CVPR 2018

979 papers

Geometry Guided Convolutional Neural Networks for Self-Supervised Video Representation Learning

Chuang Gan, Boqing Gong, Kun Liu, Hao Su, Leonidas J. Guibas

Wrapped Gaussian Process Regression on Riemannian Manifolds

Anton Mallasto, Aasa Feragen

AON: Towards Arbitrarily-Oriented Text Recognition

Zhanzhan Cheng, Yangliu Xu, Fan Bai, Yi Niu, Shiliang Pu

Convolutional Image Captioning

Jyoti Aneja, Aditya Deshpande, Alexander G. Schwing

Joint Optimization Framework for Learning With Noisy Labels

Daiki Tanaka, Daiki Ikami, Toshihiko Yamasaki, Kiyoharu Aizawa

Feature Generating Networks for Zero-Shot Learning

Yongqin Xian, Tobias Lorenz, Bernt Schiele, Zeynep Akata

Continuous Relaxation of MAP Inference: A Nonconvex Perspective

D. Khue Le-Huu, Nikos Paragios

Conditional Image-to-Image Translation

Jianxin Lin, Yingce Xia, Tao Qin, Zhibo Chen, Tie-yan Liu

CSGNet: Neural Shape Parser for Constructive Solid Geometry

Gopal Sharma, Rishabh Goyal, Difan Liu, Evangelos Kalogerakis, Subhransu Maji

Generative Image Inpainting With Contextual Attention

Jiahui Yu, Zhe Lin, Jimei Yang, Xiaohui Shen, Xin Lu

Adversarial Feature Augmentation for Unsupervised Domain Adaptation

Riccardo Volpi, Pietro Morerio, Silvio Savarese, Vittorio Murino

Between-Class Learning for Image Classification

Yuji Tokozume, Yoshitaka Ushiku, Tatsuya Harada

Structured Uncertainty Prediction Networks

Garoe Dorta, Sara Vicente, Lourdes Agapito, Neill D. F. Campbell, Ivor Simpson

Mix and Match Networks: Encoder-Decoder Alignment for Zero-Pair Image Translation

yaxing wang, Joost van de Weijer, Luis Herranz

Independently Recurrent Neural Network (IndRNN): Building a Longer and Deeper RNN

Shuai Li, Wanqing Li, Chris Cook, Ce Zhu, Yanbo Gao

CleanNet: Transfer Learning for Scalable Image Classifier Training With Label Noise

Kuang-Huei Lee, Xiaodong He, Lei Zhang, Linjun Yang

Good View Hunting: Learning Photo Composition From Dense View Pairs

Zijun Wei, Jianming Zhang, Xiaohui Shen, Zhe Lin, Radomir Mech

Learning Answer Embeddings for Visual Question Answering

Hexiang Hu, Wei-Lun Chao, Fei Sha

Event-Based Vision Meets Deep Learning on Steering Prediction for Self-Driving Cars

Ana I. Maqueda, Antonio Loquercio, Guillermo Gallego, Narciso García, Davide Scaramuzza

Pyramid Stereo Matching Network

Jia-Ren Chang, Yong-Sheng Chen

Domain Generalization With Adversarial Feature Learning

Haoliang Li, Sinno Jialin Pan, Shiqi Wang, Alex C. Kot

Human Appearance Transfer

Mihai Zanfir, Alin-Ionut Popa, Andrei Zanfir, Cristian Sminchisescu

Crowd Counting With Deep Negative Correlation Learning

Zenglin Shi, Le Zhang, Yun Liu, Xiaofeng Cao, Yangdong Ye

Easy Identification From Better Constraints: Multi-Shot Person Re-Identification From Reference Constraints

Jiahuan Zhou, Bing Su, Ying Wu

Dual Attention Matching Network for Context-Aware Feature Sequence Based Person Re-Identification

Jianlou Si, Honggang Zhang, Chun-Guang Li, Jason Kuen, Xiangfei Kong

Fusing Crowd Density Maps and Visual Object Trackers for People Tracking in Crowd Scenes

Weihong Ren, Di Kang, Yandong Tang, Antoni B. Chan

When Will You Do What? - Anticipating Temporal Occurrences of Activities

Yazan Abu Farha, Alexander Richard, Juergen Gall

Gaze Prediction in Dynamic 360° Immersive Videos

Yanyu Xu, Yanbing Dong, Junru Wu, Zhengzhong Sun, Zhiru Shi

Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition

Yansong Tang, Yi Tian, Jiwen Lu, Peiyang Li, Jie Zhou

Temporal Hallucinating for Action Recognition With Few Still Images

Yali Wang, Lei Zhou, Yu Qiao

Learning Latent Super-Events to Detect Multiple Activities in Videos

AJ Piergiovanni, Michael S. Ryoo

Probabilistic Joint Face-Skull Modelling for Facial Reconstruction

Dennis Madsen, Marcel Lüthi, Andreas Schneider, Thomas Vetter

Mean-Variance Loss for Deep Age Estimation From a Face

Hongyu Pan, Hu Han, Shiguang Shan, Xilin Chen

Encoding Crowd Interaction With Deep Neural Network for Pedestrian Trajectory Prediction

