CVPR 2019

1,294 papers

Recurrent Back-Projection Network for Video Super-Resolution

Muhammad Haris, Gregory Shakhnarovich, Norimichi Ukita

EventNet: Asynchronous Recursive Event Processing

Yusuke Sekikawa, Kosuke Hara, Hideo Saito

Semi-Supervised Transfer Learning for Image Rain Removal

Wei Wei, Deyu Meng, Qian Zhao, Zongben Xu, Ying Wu

Feedback Network for Image Super-Resolution

Zhen Li, Jinglei Yang, Zheng Liu, Xiaomin Yang, Gwanggil Jeon

Events-To-Video: Bringing Modern Computer Vision to Event Cameras

Henri Rebecq, Rene Ranftl, Vladlen Koltun, Davide Scaramuzza

Dynamic Scene Deblurring With Parameter Selective Sharing and Nested Skip Connections

Hongyun Gao, Xin Tao, Xiaoyong Shen, Jiaya Jia

Single Image Deraining: A Comprehensive Benchmark Analysis

Siyuan Li, Iago Breno Araujo, Wenqi Ren, Zhangyang Wang, Eric K. Tokuda

Bi-Directional Cascade Network for Perceptual Edge Detection

Jianzhong He, Shiliang Zhang, Ming Yang, Yanhu Shan, Tiejun Huang

Local Detection of Stereo Occlusion Boundaries

Jialiang Wang, Todd Zickler

Learning Linear Transformations for Fast Image and Video Style Transfer

Xueting Li, Sifei Liu, Jan Kautz, Ming-Hsuan Yang

Robust Video Stabilization by Optimization in CNN Weight Space

Jiyang Yu, Ravi Ramamoorthi

Shape Unicode: A Unified Shape Representation

Sanjeev Muralikrishnan, Vladimir G. Kim, Matthew Fisher, Siddhartha Chaudhuri

Learning to Separate Multiple Illuminants in a Single Image

Zhuo Hui, Ayan Chakrabarti, Kalyan Sunkavalli, Aswin C. Sankaranarayanan

Single Image Reflection Removal Beyond Linearity

Qiang Wen, Yinjie Tan, Jing Qin, Wenxi Liu, Guoqiang Han

Zoom to Learn, Learn to Zoom

Xuaner Zhang, Qifeng Chen, Ren Ng, Vladlen Koltun

Fully Automatic Video Colorization With Self-Regularization and Diversity

Chenyang Lei, Qifeng Chen

Polarimetric Camera Calibration Using an LCD Monitor

Zhixiang Wang, Yinqiang Zheng, Yung-Yu Chuang

Video Generation From Single Semantic Label Map

Junting Pan, Chengyu Wang, Xu Jia, Jing Shao, Lu Sheng

Deep Flow-Guided Video Inpainting

Rui Xu, Xiaoxiao Li, Bolei Zhou, Chen Change Loy

Sliced Wasserstein Generative Models

Jiqing Wu, Zhiwu Huang, Dinesh Acharya, Wen Li, Janine Thoma

Depth-Aware Video Frame Interpolation

Wenbo Bao, Wei-Sheng Lai, Chao Ma, Xiaoyun Zhang, Zhiyong Gao

Dense Intrinsic Appearance Flow for Human Pose Transfer

Yining Li, Chen Huang, Chen Change Loy

Towards Instance-Level Image-To-Image Translation

Zhiqiang Shen, Mingyang Huang, Jianping Shi, Xiangyang Xue, Thomas S. Huang

STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing

Ming Liu, Yukang Ding, Min Xia, Xiao Liu, Errui Ding

Text Guided Person Image Synthesis

Xingran Zhou, Siyu Huang, Bin Li, Yingming Li, Jiachen Li

Spatial Fusion GAN for Image Synthesis

Fangneng Zhan, Hongyuan Zhu, Shijian Lu

SPM-Tracker: Series-Parallel Matching for Real-Time Visual Object Tracking

Guangting Wang, Chong Luo, Zhiwei Xiong, Wenjun Zeng

Patch-Based Discriminative Feature Learning for Unsupervised Person Re-Identification

