CVPR 2019

1,294 papers

Revisiting Self-Supervised Visual Representation Learning

Alexander Kolesnikov, Xiaohua Zhai, Lucas Beyer

Iterative Reorganization With Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning

CHEN WEI, Lingxi Xie, Xutong Ren, Yingda Xia, Chi Su

All About Structure: Adapting Structural Information Across Domains for Boosting Semantic Segmentation

Wei-Lun Chang, Hui-Po Wang, Wen-Hsiao Peng, Wei-Chen Chiu

Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence

Hsueh-Ying Lai, Yi-Hsuan Tsai, Wei-Chen Chiu

Self-Supervised Learning via Conditional Motion Propagation

Xiaohang Zhan, Xingang Pan, Ziwei Liu, Dahua Lin, Chen Change Loy

End-To-End Multi-Task Learning With Attention

Shikun Liu, Edward Johns, Andrew J. Davison

Deep Metric Learning to Rank

Fatih Cakir, Kun He, XIDE XIA, Brian Kulis, Stan Sclaroff

Attentive Single-Tasking of Multiple Tasks

Kevis-kokitsi Maninis, Ilija Radosavovic, Iasonas Kokkinos

Learning Semantic Segmentation From Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach

Yuhua Chen, Wen Li, Xiaoran Chen, Luc Van Gool

TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning

Xin Wang, Fisher Yu, Ruth Wang, Trevor Darrell, Joseph E. Gonzalez

Density Map Regression Guided Detection Network for RGB-D Crowd Counting and Localization

Dongze Lian, Jing Li, Jia Zheng, Weixin Luo, Shenghua Gao

Predicting Future Frames Using Retrospective Cycle GAN

Yong-Hoon Kwon, Min-Gyu Park

Temporal Cycle-Consistency Learning

Debidatta Dwibedi, Yusuf Aytar, Jonathan Tompson, Pierre Sermanet, Andrew Zisserman

CrDoCo: Pixel-Level Domain Transfer With Cross-Domain Consistency

Yun-Chun Chen, Yen-yu Lin, Ming-Hsuan Yang, Jia-Bin Huang

Adaptively Connected Neural Networks

Guangrun Wang, Keze Wang, Liang Lin

Hierarchy Denoising Recursive Autoencoders for 3D Scene Layout Prediction

Yifei Shi, Angel X. Chang, Zhelun Wu, Manolis Savva, Kai Xu

Searching for a Robust Neural Architecture in Four GPU Hours

Xuanyi Dong, Yi Yang

Attention-Guided Network for Ghost-Free High Dynamic Range Imaging

Qingsen Yan, Dong Gong, Qinfeng Shi, Anton van den Hengel, Chunhua Shen

Blind Image Deblurring With Local Maximum Gradient Prior

Liang Chen, Faming Fang, Tingting Wang, Guixu Zhang

ODE-Inspired Network Design for Single Image Super-Resolution

Xiangyu He, Zitao Mo, Peisong Wang, Yang Liu, Mingyuan Yang

Towards Real Scene Super-Resolution With Raw Images

Xiangyu Xu, Yongrui Ma, Wenxiu Sun

Toward Convolutional Blind Denoising of Real Photographs

Shi Guo, Zifei Yan, Kai Zhang, Wangmeng Zuo, Lei Zhang

Spatially Variant Linear Representation Models for Joint Filtering

Jinshan Pan, Jiangxin Dong, Jimmy S. Ren, Liang Lin, Jinhui Tang

Deep Network Interpolation for Continuous Imagery Effect Transition

Xintao Wang, Ke Yu, Chao Dong, Xiaoou Tang, Chen Change Loy

Sea-Thru: A Method for Removing Water From Underwater Images

Derya Akkaynak, Tali treibitz

Deep Plug-And-Play Super-Resolution for Arbitrary Blur Kernels

Kai Zhang, Wangmeng Zuo, Lei Zhang

Frame-Consistent Recurrent Video Deraining With Dual-Level Flow

Wenhan Yang, Jiaying Liu, Jiashi Feng

Camera Lens Super-Resolution

Chang Chen, Zhiwei Xiong, Xinmei Tian, Zheng-Jun Zha, Feng Wu

Learning to Calibrate Straight Lines for Fisheye Image Rectification

Zhucun Xue, Nan Xue, Gui-Song Xia, Weiming Shen

Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning

Ruoteng Li, Loong-Fah Cheong, Robby T. Tan

Attentive Feedback Network for Boundary-Aware Salient Object Detection

Mengyang Feng, Huchuan Lu, Errui Ding

Video Magnification in the Wild Using Fractional Anisotropy in Temporal Distribution

