ICCV 2017

621 papers

Real-Time Hand Tracking Under Occlusion From an Egocentric RGB-D Sensor

Franziska Mueller, Dushyant Mehta, Oleksandr Sotnychenko, Srinath Sridhar, Dan Casas

Robust Object Tracking Based on Temporal and Spatial Deep Networks

Zhu Teng, Junliang Xing, Qiang Wang, Congyan Lang, Songhe Feng

Learning Background-Aware Correlation Filters for Visual Tracking

Hamed Kiani Galoogahi, Ashton Fagg, Simon Lucey

Need for Speed: A Benchmark for Higher Frame Rate Object Tracking

Hamed Kiani Galoogahi, Ashton Fagg, Chen Huang, Deva Ramanan, Simon Lucey

SHaPE: A Novel Graph Theoretic Algorithm for Making Consensus-Based Decisions in Person Re-Identification Systems

Arko Barman, Shishir K. Shah

Coherent Online Video Style Transfer

Dongdong Chen, Jing Liao, Lu Yuan, Nenghai Yu, Gang Hua

Multi-Channel Weighted Nuclear Norm Minimization for Real Color Image Denoising

Jun Xu, Lei Zhang, David Zhang, Xiangchu Feng

On-Demand Learning for Deep Image Restoration

Ruohan Gao, Kristen Grauman

Video Deblurring via Semantic Segmentation and Pixel-Wise Non-Linear Kernel

Wenqi Ren, Jinshan Pan, Xiaochun Cao, Ming-Hsuan Yang

Learning Discriminative Data Fitting Functions for Blind Image Deblurring

Jinshan Pan, Jiangxin Dong, Yu-Wing Tai, Zhixun Su, Ming-Hsuan Yang

Delving Into Salient Object Subitizing and Detection

Shengfeng He, Jianbo Jiao, Xiaodan Zhang, Guoqiang Han, Rynson W.H. Lau

Look, Perceive and Segment: Finding the Salient Objects in Images via Two-Stream Fixation-Semantic CNNs

Xiaowu Chen, Anlin Zheng, Jia Li, Feng Lu

RankIQA: Learning From Rankings for No-Reference Image Quality Assessment

Xialei Liu, Joost van de Weijer, Andrew D. Bagdanov

Large Pose 3D Face Reconstruction From a Single Image via Direct Volumetric CNN Regression

Aaron S. Jackson, Adrian Bulat, Vasileios Argyriou, Georgios Tzimiropoulos

How Far Are We From Solving the 2D & 3D Face Alignment Problem? (And a Dataset of 230,000 3D Facial Landmarks)

Adrian Bulat, Georgios Tzimiropoulos

Ensemble Deep Learning for Skeleton-Based Action Recognition Using Temporal Sliding LSTM Networks

Inwoong Lee, Doyoung Kim, Seoungyoon Kang, Sanghoon Lee

Real Time Eye Gaze Tracking With 3D Deformable Eye-Face Model

Kang Wang, Qiang Ji

Cross-View Asymmetric Metric Learning for Unsupervised Person Re-Identification

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

Catadioptric HyperSpectral Light Field Imaging

Yujia Xue, Kang Zhu, Qiang Fu, Xilin Chen, Jingyi Yu

Reconfiguring the Imaging Pipeline for Computer Vision

Mark Buckler, Suren Jayasuriya, Adrian Sampson

Focal Track: Depth and Accommodation With Oscillating Lens Deformation

Qi Guo, Emma Alexander, Todd Zickler

Corner-Based Geometric Calibration of Multi-Focus Plenoptic Cameras

Sotiris Nousias, Francois Chadebecq, Jonas Pichat, Pearse Keane, Sébastien Ourselin

Rolling-Shutter-Aware Differential SfM and Image Rectification

Bingbing Zhuang, Loong-Fah Cheong, Gim Hee Lee

Surface Registration via Foliation

Xiaopeng Zheng, Chengfeng Wen, Na Lei, Ming Ma, Xianfeng Gu

"Maximizing Rigidity" Revisited: A Convex Programming Approach for Generic 3D Shape Reconstruction From Multiple Perspective Views