Qize Yang, Hong-Xing Yu, Ancong Wu, Wei-Shi Zheng

See More, Know More: Unsupervised Video Object Segmentation With Co-Attention Siamese Networks

Xiankai Lu, Wenguan Wang, Chao Ma, Jianbing Shen, Ling Shao

Deep Rigid Instance Scene Flow

Wei-Chiu Ma, Shenlong Wang, Rui Hu, Yuwen Xiong, Raquel Urtasun

Multi-Granularity Generator for Temporal Action Proposal

Yuan Liu, Lin Ma, Yifeng Zhang, Wei Liu, Shih-fu Chang

Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition

Maosen Li, Siheng Chen, Xu Chen, Ya Zhang, Yanfeng Wang

Transferable Interactiveness Knowledge for Human-Object Interaction Detection

Yong-Lu Li, Siyuan Zhou, Xijie Huang, Liang Xu, Ze Ma

MS-TCN: Multi-Stage Temporal Convolutional Network for Action Segmentation

Yazan Abu Farha, Jürgen Gall

Social Relation Recognition From Videos via Multi-Scale Spatial-Temporal Reasoning

Xinchen Liu, Wu Liu, Meng Zhang, Jingwen Chen, Lianli Gao

Progressive Teacher-Student Learning for Early Action Prediction

Xionghui Wang, Jian-Fang Hu, Jian-Huang Lai, Jianguo Zhang, Wei-Shi Zheng

D3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation

Chien-Yi Chang, De-An Huang, Yanan Sui, Li Fei-fei, Juan Carlos Niebles

Cross-Task Weakly Supervised Learning From Instructional Videos

Dimitri Zhukov, Jean-Baptiste Alayrac, Ramazan Gokberk Cinbis, David Fouhey, Ivan Laptev

Hao Wang, Dihong Gong, Zhifeng Li, Wei Liu

Fast Human Pose Estimation

Feng Zhang, Xiatian Zhu, Mao Ye

Face Anti-Spoofing: Model Matters, so Does Data

Xiao Yang, Wenhan Luo, Linchao Bao, Yuan Gao, Dihong Gong

Learning Individual Styles of Conversational Gesture

Shiry Ginosar, Amir Bar, Gefen Kohavi, Caroline Chan, Andrew Owens

Robust Facial Landmark Detection via Occlusion-Adaptive Deep Networks

Meilu Zhu, Daming Shi, Mingjie Zheng, Muhammad Sadiq

LAEO-Net: Revisiting People Looking at Each Other in Videos

Manuel J. Marin-Jimenez, Vicky Kalogeiton, Pablo Medina-Suarez, Andrew Zisserman

Semantic Alignment: Finding Semantically Consistent Ground-Truth for Facial Landmark Detection

Zhiwei Liu, Xiangyu Zhu, Guosheng Hu, Haiyun Guo, Ming Tang

Joint Representation and Estimator Learning for Facial Action Unit Intensity Estimation

Yong Zhang, Baoyuan Wu, Weiming Dong, Zhifeng Li, Wei Liu

Group Sampling for Scale Invariant Face Detection

Xiang Ming, Fangyun Wei, Ting Zhang, Dong Chen, Fang Wen

Mask-Guided Portrait Editing With Conditional GANs

Shuyang Gu, Jianmin Bao, Hao Yang, Dong Chen, Fang Wen

Semantic Graph Convolutional Networks for 3D Human Pose Regression

Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris N. Metaxas

UniformFace: Learning Deep Equidistributed Representation for Face Recognition

Yueqi Duan, Jiwen Lu, Jie Zhou

What Do Single-View 3D Reconstruction Networks Learn?

