ICCV 2017

621 papers

SubUNets: End-To-End Hand Shape and Continuous Sign Language Recognition

Necati Cihan Camgoz, Simon Hadfield, Oscar Koller, Richard Bowden

Single Shot Text Detector With Regional Attention

Pan He, Weilin Huang, Tong He, Qile Zhu, Yu Qiao

Detect to Track and Track to Detect

Christoph Feichtenhofer, Axel Pinz, Andrew Zisserman

A Coarse-Fine Network for Keypoint Localization

Shaoli Huang, Mingming Gong, Dacheng Tao

Low-Shot Visual Recognition by Shrinking and Hallucinating Features

Bharath Hariharan, Ross Girshick

TorontoCity: Seeing the World With a Million Eyes

Shenlong Wang, Min Bai, Gellert Mattyus, Hang Chu, Wenjie Luo

Visual Forecasting by Imitating Dynamics in Natural Sequences

Kuo-Hao Zeng, William B. Shen, De-An Huang, Min Sun, Juan Carlos Niebles

Inferring and Executing Programs for Visual Reasoning

Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Judy Hoffman, Li Fei-fei

Focal Loss for Dense Object Detection

Tsung-Yi Lin, Priya Goyal, Ross Girshick, Kaiming He, Piotr Dollár

Towards Diverse and Natural Image Descriptions via a Conditional GAN

Bo Dai, Sanja Fidler, Raquel Urtasun, Dahua Lin

Mask R-CNN

Kaiming He, Georgia Gkioxari, Piotr Dollár, Ross Girshick

Learning Cooperative Visual Dialog Agents With Deep Reinforcement Learning

Abhishek Das, Satwik Kottur, José M. F. Moura, Stefan Lee, Dhruv Batra

Interpretable Learning for Self-Driving Cars by Visualizing Causal Attention

Jinkyu Kim, John Canny

Transferring Objects: Joint Inference of Container and Human Pose

Hanqing Wang, Wei Liang, Lap-Fai Yu

Jointly Recognizing Object Fluents and Tasks in Egocentric Videos

Yang Liu, Ping Wei, Song-chun Zhu

Temporal Action Detection With Structured Segment Networks

Yue Zhao, Yuanjun Xiong, Limin Wang, Zhirong Wu, Xiaoou Tang

Chained Multi-Stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection

Mohammadreza Zolfaghari, Gabriel L. Oliveira, Nima Sedaghat, Thomas Brox

Unmasking the Abnormal Events in Video

Radu Tudor Ionescu, Sorina Smeureanu, Bogdan Alexe, Marius Popescu

Trespassing the Boundaries: Labeling Temporal Bounds for Object Interactions in Egocentric Video

Davide Moltisanti, Michael Wray, Walterio Mayol-Cuevas, Dima Damen

SBGAR: Semantics Based Group Activity Recognition

Xin Li, Mooi Choo Chuah

MarioQA: Answering Questions by Watching Gameplay Videos

Jonghwan Mun, Paul Hongsuck Seo, Ilchae Jung, Bohyung Han

Learning View-Invariant Features for Person Identification in Temporally Synchronized Videos Taken by Wearable Cameras