Pan Ji, Hongdong Li, Yuchao Dai, Ian Reid

Quasiconvex Plane Sweep for Triangulation With Outliers

Qianggong Zhang, Tat-jun Chin, David Suter

BodyFusion: Real-Time Capture of Human Motion and Surface Geometry Using a Single Depth Camera

Tao Yu, Kaiwen Guo, Feng Xu, Yuan Dong, Zhaoqi Su

3D-PRNN: Generating Shape Primitives With Recurrent Neural Networks

Chuhang Zou, Ersin Yumer, Jimei Yang, Duygu Ceylan, Derek Hoiem

Local-To-Global Point Cloud Registration Using a Dictionary of Viewpoint Descriptors

David Avidar, David Malah, Meir Barzohar

Rolling Shutter Correction in Manhattan World

Pulak Purkait, Christopher Zach, Ales Leonardis

Improved Image Captioning via Policy Gradient Optimization of SPIDEr

Siqi Liu, Zhenhai Zhu, Ning Ye, Sergio Guadarrama, Kevin Murphy

Escape From Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models

Roman Klokov, Victor Lempitsky

A Generative Model of People in Clothing

Christoph Lassner, Gerard Pons-Moll, Peter V. Gehler

Revisiting Unreasonable Effectiveness of Data in Deep Learning Era

Chen Sun, Abhinav Shrivastava, Saurabh Singh, Abhinav Gupta

SUBIC: A Supervised, Structured Binary Code for Image Search

Himalaya Jain, Joaquin Zepeda, Patrick Pérez, Remi Gribonval

Query-Guided Regression Network With Context Policy for Phrase Grounding

Kan Chen, Rama Kovvuri, Ram Nevatia

Hard-Aware Deeply Cascaded Embedding

YUHUI YUAN, Kuiyuan Yang, Chao Zhang

Learning to Reason: End-To-End Module Networks for Visual Question Answering

Ronghang Hu, Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Kate Saenko

Beyond Planar Symmetry: Modeling Human Perception of Reflection and Rotation Symmetries in the Wild

Christopher Funk, Yanxi Liu

FoveaNet: Perspective-Aware Urban Scene Parsing

Xin Li, Zequn Jie, Wei Wang, Changsong Liu, Jimei Yang

Ensemble Diffusion for Retrieval

Song Bai, Zhichao Zhou, Jingdong Wang, Xiang Bai, Longin Jan Latecki

Deformable Convolutional Networks

Jifeng Dai, Haozhi Qi, Yuwen Xiong, Yi Li, Guodong Zhang

Open Set Domain Adaptation

Pau Panareda Busto, Juergen Gall

Deep Direct Regression for Multi-Oriented Scene Text Detection

Wenhao He, Xu-yao Zhang, Fei Yin, Cheng-lin Liu

Complex Event Detection by Identifying Reliable Shots From Untrimmed Videos

Hehe Fan, Xiaojun Chang, De Cheng, Yi Yang, Dong Xu

Compressive Quantization for Fast Object Instance Search in Videos

Tan Yu, Zhenzhen Wang, Junsong Yuan

Learning Long-Term Dependencies for Action Recognition With a Biologically-Inspired Deep Network