Maxim Tatarchenko, Stephan R. Richter, Rene Ranftl, Zhuwen Li, Vladlen Koltun

Exploiting Temporal Context for 3D Human Pose Estimation in the Wild

Anurag Arnab, Carl Doersch, Andrew Zisserman

Segmentation-Driven 6D Object Pose Estimation

Yinlin Hu, Joachim Hugonot, Pascal Fua, Mathieu Salzmann

Veritatem Dies Aperit - Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach

Amir Atapour-Abarghouei, Toby P. Breckon

DuLa-Net: A Dual-Projection Network for Estimating Room Layouts From a Single RGB Panorama

Shang-Ta Yang, Fu-En Wang, Chi-Han Peng, Peter Wonka, Min Sun

Dense Depth Posterior (DDP) From Single Image and Sparse Range

Yanchao Yang, Alex Wong, Stefano Soatto

DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion

Chen Wang, Danfei Xu, Yuke Zhu, Roberto Martín-Martín, Cewu Lu

Learning With Batch-Wise Optimal Transport Loss for 3D Shape Recognition

Lin Xu, Han Sun, Yuai Liu

Modeling Point Clouds With Self-Attention and Gumbel Subset Sampling

Jiancheng YANG, Qiang Zhang, Bingbing Ni, Linguo Li, Jinxian Liu

DeepLiDAR: Deep Surface Normal Guided Depth Prediction for Outdoor Scene From Sparse LiDAR Data and Single Color Image

Jiaxiong Qiu, Zhaopeng Cui, Yinda Zhang, Xingdi Zhang, Shuaicheng Liu

Understanding the Limitations of CNN-Based Absolute Camera Pose Regression

Torsten Sattler, Qunjie Zhou, Marc Pollefeys, Laura Leal-Taixé

Large-Scale, Metric Structure From Motion for Unordered Light Fields

Sotiris Nousias, Manolis Lourakis, Christos Bergeles

Multi-Level Context Ultra-Aggregation for Stereo Matching

Guang-Yu Nie, Ming-Ming Cheng, Yun Liu, Zhengfa Liang, Deng-Ping Fan

Group-Wise Correlation Stereo Network

Xiaoyang Guo, Kai Yang, Wukui Yang, Xiaogang Wang, hongsheng Li

GPSfM: Global Projective SFM Using Algebraic Constraints on Multi-View Fundamental Matrices

Yoni Kasten, Amnon Geifman, Meirav Galun, Ronen Basri

HPLFlowNet: Hierarchical Permutohedral Lattice FlowNet for Scene Flow Estimation on Large-Scale Point Clouds

Xiuye Gu, Yijie Wang, Chongruo Wu, Yong Jae Lee, Panqu Wang

3D Local Features for Direct Pairwise Registration

Haowen Deng, Tolga Birdal, Slobodan Ilic

VERI-Wild: A Large Dataset and a New Method for Vehicle Re-Identification in the Wild

Yihang Lou, Yan Bai, Jun Liu, Shiqi Wang, Lingyu Duan

ADCrowdNet: An Attention-Injective Deformable Convolutional Network for Crowd Understanding

Ning Liu, Yongchao Long, Changqing Zou, Qun Niu, Li Pan

Spectral Metric for Dataset Complexity Assessment

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

NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction

Yuan Gao, Jiayi Ma, Mingbo Zhao, Wei Liu, Alan L. Yuille

OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge

Kenneth Marino, Mohammad Rastegari, Ali Farhadi, Roozbeh Mottaghi

Assessment of Faster R-CNN in Man-Machine Collaborative Search

Arturo Deza, Amit Surana, Miguel P. Eckstein

Unifying Heterogeneous Classifiers With Distillation

Jayakorn Vongkulbhisal, Phongtharin Vinayavekhin, Marco Visentini-Scarzanella

A Variational Auto-Encoder Model for Stochastic Point Processes

Nazanin Mehrasa, Akash Abdu Jyothi, Thibaut Durand, Jiawei He, Leonid Sigal

InverseRenderNet: Learning Single Image Inverse Rendering

Ye Yu, William A. P. Smith

Dual Attention Network for Scene Segmentation

Jun Fu, Jing Liu, Haijie Tian, Yong Li, Yongjun Bao

Box-Driven Class-Wise Region Masking and Filling Rate Guided Loss for Weakly Supervised Semantic Segmentation