Yanyu Xu, Zhixin Piao, Shenghua Gao

CosFace: Large Margin Cosine Loss for Deep Face Recognition

Hao Wang, Yitong Wang, Zheng Zhou, Xing Ji, Dihong Gong

3D Human Pose Estimation in the Wild by Adversarial Learning

Wei Yang, Wanli Ouyang, Xiaolong Wang, Jimmy Ren, hongsheng Li

Crowd Counting via Adversarial Cross-Scale Consistency Pursuit

Zan Shen, Yi Xu, Bingbing Ni, Minsi Wang, Jianguo Hu

Gesture Recognition: Focus on the Hands

Pradyumna Narayana, Ross Beveridge, Bruce A. Draper

Convolutional Sequence to Sequence Model for Human Dynamics

Chen Li, Zhen Zhang, Wee Sun Lee, Gim Hee Lee

Disentangling Features in 3D Face Shapes for Joint Face Reconstruction and Recognition

Feng Liu, Ronghang Zhu, Dan Zeng, Qijun Zhao, Xiaoming Liu

LSTM Pose Machines

Yue Luo, Jimmy Ren, Zhouxia Wang, Wenxiu Sun, Jinshan Pan

DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation

Jiang Liu, Chenqiang Gao, Deyu Meng, Alexander G. Hauptmann

Pose-Robust Face Recognition via Deep Residual Equivariant Mapping

Kaidi Cao, Yu Rong, Cheng Li, Xiaoou Tang, Chen Change Loy

Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning

Yu Wu, Yutian Lin, Xuanyi Dong, Yan Yan, Wanli Ouyang

PoseTrack: A Benchmark for Human Pose Estimation and Tracking

Mykhaylo Andriluka, Umar Iqbal, Eldar Insafutdinov, Leonid Pishchulin, Anton Milan

Camera Style Adaptation for Person Re-Identification

Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang

Dense 3D Regression for Hand Pose Estimation

Chengde Wan, Thomas Probst, Luc Van Gool, Angela Yao

2D/3D Pose Estimation and Action Recognition Using Multitask Deep Learning

Diogo C. Luvizon, David Picard, Hedi Tabia

Seeing Small Faces From Robust Anchor's Perspective

Chenchen Zhu, Ran Tao, Khoa Luu, Marios Savvides

4DFAB: A Large Scale 4D Database for Facial Expression Analysis and Biometric Applications

Shiyang Cheng, Irene Kotsia, Maja Pantic, Stefanos Zafeiriou

Classifier Learning With Prior Probabilities for Facial Action Unit Recognition

Yong Zhang, Weiming Dong, Bao-gang Hu, Qiang Ji

Adversarially Occluded Samples for Person Re-Identification

Houjing Huang, Dangwei Li, Zhang Zhang, Xiaotang Chen, Kaiqi Huang

Ring Loss: Convex Feature Normalization for Face Recognition

Yutong Zheng, Dipan K. Pal, Marios Savvides

V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation From a Single Depth Map

Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee

Optimizing Filter Size in Convolutional Neural Networks for Facial Action Unit Recognition

Shizhong Han, Zibo Meng, Zhiyuan Li, James O'Reilly, Jie Cai

3D Semantic Trajectory Reconstruction From 3D Pixel Continuum

Jae Shin Yoon, Ziwei Li, Hyun Soo Park

Natural and Effective Obfuscation by Head Inpainting

Qianru Sun, Liqian Ma, Seong Joon Oh, Luc Van Gool, Bernt Schiele

Direct Shape Regression Networks for End-to-End Face Alignment

xin miao, Xiantong Zhen, Xianglong Liu, Cheng Deng, Vassilis Athitsos

WILDTRACK: A Multi-Camera HD Dataset for Dense Unscripted Pedestrian Detection

Tatjana Chavdarova, Pierre Baque, Stéphane Bouquet, Andrii Maksai, Cijo Jose

An End-to-End TextSpotter With Explicit Alignment and Attention

Tong He, Zhi Tian, Weilin Huang, Chunhua Shen, Yu Qiao

RotationNet: Joint Object Categorization and Pose Estimation Using Multiviews From Unsupervised Viewpoints

Asako Kanezaki, Yasuyuki Matsushita, Yoshifumi Nishida

Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation

Naoto Inoue, Ryosuke Furuta, Toshihiko Yamasaki, Kiyoharu Aizawa

From Lifestyle Vlogs to Everyday Interactions

David F. Fouhey, Wei-cheng Kuo, Alexei A. Efros, Jitendra Malik

Learning Pixel-Level Semantic Affinity With Image-Level Supervision for Weakly Supervised Semantic Segmentation