Kang Zheng, Xiaochuan Fan, Yuewei Lin, Hao Guo, Hongkai Yu

DualGAN: Unsupervised Dual Learning for Image-To-Image Translation

Zili Yi, Hao Zhang, Ping Tan, Minglun Gong

Sampling Matters in Deep Embedding Learning

Chao-Yuan Wu, R. Manmatha, Alexander J. Smola, Philipp Krähenbühl

Temporal Generative Adversarial Nets With Singular Value Clipping

Masaki Saito, Eiichi Matsumoto, Shunta Saito

Smart Mining for Deep Metric Learning

Ben Harwood, Vijay Kumar B G, Gustavo Carneiro, Ian Reid, Tom Drummond

Deep Growing Learning

Guangcong Wang, Xiaohua Xie, Jianhuang Lai, Jiaxuan Zhuo

Centered Weight Normalization in Accelerating Training of Deep Neural Networks

Lei Huang, Xianglong Liu, Yang Liu, Bo Lang, Dacheng Tao

Least Squares Generative Adversarial Networks

Xudong Mao, Qing Li, Haoran Xie, Raymond Y.K. Lau, Zhen Wang

Towards a Unified Compositional Model for Visual Pattern Modeling

Wei Tang, Pei Yu, Jiahuan Zhou, Ying Wu

Introspective Neural Networks for Generative Modeling

Justin Lazarow, Long Jin, Zhuowen Tu

Associative Domain Adaptation

Philip Haeusser, Thomas Frerix, Alexander Mordvintsev, Daniel Cremers

Universal Adversarial Perturbations Against Semantic Image Segmentation

Jan Hendrik Metzen, Mummadi Chaithanya Kumar, Thomas Brox, Volker Fischer

CVAE-GAN: Fine-Grained Image Generation Through Asymmetric Training

Jianmin Bao, Dong Chen, Fang Wen, Houqiang Li, Gang Hua

Learning Efficient Convolutional Networks Through Network Slimming

Zhuang Liu, Jianguo Li, Zhiqiang Shen, Gao Huang, Shoumeng Yan

Regional Interactive Image Segmentation Networks

Jun Hao Liew, Yunchao Wei, Wei Xiong, Sim-Heng Ong, Jiashi Feng

Deep Dual Learning for Semantic Image Segmentation

Ping Luo, Guangrun Wang, Liang Lin, Xiaogang Wang

AMAT: Medial Axis Transform for Natural Images

Stavros Tsogkas, Sven Dickinson

Directionally Convolutional Networks for 3D Shape Segmentation

Haotian Xu, Ming Dong, Zichun Zhong

A Unified Model for Near and Remote Sensing

Scott Workman, Menghua Zhai, David J. Crandall, Nathan Jacobs

SceneNet RGB-D: Can 5M Synthetic Images Beat Generic ImageNet Pre-Training on Indoor Segmentation?

John McCormac, Ankur Handa, Stefan Leutenegger, Andrew J. Davison

Point Set Registration With Global-Local Correspondence and Transformation Estimation

Su Zhang, Yang Yang, Kun Yang, Yi Luo, Sim-Heng Ong

Sketching With Style: Visual Search With Sketches and Aesthetic Context

John Collomosse, Tu Bui, Michael J. Wilber, Chen Fang, Hailin Jin

Dual-Glance Model for Deciphering Social Relationships

Junnan Li, Yongkang Wong, Qi Zhao, Mohan S. Kankanhalli

A Simple yet Effective Baseline for 3D Human Pose Estimation

Julieta Martinez, Rayat Hossain, Javier Romero, James J. Little

Scene Parsing With Global Context Embedding

Wei-Chih Hung, Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli

Revisiting IM2GPS in the Deep Learning Era

Nam Vo, Nathan Jacobs, James Hays

MUTAN: Multimodal Tucker Fusion for Visual Question Answering

Hedi Ben-younes, Remi Cadene, Matthieu Cord, Nicolas Thome

Compositional Human Pose Regression

Xiao Sun, Jiaxiang Shang, Shuang Liang, Yichen Wei

Deep Metric Learning With Angular Loss

Jian Wang, Feng Zhou, Shilei Wen, Xiao Liu, Yuanqing Lin

Performance Guaranteed Network Acceleration via High-Order Residual Quantization

Zefan Li, Bingbing Ni, Wenjun Zhang, Xiaokang Yang, Wen Gao

Bounding Boxes, Segmentations and Object Coordinates: How Important Is Recognition for 3D Scene Flow Estimation in Autonomous Driving Scenarios?

Aseem Behl, Omid Hosseini Jafari, Siva Karthik Mustikovela, Hassan Abu Alhaija, Carsten Rother

Volumetric Flow Estimation for Incompressible Fluids Using the Stationary Stokes Equations

Katrin Lasinger, Christoph Vogel, Konrad Schindler

CREST: Convolutional Residual Learning for Visual Tracking

Yibing Song, Chao Ma, Lijun Gong, Jiawei Zhang, Rynson W. H. Lau

Non-Markovian Globally Consistent Multi-Object Tracking

Andrii Maksai, Xinchao Wang, Francois Fleuret, Pascal Fua

Low-Dimensionality Calibration Through Local Anisotropic Scaling for Robust Hand Model Personalization

Edoardo Remelli, Anastasia Tkach, Andrea Tagliasacchi, Mark Pauly

Joint Bi-Layer Optimization for Single-Image Rain Streak Removal

LEI ZHU, Chi-Wing Fu, Dani Lischinski, Pheng-Ann Heng

Should We Encode Rain Streaks in Video as Deterministic or Stochastic?

Wei Wei, Lixuan Yi, Qi Xie, Qian Zhao, Deyu Meng

Robust Video Super-Resolution With Learned Temporal Dynamics

Ding Liu, Zhaowen Wang, Yuchen Fan, Xianming Liu, Zhangyang Wang

Fast Image Processing With Fully-Convolutional Networks

Qifeng Chen, Jia Xu, Vladlen Koltun

Paying Attention to Descriptions Generated by Image Captioning Models

Hamed R. Tavakoli, Rakshith Shetty, Ali Borji, Jorma Laaksonen

Blind Image Deblurring With Outlier Handling

Jiangxin Dong, Jinshan Pan, Zhixun Su, Ming-Hsuan Yang

Decoder Network Over Lightweight Reconstructed Feature for Fast Semantic Style Transfer

Ming Lu, Hao Zhao, Anbang Yao, Feng Xu, Yurong Chen

Visual Transformation Aided Contrastive Learning for Video-Based Kinship Verification

Hamdi Dibeklioglu

Group Re-Identification via Unsupervised Transfer of Sparse Features Encoding

Giuseppe Lisanti, Niki Martinel, Alberto Del Bimbo, Gian Luca Foresti

Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis

Rui Huang, Shu Zhang, Tianyu Li, Ran He

Stepwise Metric Promotion for Unsupervised Video Person Re-Identification

Zimo Liu, Dong Wang, Huchuan Lu

Efficient Online Local Metric Adaptation via Negative Samples for Person Re-Identification