Shoichiro Takeda, Yasunori Akagi, Kazuki Okami, Megumi Isogai, Hideaki Kimata

Blind Super-Resolution With Iterative Kernel Correction

Jinjin Gu, Hannan Lu, Wangmeng Zuo, Chao Dong

Learning Attraction Field Representation for Robust Line Segment Detection

Nan Xue, Song Bai, Fudong Wang, Gui-Song Xia, Tianfu Wu

Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net

Qi Xie, Minghao Zhou, Qian Zhao, Deyu Meng, Wangmeng Zuo

Meta-SR: A Magnification-Arbitrary Network for Super-Resolution

Xuecai Hu, Haoyuan Mu, Xiangyu Zhang, Zilei Wang, Tieniu Tan

Practical Coding Function Design for Time-Of-Flight Imaging

Felipe Gutierrez-Barragan, Syed Azer Reza, Andreas Velten, Mohit Gupta

Reflection Removal Using a Dual-Pixel Sensor

Abhijith Punnappurath, Michael S. Brown

Beyond Volumetric Albedo -- A Surface Optimization Framework for Non-Line-Of-Sight Imaging

Chia-Yin Tsai, Aswin C. Sankaranarayanan, Ioannis Gkioulekas

When Color Constancy Goes Wrong: Correcting Improperly White-Balanced Images

Mahmoud Afifi, Brian Price, Scott Cohen, Michael S. Brown

Im2Pencil: Controllable Pencil Illustration From Photographs

Yijun Li, Chen Fang, Aaron Hertzmann, Eli Shechtman, Ming-Hsuan Yang

Light Field Messaging With Deep Photographic Steganography

Eric Wengrowski, Kristin Dana

MirrorGAN: Learning Text-To-Image Generation by Redescription

Tingting Qiao, Jing Zhang, Duanqing Xu, Dacheng Tao

Example-Guided Style-Consistent Image Synthesis From Semantic Labeling

Miao Wang, Guo-Ye Yang, Ruilong Li, Run-Ze Liang, Song-Hai Zhang

Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting

Yanhong Zeng, Jianlong Fu, Hongyang Chao, Baining Guo

Feedback Adversarial Learning: Spatial Feedback for Improving Generative Adversarial Networks

Minyoung Huh, Shao-Hua Sun, Ning Zhang

Attention-Aware Multi-Stroke Style Transfer

Yuan Yao, Jianqiang Ren, Xuansong Xie, Weidong Liu, Yong-jin Liu

Latent Filter Scaling for Multimodal Unsupervised Image-To-Image Translation

Yazeed Alharbi, Neil Smith, Peter Wonka

Salient Object Detection With Pyramid Attention and Salient Edges

Wenguan Wang, Shuyang Zhao, Jianbing Shen, Steven C. H. Hoi, Ali Borji

Pluralistic Image Completion

Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai

Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis

Qi Mao, Hsin-Ying Lee, Hung-Yu Tseng, Siwei Ma, Ming-Hsuan Yang

GIF2Video: Color Dequantization and Temporal Interpolation of GIF Images

Yang Wang, Haibin Huang, Chuan Wang, Tong He, Jue Wang

End-To-End Time-Lapse Video Synthesis From a Single Outdoor Image

Seonghyeon Nam, Chongyang Ma, Menglei Chai, William Brendel, Ning Xu

Wide-Context Semantic Image Extrapolation

Yi Wang, Xin Tao, Xiaoyong Shen, Jiaya Jia

Towards Rich Feature Discovery With Class Activation Maps Augmentation for Person Re-Identification

Wenjie Yang, Houjing Huang, Zhang Zhang, Xiaotang Chen, Kaiqi Huang

Spatiotemporal CNN for Video Object Segmentation

Kai Xu, Longyin Wen, Guorong Li, Liefeng Bo, Qingming Huang

Target-Aware Deep Tracking

Xin Li, Chao Ma, Baoyuan Wu, Zhenyu He, Ming-Hsuan Yang

Leveraging Shape Completion for 3D Siamese Tracking

Silvio Giancola, Jesus Zarzar, Bernard Ghanem

SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints

Amir Sadeghian, Vineet Kosaraju, Ali Sadeghian, Noriaki Hirose, Hamid Rezatofighi

Object Tracking by Reconstruction With View-Specific Discriminative Correlation Filters

Ugur Kart, Alan Lukežič, Matej Kristan, Joni-Kristian Kämäräinen, Jiri Matas

Fast Online Object Tracking and Segmentation: A Unifying Approach

Qiang Wang, Li Zhang, Luca Bertinetto, Weiming Hu, Philip H.S. Torr

Tracking by Animation: Unsupervised Learning of Multi-Object Attentive Trackers

Zhen He, Jian Li, Daxue Liu, Hangen He, David Barber

Unsupervised Deep Tracking

Ning Wang, Yibing Song, Chao Ma, Wengang Zhou, Wei Liu

Completeness Modeling and Context Separation for Weakly Supervised Temporal Action Localization

Daochang Liu, Tingting Jiang, Yizhou Wang

Spatio-Temporal Video Re-Localization by Warp LSTM

Yang Feng, Lin Ma, Wei Liu, Jiebo Luo

AdaFrame: Adaptive Frame Selection for Fast Video Recognition

Zuxuan Wu, Caiming Xiong, CHIH-YAO MA, Richard Socher, Larry S. Davis

DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition

Zheng Shou, Xudong Lin, Yannis Kalantidis, Laura Sevilla-Lara, Marcus Rohrbach

Less Is More: Learning Highlight Detection From Video Duration

Bo Xiong, Yannis Kalantidis, Deepti Ghadiyaram, Kristen Grauman

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

Graph Convolutional Label Noise Cleaner: Train a Plug-And-Play Action Classifier for Anomaly Detection