Jiwoon Ahn, Suha Kwak

Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering

Aishwarya Agrawal, Dhruv Batra, Devi Parikh, Aniruddha Kembhavi

Categorizing Concepts With Basic Level for Vision-to-Language

Hanzhang Wang, Hanli Wang, Kaisheng Xu

Fooling Vision and Language Models Despite Localization and Attention Mechanism

Xiaojun Xu, Xinyun Chen, Chang Liu, Anna Rohrbach, Trevor Darrell

Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning

David Mascharka, Philip Tran, Ryan Soklaski, Arjun Majumdar

Learning a Complete Image Indexing Pipeline

Himalaya Jain, Joaquin Zepeda, Patrick Pérez, Remi Gribonval

Efficient Large-Scale Approximate Nearest Neighbor Search on OpenCL FPGA

Jialiang Zhang, Soroosh Khoram, Jing Li

Multimodal Visual Concept Learning With Weakly Supervised Techniques

Giorgos Bouritsas, Petros Koutras, Athanasia Zlatintsi, Petros Maragos

Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking

Feng Li, Cheng Tian, Wangmeng Zuo, Lei Zhang, Ming-Hsuan Yang

Revisiting Video Saliency: A Large-Scale Benchmark and a New Model

Wenguan Wang, Jianbing Shen, Fang Guo, Ming-Ming Cheng, Ali Borji

Occlusion Aware Unsupervised Learning of Optical Flow

Yang Wang, Yi Yang, Zhenheng Yang, Liang Zhao, Peng Wang

High-Speed Tracking With Multi-Kernel Correlation Filters

Ming Tang, Bin Yu, Fan Zhang, Jinqiao Wang

SINT++: Robust Visual Tracking via Adversarial Positive Instance Generation

Xiao Wang, Chenglong Li, Bin Luo, Jin Tang

Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking

Qiang Wang, Zhu Teng, Junliang Xing, Jin Gao, Weiming Hu

Multi-Cue Correlation Filters for Robust Visual Tracking

Ning Wang, Wengang Zhou, Qi Tian, Richang Hong, Meng Wang

A Twofold Siamese Network for Real-Time Object Tracking

Anfeng He, Chong Luo, Xinmei Tian, Wenjun Zeng

Rolling Shutter and Radial Distortion Are Features for High Frame Rate Multi-Camera Tracking

Akash Bapat, True Price, Jan-Michael Frahm

Efficient Diverse Ensemble for Discriminative Co-Tracking

Kourosh Meshgi, Shigeyuki Oba, Shin Ishii

Time-Resolved Light Transport Decomposition for Thermal Photometric Stereo

Kenichiro Tanaka, Nobuhiro Ikeya, Tsuyoshi Takatani, Hiroyuki Kubo, Takuya Funatomi

A Robust Method for Strong Rolling Shutter Effects Correction Using Lines With Automatic Feature Selection

Yizhen Lao, Omar Ait-Aider

Single Image Reflection Separation With Perceptual Losses

Xuaner Zhang, Ren Ng, Qifeng Chen

CRRN: Multi-Scale Guided Concurrent Reflection Removal Network

Renjie Wan, Boxin Shi, Ling-Yu Duan, Ah-Hwee Tan, Alex C. Kot

Deeply Learned Filter Response Functions for Hyperspectral Reconstruction

Shijie Nie, Lin Gu, Yinqiang Zheng, Antony Lam, Nobutaka Ono

A Hybrid l1-l0 Layer Decomposition Model for Tone Mapping

Zhetong Liang, Jun Xu, David Zhang, Zisheng Cao, Lei Zhang

EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth From Light Field Images

Changha Shin, Hae-Gon Jeon, Youngjin Yoon, In So Kweon, Seon Joo Kim

Soccer on Your Tabletop

Konstantinos Rematas, Ira Kemelmacher-Shlizerman, Brian Curless, Steve Seitz

Alternating-Stereo VINS: Observability Analysis and Performance Evaluation

Mrinal K. Paul, Stergios I. Roumeliotis

RoadTracer: Automatic Extraction of Road Networks From Aerial Images

Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan

Analysis of Hand Segmentation in the Wild

Aisha Urooj, Ali Borji

DocUNet: Document Image Unwarping via a Stacked U-Net

Ke Ma, Zhixin Shu, Xue Bai, Jue Wang, Dimitris Samaras

Sim2Real Viewpoint Invariant Visual Servoing by Recurrent Control

Fereshteh Sadeghi, Alexander Toshev, Eric Jang, Sergey Levine

Geometry-Aware Network for Non-Rigid Shape Prediction From a Single View

Albert Pumarola, Antonio Agudo, Lorenzo Porzi, Alberto Sanfeliu, Vincent Lepetit

Indoor RGB-D Compass From a Single Line and Plane

Pyojin Kim, Brian Coltin, H. Jin Kim

Feature Mapping for Learning Fast and Accurate 3D Pose Inference From Synthetic Images

Mahdi Rad, Markus Oberweger, Vincent Lepetit

Learning Less Is More - 6D Camera Localization via 3D Surface Regression

Eric Brachmann, Carsten Rother

Texture Mapping for 3D Reconstruction With RGB-D Sensor

Yanping Fu, Qingan Yan, Long Yang, Jie Liao, Chunxia Xiao

Sparse Photometric 3D Face Reconstruction Guided by Morphable Models

Xuan Cao, Zhang Chen, Anpei Chen, Xin Chen, Shiying Li