Yemin Shi, Yonghong Tian, Yaowei Wang, Wei Zeng, Tiejun Huang

Dense-Captioning Events in Videos

Ranjay Krishna, Kenji Hata, Frederic Ren, Li Fei-fei, Juan Carlos Niebles

Unsupervised Action Discovery and Localization in Videos

Khurram Soomro, Mubarak Shah

SegFlow: Joint Learning for Video Object Segmentation and Optical Flow

Jingchun Cheng, Yi-Hsuan Tsai, Shengjin Wang, Ming-Hsuan Yang

A Read-Write Memory Network for Movie Story Understanding

Seil Na, Sangho Lee, Jisung Kim, Gunhee Kim

Unsupervised Representation Learning by Sorting Sequences

Hsin-Ying Lee, Jia-Bin Huang, Maneesh Singh, Ming-Hsuan Yang

Coordinating Filters for Faster Deep Neural Networks

Wei Wen, Cong Xu, Chunpeng Wu, Yandan Wang, Yiran Chen

Predicting Deeper Into the Future of Semantic Segmentation

Pauline Luc, Natalia Neverova, Camille Couprie, Jakob Verbeek, Yann LeCun

Personalized Image Aesthetics

Jian Ren, Xiaohui Shen, Zhe Lin, Radomir Mech, David J. Foran

Image-Based Localization Using LSTMs for Structured Feature Correlation

Florian Walch, Caner Hazirbas, Laura Leal-Taixé, Torsten Sattler, Sebastian Hilsenbeck

Grad-CAM: Visual Explanations From Deep Networks via Gradient-Based Localization

Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh

Look, Listen and Learn

Relja Arandjelović, Andrew Zisserman

When Unsupervised Domain Adaptation Meets Tensor Representations

Hao Lu, Lei Zhang, Zhiguo Cao, Wei Wei, Ke Xian

Towards Context-Aware Interaction Recognition for Visual Relationship Detection

Bohan Zhuang, Lingqiao Liu, Chunhua Shen, Ian Reid

Embedding 3D Geometric Features for Rigid Object Part Segmentation

Yafei Song, Xiaowu Chen, Jia Li, Qinping Zhao

Recurrent Scale Approximation for Object Detection in CNN

Yu Liu, Hongyang Li, Junjie Yan, Fangyin Wei, Xiaogang Wang

Exploiting Multi-Grain Ranking Constraints for Precisely Searching Visually-Similar Vehicles

Ke Yan, Yonghong Tian, Yaowei Wang, Wei Zeng, Tiejun Huang

Increasing CNN Robustness to Occlusions by Reducing Filter Support

Elad Osherov, Michael Lindenbaum

VegFru: A Domain-Specific Dataset for Fine-Grained Visual Categorization

Saihui Hou, Yushan Feng, Zilei Wang

Attribute Recognition by Joint Recurrent Learning of Context and Correlation

Jingya Wang, Xiatian Zhu, Shaogang Gong, Wei Li

Show, Adapt and Tell: Adversarial Training of Cross-Domain Image Captioner

Tseng-Hung Chen, Yuan-Hong Liao, Ching-Yao Chuang, Wan-Ting Hsu, Jianlong Fu

Higher-Order Integration of Hierarchical Convolutional Activations for Fine-Grained Visual Categorization