Chunfeng Song, Yan Huang, Wanli Ouyang, Liang Wang

Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation

Zhi Tian, Tong He, Chunhua Shen, Youliang Yan

Learning Instance Activation Maps for Weakly Supervised Instance Segmentation

Yi Zhu, Yanzhao Zhou, Huijuan Xu, Qixiang Ye, DAVID DOERMANN

SAIL-VOS: Semantic Amodal Instance Level Video Object Segmentation - A Synthetic Dataset and Baselines

Yuan-Ting Hu, Hong-Shuo Chen, Kexin Hui, Jia-Bin Huang, Alexander G. Schwing

Co-Saliency Detection via Mask-Guided Fully Convolutional Networks With Multi-Scale Label Smoothing

Kaihua Zhang, Tengpeng Li, Bo Liu, Qingshan Liu

Pyramid Feature Attention Network for Saliency Detection

Ting Zhao, Xiangqian Wu

4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks

Christopher Choy, JunYoung Gwak, Silvio Savarese

Learning Unsupervised Video Object Segmentation Through Visual Attention

Wenguan Wang, Hongmei Song, Shuyang Zhao, Jianbing Shen, Sanyuan Zhao

Learning-Based Sampling for Natural Image Matting

Jingwei Tang, Yagiz Aksoy, Cengiz Oztireli, Markus Gross, Tunc Ozan Aydin

NetTailor: Tuning the Architecture, Not Just the Weights

Pedro Morgado, Nuno Vasconcelos

Weakly Supervised Complementary Parts Models for Fine-Grained Image Classification From the Bottom Up

Weifeng Ge, Xiangru Lin, Yizhou Yu

Global Second-Order Pooling Convolutional Networks

Zilin Gao, Jiangtao Xie, Qilong Wang, Peihua Li

Amodal Instance Segmentation With KINS Dataset

Lu Qi, Li Jiang, Shu Liu, Xiaoyong Shen, Jiaya Jia

Towards Visual Feature Translation

Jie Hu, Rongrong Ji, Hong Liu, ShengChuan Zhang, Cheng Deng

Generalized Zero-Shot Recognition Based on Visually Semantic Embedding

Pengkai Zhu, Hanxiao Wang, Venkatesh Saligrama

Learning to Transfer Examples for Partial Domain Adaptation

ZHANGJIE CAO, Kaichao You, Mingsheng Long, Jianmin Wang, Qiang Yang

Distant Supervised Centroid Shift: A Simple and Efficient Approach to Visual Domain Adaptation

Jian Liang, Ran He, Zhenan Sun, Tieniu Tan

Region Proposal by Guided Anchoring

Jiaqi Wang, Kai Chen, Shuo Yang, Chen Change Loy, Dahua Lin

Mind Your Neighbours: Image Annotation With Metadata Neighbourhood Graph Co-Attention Networks

Junjie Zhang, Qi Wu, Jian Zhang, Chunhua Shen, Jianfeng Lu

DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs

Erkun Yang, Tongliang Liu, Cheng Deng, Wei Liu, Dacheng Tao

Layout-Graph Reasoning for Fashion Landmark Detection

Weijiang Yu, Xiaodan Liang, Ke Gong, ChenHan Jiang, Nong Xiao

Separate to Adapt: Open Set Domain Adaptation via Progressive Separation

Hong Liu, ZHANGJIE CAO, Mingsheng Long, Jianmin Wang, Qiang Yang

Activity Driven Weakly Supervised Object Detection

Zhenheng Yang, Dhruv Mahajan, Deepti Ghadiyaram, Ram Nevatia, Vignesh Ramanathan