

Comments Accepted at the Computer Vision in Sports Workshop at CVPR 2020

Bias in Multimodal AI: Testbed for Fair Automatic Recruitment

Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fierrez

Journal ref IEEE CVPR Workshop on Fair, Data Efficient and Trusted Computer Vision, Washington, Seattle, USA, 2020

Unified Dynamic Convolutional Network for Super-Resolution with Variational Degradations

Yu-Syuan Xu, Shou-Yao Roy Tseng, Yu Tseng, Hsien-Kai Kuo, Yi-Min Tsai

Comments CVPR 2020

Mosaic Super-resolution via Sequential Feature Pyramid Networks

Mehrdad Shoeiby, Mohammad Ali Armin, Sadegh Aliakbarian, Saeed Anwar, Lars Petersson

Comments Accepted by IEEE CVPR Workshop

Intuitive, Interactive Beard and Hair Synthesis with Generative Models

Kyle Olszewski, Duygu Ceylan, Jun Xing, Jose Echevarria, Zhili Chen, Weikai Chen, Hao Li

Comments To be presented in the 2020 Conference on Computer Vision and Pattern Recognition (CVPR 2020, Oral Presentation). Supplementary video can be seen at: https://www.youtube.com/watch?v=v4qOtBATrvM

RoboTHOR: An Open Simulation-to-Real Embodied AI Platform

Matt Deitke, Winson Han, Alvaro Herrasti, Aniruddha Kembhavi, Eric Kolve, Roozbeh Mottaghi, Jordi Salvador, Dustin Schwenk, Eli VanderBilt, Matthew Wallingford, Luca Weihs, Mark Yatskar, Ali Farhadi

Comments CVPR 2020

StandardGAN: Multi-source Domain Adaptation for Semantic Segmentation of Very High Resolution Satellite Images by Data Standardization

Onur Tasar, Yuliya Tarabalka, Alain Giros, Pierre Alliez, Sébastien Clerc

Comments Accepted at CVPR EarthVision Workshop 2020

Future Video Synthesis with Object Motion Prediction

Yue Wu, Rongrong Gao, Jaesik Park, Qifeng Chen

Comments CVPR 2020

Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion

Julian Chibane, Thiemo Alldieck, Gerard Pons-Moll

Comments {IEEE} Conference on Computer Vision and Pattern Recognition (CVPR)2020

Journal ref {IEEE} Conference on Computer Vision and Pattern Recognition (CVPR) 2020