CVPR

RVOS: End-to-End Recurrent Network for Video Object Segmentation

Carles Ventura, Miriam Bellver, Andreu Girbau, Amaia Salvador, Ferran Marques, Xavier Giro-i-Nieto

Comments CVPR 2019 camera ready. Project website: https://imatge-upc.github.io/rvos/

Patch-based 3D Human Pose Refinement

Qingfu Wan, Weichao Qiu, Alan L. Yuille

Comments Accepted by CVPR 2019 Augmented Human: Human-centric Understanding and 2D/3D Synthesis, and the third Look Into Person (LIP) Challenge Workshop

Learning Video Representations from Correspondence Proposals

Xingyu Liu, Joon-Young Lee, Hailin Jin

Comments CVPR 2019 (Oral)

Leveraging Semantic Embeddings for Safety-Critical Applications

Thomas Brunner, Frederik Diehl, Michael Truong Le, Alois Knoll

Comments Accepted at CVPR 2019 Workshop: Safe Artificial Intelligence for Automated Driving

Limitations and Biases in Facial Landmark Detection -- An Empirical Study on Older Adults with Dementia

Azin Asgarian, Shun Zhao, Ahmed B. Ashraf, M. Erin Browne, Kenneth M. Prkachin, Alex Mihailidis, Thomas Hadjistavropoulos, Babak Taati

Comments Face and Gesture Analysis for Health Informatics (FGAHI) Workshop at CVPR 2019

Learning to Explain with Complemental Examples

Atsushi Kanehira, Tatsuya Harada

Comments Camera ready version of CVPR'19

Multimodal Explanations by Predicting Counterfactuality in Videos

Atsushi Kanehira, Kentaro Takemoto, Sho Inayoshi, Tatsuya Harada

Comments Camera ready version of CVPR'19

MAN: Moment Alignment Network for Natural Language Moment Retrieval via Iterative Graph Adjustment

Da Zhang, Xiyang Dai, Xin Wang, Yuan-Fang Wang, Larry S. Davis

Comments CVPR 2019

Progressive Feature Alignment for Unsupervised Domain Adaptation

Chaoqi Chen, Weiping Xie, Wenbing Huang, Yu Rong, Xinghao Ding, Yue Huang, Tingyang Xu, Junzhou Huang

Comments Accepted by CVPR 2019

DOTA: A Large-scale Dataset for Object Detection in Aerial Images

Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang

Comments Accepted to CVPR 2018

Journal ref IEEE Conference on Computer Vision and Pattern Recognition, 2018

Spectral Metric for Dataset Complexity Assessment

Frederic Branchaud-Charron, Andrew Achkar, Pierre-Marc Jodoin

Comments 10 pages, 5 figures, Supplementary 2 pages 1 figures, accepted at CVPR 2019

Side Window Filtering

Hui Yin, Yuanhao Gong, Guoping Qiu

Comments 2019 CVPR

Video Action Transformer Network

Rohit Girdhar, João Carreira, Carl Doersch, Andrew Zisserman

Comments CVPR 2019

Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach

Wenyuan Li, Zichen Wang, Jiayun Li, Jennifer Polson, William Speier, Corey Arnold

Comments This paper appears at CVPR 2019 Weakly Supervised Learning for Real-World Computer Vision Applications (LID) Workshop

Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-to-Image Translation

Matteo Tomei, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

Comments CVPR 2019

Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells

Vladimir Nekrasov, Hao Chen, Chunhua Shen, Ian Reid

Comments To appear in CVPR 2019. CityScapes results with ResNet-50 are added

Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision

Soubhik Sanyal, Timo Bolkart, Haiwen Feng, Michael J. Black

Comments To appear in CVPR 2019

PPGNet: Learning Point-Pair Graph for Line Segment Detection

Ziheng Zhang, Zhengxin Li, Ning Bi, Jia Zheng, Jinlei Wang, Kun Huang, Weixin Luo, Yanyu Xu, Shenghua Gao

Comments To appear in CVPR 2019

Recurrent Convolutional Strategies for Face Manipulation Detection in Videos

Ekraam Sabir, Jiaxin Cheng, Ayush Jaiswal, Wael AbdAlmageed, Iacopo Masi, Prem Natarajan

Comments To appear at Workshop on Applications of Computer Vision and Pattern Recognition to Media Forensics at CVPR 2019

Progressive Image Deraining Networks: A Better and Simpler Baseline

Dongwei Ren, Wangmeng Zuo, Qinghua Hu, Pengfei Zhu, Deyu Meng

Comments Accepted to CVPR 2019. The codes, pre-trained models and results are available at https://github.com/csdwren/PReNet

PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud

Shaoshuai Shi, Xiaogang Wang, Hongsheng Li

Comments Accepted by CVPR 2019

Squeeze-and-Excitation Networks

Jie Hu, Li Shen, Samuel Albanie, Gang Sun, Enhua Wu

Comments journal version of the CVPR 2018 paper, accepted by TPAMI

DARNet: Deep Active Ray Network for Building Segmentation

Dominic Cheng, Renjie Liao, Sanja Fidler, Raquel Urtasun

Comments CVPR 2019

Towards Automated Melanoma Detection with Deep Learning: Data Purification and Augmentation

Devansh Bisla, Anna Choromanska, Jennifer A. Stein, David Polsky, Russell Berman

Comments Accepted to CVPR ISIC Workshop - 2019

Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection

Taekyung Kim, Minki Jeong, Seunghyeon Kim, Seokeon Choi, Changick Kim

Comments Accepted to CVPR 2019. Source code will be uploaded soon

FastDraw: Addressing the Long Tail of Lane Detection by Adapting a Sequential Prediction Network

Jonah Philion

Comments CVPR 2019 poster

Towards VQA Models That Can Read

Amanpreet Singh, Vivek Natarajan, Meet Shah, Yu Jiang, Xinlei Chen, Dhruv Batra, Devi Parikh, Marcus Rohrbach

Comments CVPR 2019

Detect-to-Retrieve: Efficient Regional Aggregation for Image Search

Marvin Teichmann, Andre Araujo, Menglong Zhu, Jack Sim

Comments CVPR 2019. Code and dataset available: https://github.com/tensorflow/models/tree/master/research/delf

DeepGlobe 2018: A Challenge to Parse the Earth through Satellite Images

Ilke Demir, Krzysztof Koperski, David Lindenbaum, Guan Pang, Jing Huang, Saikat Basu, Forest Hughes, Devis Tuia, Ramesh Raskar

Comments Dataset description for DeepGlobe 2018 Challenge at CVPR 2018

Zoom To Learn, Learn To Zoom

Xuaner Cecilia Zhang, Qifeng Chen, Ren Ng, Vladlen Koltun

Comments CVPR 2019, https://ceciliavision.github.io/project-pages/project-zoom.html (paper, video, supp, code, dataset)