Sijia Cai, Wangmeng Zuo, Lei Zhang

DualNet: Learn Complementary Features for Image Recognition

Saihui Hou, Xu Liu, Zilei Wang

Neural Person Search Machines

Hao Liu, Jiashi Feng, Zequn Jie, Karlekar Jayashree, Bo Zhao

Visual Semantic Planning Using Deep Successor Representations

Yuke Zhu, Daniel Gordon, Eric Kolve, Dieter Fox, Li Fei-fei

Deep Determinantal Point Process for Large-Scale Multi-Label Classification

Pengtao Xie, Ruslan Salakhutdinov, Luntian Mou, Eric P. Xing

Multi-Label Image Recognition by Recurrently Discovering Attentional Regions

Zhouxia Wang, Tianshui Chen, Guanbin Li, Ruijia Xu, Liang Lin

Recurrent Models for Situation Recognition

Arun Mallya, Svetlana Lazebnik

SafetyNet: Detecting and Rejecting Adversarial Examples Robustly

Jiajun Lu, Theerasit Issaranon, David Forsyth

MIHash: Online Hashing With Mutual Information

Fatih Cakir, Kun He, Sarah Adel Bargal, Stan Sclaroff

DeNet: Scalable Real-Time Object Detection With Directed Sparse Sampling

Lachlan Tychsen-Smith, Lars Petersson

Reasoning About Fine-Grained Attribute Phrases Using Reference Games

Jong-Chyi Su, Chenyun Wu, Huaizu Jiang, Subhransu Maji

Flow-Guided Feature Aggregation for Video Object Detection

Xizhou Zhu, Yujie Wang, Jifeng Dai, Lu Yuan, Yichen Wei

Towards 3D Human Pose Estimation in the Wild: A Weakly-Supervised Approach

Xingyi Zhou, Qixing Huang, Xiao Sun, Xiangyang Xue, Yichen Wei

Fashion Forward: Forecasting Visual Style in Fashion

Ziad Al-Halah, Rainer Stiefelhagen, Kristen Grauman

Orientation Invariant Feature Embedding and Spatial Temporal Regularization for Vehicle Re-Identification

Zhongdao Wang, Luming Tang, Xihui Liu, Zhuliang Yao, Shuai Yi

Benchmarking and Error Diagnosis in Multi-Instance Pose Estimation

Matteo Ruggero Ronchi, Pietro Perona

No Fuss Distance Metric Learning Using Proxies

Yair Movshovitz-Attias, Alexander Toshev, Thomas K. Leung, Sergey Ioffe, Saurabh Singh

HydraPlus-Net: Attentive Deep Features for Pedestrian Analysis

Xihui Liu, Haiyu Zhao, Maoqing Tian, Lu Sheng, Jing Shao

A Revisit of Sparse Coding Based Anomaly Detection in Stacked RNN Framework

Weixin Luo, Wen Liu, Shenghua Gao

Non-Convex Rank/Sparsity Regularization and Local Minima

Carl Olsson, Marcus Carlsson, Fredrik Andersson, Viktor Larsson

Tracking as Online Decision-Making: Learning a Policy From Streaming Videos With Reinforcement Learning

James Supancic, III, Deva Ramanan

MirrorFlow: Exploiting Symmetries in Joint Optical Flow and Occlusion Estimation

Junhwa Hur, Stefan Roth

Tracking the Untrackable: Learning to Track Multiple Cues With Long-Term Dependencies

Amir Sadeghian, Alexandre Alahi, Silvio Savarese

PathTrack: Fast Trajectory Annotation With Path Supervision

Santiago Manen, Michael Gygli, Dengxin Dai, Luc Van Gool

Encouraging LSTMs to Anticipate Actions Very Early

Mohammad Sadegh Aliakbarian, Fatemeh Sadat Saleh, Mathieu Salzmann, Basura Fernando, Lars Petersson

Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection

Pierre Baque, Francois Fleuret, Pascal Fua

Video Frame Interpolation via Adaptive Separable Convolution

Simon Niklaus, Long Mai, Feng Liu

Learning to Super-Resolve Blurry Face and Text Images

Xiangyu Xu, Deqing Sun, Jinshan Pan, Yujin Zhang, Hanspeter Pfister

Joint Adaptive Sparsity and Low-Rankness on the Fly: An Online Tensor Reconstruction Scheme for Video Denoising

Bihan Wen, Yanjun Li, Luke Pfister, Yoram Bresler

Learning Blind Motion Deblurring

Patrick Wieschollek, Michael Hirsch, Bernhard Schölkopf, Hendrik P. A. Lensch

Zero-Order Reverse Filtering

Xin Tao, Chao Zhou, Xiaoyong Shen, Jue Wang, Jiaya Jia

Learning Uncertain Convolutional Features for Accurate Saliency Detection

Pingping Zhang, Dong Wang, Huchuan Lu, Hongyu Wang, Baocai Yin

Amulet: Aggregating Multi-Level Convolutional Features for Salient Object Detection

Pingping Zhang, Dong Wang, Huchuan Lu, Hongyu Wang, Xiang Ruan