Jia-Xing Zhong, Nannan Li, Weijie Kong, Shan Liu, Thomas H. Li

An Attention Enhanced Graph Convolutional LSTM Network for Skeleton-Based Action Recognition

Chenyang Si, Wentao Chen, Wei Wang, Liang Wang, Tieniu Tan

Recurrent Attentive Zooming for Joint Crowd Counting and Precise Localization

Chenchen Liu, Xinyu Weng, Yadong Mu

COIN: A Large-Scale Dataset for Comprehensive Instructional Video Analysis

Yansong Tang, Dajun Ding, Yongming Rao, Yu Zheng, Danyang Zhang

A Perceptual Prediction Framework for Self Supervised Event Segmentation

Sathyanarayanan N. Aakur, Sudeep Sarkar

Distilled Person Re-Identification: Towards a More Scalable System

Ancong Wu, Wei-Shi Zheng, Xiaowei Guo, Jian-Huang Lai

Learning to Reconstruct People in Clothing From a Single RGB Camera

Thiemo Alldieck, Marcus Magnor, Bharat Lal Bhatnagar, Christian Theobalt, Gerard Pons-Moll

Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition With Multimodal Training

Mahdi Abavisani, Hamid Reza Vaezi Joze, Vishal M. Patel

GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction

Baris Gecer, Stylianos Ploumpis, Irene Kotsia, Stefanos Zafeiriou

BridgeNet: A Continuity-Aware Probabilistic Network for Age Estimation

Wanhua Li, Jiwen Lu, Jianjiang Feng, Chunjing XU, Jie Zhou

RegularFace: Deep Face Recognition via Exclusive Regularization

KAI ZHAO, Jingyi Xu, Ming-Ming Cheng

Towards High-Fidelity Nonlinear 3D Face Morphable Model

LUAN TRAN, Feng Liu, Xiaoming Liu

Linkage Based Face Clustering via Graph Convolution Network

Zhongdao Wang, Liang Zheng, Yali Li, Shengjin Wang

Does Learning Specific Features for Related Parts Help Human Pose Estimation?

Wei Tang, Ying Wu

Dense 3D Face Decoding Over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders

Yuxiang Zhou, Jiankang Deng, Irene Kotsia, Stefanos Zafeiriou

FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation From a Single Image

Tsun-Yi Yang, Yi-Ting Chen, Yen-yu Lin, Yung-Yu Chuang

Self-Supervised Learning of 3D Human Pose Using Multi-View Geometry

Muhammed Kocabas, Salih Karagoz, Emre Akbas

Pushing the Envelope for RGB-Based Dense 3D Hand Pose Estimation via Neural Rendering

Seungryul Baek, Kwang In Kim, Tae-kyun Kim

Deep Fitting Degree Scoring Network for Monocular 3D Object Detection

Lijie Liu, Jiwen Lu, Chunjing XU, Qi Tian, Jie Zhou

HorizonNet: Learning Room Layout With 1D Representation and Pano Stretch Data Augmentation

Cheng Sun, Chi-Wei Hsiao, Min Sun, Hwann-Tzong Chen

3DN: 3D Deformation Network

Weiyue Wang, Duygu Ceylan, Radomir Mech, Ulrich Neumann

Single-Image Piece-Wise Planar 3D Reconstruction via Associative Embedding

Zehao Yu, Jia Zheng, Dongze Lian, Zihan Zhou, Shenghua Gao

GS3D: An Efficient 3D Object Detection Framework for Autonomous Driving

Buyu Li, Wanli Ouyang, Lu Sheng, Xingyu Zeng, Xiaogang Wang

3D Point Capsule Networks

Yongheng Zhao, Tolga Birdal, Haowen Deng, Federico Tombari

Modeling Local Geometric Structure of 3D Point Clouds Using Geo-CNN

Shiyi Lan, Ruichi Yu, Gang Yu, Larry S. Davis

Unsupervised Event-Based Learning of Optical Flow, Depth, and Egomotion

Alex Zihao Zhu, Liangzhe Yuan, Kenneth Chaney, Kostas Daniilidis

Guided Stereo Matching

Matteo Poggi, Davide Pallotti, Fabio Tosi, Stefano Mattoccia

Photometric Mesh Optimization for Video-Aligned 3D Object Reconstruction

Chen-Hsuan Lin, Oliver Wang, Bryan C. Russell, Eli Shechtman, Vladimir G. Kim

MVF-Net: Multi-View 3D Face Morphable Model Regression

Fanzi Wu, Linchao Bao, Yajing Chen, Yonggen Ling, Yibing Song

Structural Relational Reasoning of Point Clouds

Yueqi Duan, Yu Zheng, Jiwen Lu, Jie Zhou, Qi Tian

VizWiz-Priv: A Dataset for Recognizing the Presence and Purpose of Private Visual Information in Images Taken by Blind People

Danna Gurari, Qing Li, Chi Lin, Yinan Zhao, Anhong Guo