Jiahuan Zhou, Pei Yu, Wei Tang, Ying Wu

Video Reflection Removal Through Spatio-Temporal Optimization

Ajay Nandoriya, Mohamed Elgharib, Changil Kim, Mohamed Hefeeda, Wojciech Matusik

Depth and Image Restoration From Light Field in a Scattering Medium

Jiandong Tian, Zachary Murez, Tong Cui, Zhen Zhang, David Kriegman

Multi-Stage Multi-Recursive-Input Fully Convolutional Networks for Neuronal Boundary Detection

Wei Shen, Bin Wang, Yuan Jiang, Yan Wang, Alan Yuille

Multi-View Non-Rigid Refinement and Normal Selection for High Quality 3D Reconstruction

Sk. Mohammadul Haque, Venu Madhav Govindu

Efficient Global 2D-3D Matching for Camera Localization in a Large-Scale 3D Map

Liu Liu, Hongdong Li, Yuchao Dai

Progressive Large Scale-Invariant Image Matching in Scale Space

Lei Zhou, Siyu Zhu, Tianwei Shen, Jinglu Wang, Tian Fang

PolyFit: Polygonal Surface Reconstruction From Point Clouds

Liangliang Nan, Peter Wonka

Online Video Object Detection Using Association LSTM

Yongyi Lu, Cewu Lu, Chi-Keung Tang

RMPE: Regional Multi-Person Pose Estimation

Hao-Shu Fang, Shuqin Xie, Yu-Wing Tai, Cewu Lu

3D Surface Detail Enhancement From a Single Normal Map

Wuyuan Xie, Miaohui Wang, Xianbiao Qi, Lei Zhang

Making Minimal Solvers for Absolute Pose Estimation Compact and Robust

Viktor Larsson, Zuzana Kukelova, Yinqiang Zheng

SurfaceNet: An End-To-End 3D Neural Network for Multiview Stereopsis

Mengqi Ji, Juergen Gall, Haitian Zheng, Yebin Liu, Lu Fang

Shape Inpainting Using 3D Generative Adversarial Network and Recurrent Convolutional Networks

Weiyue Wang, Qiangui Huang, Suya You, Chao Yang, Ulrich Neumann

Polynomial Solvers for Saturated Ideals

Viktor Larsson, Kalle Åström, Magnus Oskarsson

Linear Differential Constraints for Photo-Polarimetric Height Estimation

Silvia Tozza, William A. P. Smith, Dizhong Zhu, Ravi Ramamoorthi, Edwin R. Hancock

Turning Corners Into Cameras: Principles and Methods

Katherine L. Bouman, Vickie Ye, Adam B. Yedidia, Fredo Durand, Gregory W. Wornell

Material Editing Using a Physically Based Rendering Network

Guilin Liu, Duygu Ceylan, Ersin Yumer, Jimei Yang, Jyh-Ming Lien

Neural EPI-Volume Networks for Shape From Light Field

Stefan Heber, Wei Yu, Thomas Pock

Learning to Synthesize a 4D RGBD Light Field From a Single Image

Pratul P. Srinivasan, Tongzhou Wang, Ashwin Sreelal, Ravi Ramamoorthi, Ren Ng

GANs for Biological Image Synthesis

Anton Osokin, Anatole Chessel, Rafael E. Carazo Salas, Federico Vaggi

Unpaired Image-To-Image Translation Using Cycle-Consistent Adversarial Networks

Jun-Yan Zhu, Taesung Park, Phillip Isola, Alexei A. Efros

Playing for Benchmarks

Stephan R. Richter, Zeeshan Hayder, Vladlen Koltun

Deep TextSpotter: An End-To-End Trainable Scene Text Localization and Recognition Framework

Michal Busta, Lukas Neumann, Jiri Matas

Raster-To-Vector: Revisiting Floorplan Transformation

Chen Liu, Jiajun Wu, Pushmeet Kohli, Yasutaka Furukawa

Deep Cropping via Attention Box Prediction and Aesthetics Assessment

Wenguan Wang, Jianbing Shen

Am I a Baller? Basketball Performance Assessment From First-Person Videos

Gedas Bertasius, Hyun Soo Park, Stella X. Yu, Jianbo Shi

Pixel-Level Matching for Video Object Segmentation Using Convolutional Neural Networks

Jae Shin Yoon, Francois Rameau, Junsik Kim, Seokju Lee, Seunghak Shin

Common Action Discovery and Localization in Unconstrained Videos

Jiong Yang, Junsong Yuan

Lattice Long Short-Term Memory for Human Action Recognition

Lin Sun, Kui Jia, Kevin Chen, Dit-Yan Yeung, Bertram E. Shi

What Actions Are Needed for Understanding Human Actions in Videos?

Gunnar A. Sigurdsson, Olga Russakovsky, Abhinav Gupta

Joint Discovery of Object States and Manipulation Actions

Jean-Baptiste Alayrac, Ivan Laptev, Josef Sivic, Simon Lacoste-Julien

View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition From Skeleton Data

Pengfei Zhang, Cuiling Lan, Junliang Xing, Wenjun Zeng, Jianru Xue