ICCV 2017

621 papers

Bringing Background Into the Foreground: Making All Classes Equal in Weakly-Supervised Video Semantic Segmentation

Fatemeh Sadat Saleh, Mohammad Sadegh Aliakbarian, Mathieu Salzmann, Lars Petersson, Jose M. Alvarez

Truncating Wide Networks Using Binary Tree Architectures

Yan Zhang, Mete Ozay, Shuohao LI, Takayuki Okatani

Octree Generating Networks: Efficient Convolutional Architectures for High-Resolution 3D Outputs

Maxim Tatarchenko, Alexey Dosovitskiy, Thomas Brox

Factorized Bilinear Models for Image Recognition

Yanghao Li, Naiyan Wang, Jiaying Liu, Xiaodi Hou

Is Second-Order Information Helpful for Large-Scale Visual Recognition?

Peihua Li, Jiangtao Xie, Qilong Wang, Wangmeng Zuo

A Self-Balanced Min-Cut Algorithm for Image Clustering

Xiaojun Chen, Joshua Zhexue Haung, Feiping Nie, Renjie Chen, Qingyao Wu

Multi-Task Self-Supervised Visual Learning

Carl Doersch, Andrew Zisserman

Privacy-Preserving Visual Learning Using Doubly Permuted Homomorphic Encryption

Ryo Yonetani, Vishnu Naresh Boddeti, Kris M. Kitani, Yoichi Sato

Scale-Adaptive Convolutions for Scene Parsing

Rui Zhang, Sheng Tang, Yongdong Zhang, Jintao Li, Shuicheng Yan

Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes

Yang Zhang, Philip David, Boqing Gong

Learned Watershed: End-To-End Learning of Seeded Segmentation

Steffen Wolf, Lukas Schott, Ullrich Köthe, Fred Hamprecht

Open Vocabulary Scene Parsing

Hang Zhao, Xavier Puig, Bolei Zhou, Sanja Fidler, Antonio Torralba

No More Discrimination: Cross City Adaptation of Road Scene Segmenters

Yi-Hsin Chen, Wei-Yu Chen, Yu-Ting Chen, Bo-Cheng Tsai, Yu-Chiang Frank Wang

A Two Stream Siamese Convolutional Neural Network for Person Re-Identification

Dahjung Chung, Khalid Tahboub, Edward J. Delp

Visual Relationship Detection With Internal and External Linguistic Knowledge Distillation

Ruichi Yu, Ang Li, Vlad I. Morariu, Larry S. Davis

An Analysis of Visual Question Answering Algorithms

Kushal Kafle, Christopher Kanan

Unsupervised Learning of Important Objects From First-Person Videos

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

VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition

Seokju Lee, Junsik Kim, Jae Shin Yoon, Seunghak Shin, Oleksandr Bailo

Chained Cascade Network for Object Detection

Wanli Ouyang, Kun Wang, Xin Zhu, Xiaogang Wang

Phrase Localization and Visual Relationship Detection With Comprehensive Image-Language Cues

Bryan A. Plummer, Arun Mallya, Christopher M. Cervantes, Julia Hockenmaier, Svetlana Lazebnik

DSOD: Learning Deeply Supervised Object Detectors From Scratch

Zhiqiang Shen, Zhuang Liu, Jianguo Li, Yu-Gang Jiang, Yurong Chen

Learning From Noisy Labels With Distillation

Yuncheng Li, Jianchao Yang, Yale Song, Liangliang Cao, Jiebo Luo

Learning Deep Neural Networks for Vehicle Re-ID With Visual-Spatio-Temporal Path Proposals

Yantao Shen, Tong Xiao, hongsheng Li, Shuai Yi, Xiaogang Wang

Identity-Aware Textual-Visual Matching With Latent Co-Attention

Shuang Li, Tong Xiao, hongsheng Li, Wei Yang, Xiaogang Wang

Hierarchical Multimodal LSTM for Dense Visual-Semantic Embedding

Zhenxing Niu, Mo Zhou, Le Wang, Xinbo Gao, Gang Hua

See the Glass Half Full: Reasoning About Liquid Containers, Their Volume and Content

Roozbeh Mottaghi, Connor Schenck, Dieter Fox, Ali Farhadi

Generating High-Quality Crowd Density Maps Using Contextual Pyramid CNNs

Vishwanath A. Sindagi, Vishal M. Patel

Class Rectification Hard Mining for Imbalanced Deep Learning

Qi Dong, Shaogang Gong, Xiatian Zhu

Soft Proposal Networks for Weakly Supervised Object Localization

Yi Zhu, Yanzhao Zhou, Qixiang Ye, Qiang Qiu, Jianbin Jiao

SCNet: Learning Semantic Correspondence

Kai Han, Rafael S. Rezende, Bumsub Ham, Kwan-Yee K. Wong, Minsu Cho

Multi-Modal Factorized Bilinear Pooling With Co-Attention Learning for Visual Question Answering

Zhou Yu, Jun Yu, Jianping Fan, Dacheng Tao

VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation

Chuang Gan, Yandong Li, Haoxiang Li, Chen Sun, Boqing Gong

Temporal Dynamic Graph LSTM for Action-Driven Video Object Detection

Yuan Yuan, Xiaodan Liang, Xiaolong Wang, Dit-Yan Yeung, Abhinav Gupta

ScaleNet: Guiding Object Proposal Generation in Supermarkets and Beyond

Siyuan Qiao, Wei Shen, Weichao Qiu, Chenxi Liu, Alan Yuille

Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems

Tim Meinhardt, Michael Moller, Caner Hazirbas, Daniel Cremers

High Order Tensor Formulation for Convolutional Sparse Coding

Adel Bibi, Bernard Ghanem

Learning Dynamic Siamese Network for Visual Object Tracking

Qing Guo, Wei Feng, Ce Zhou, Rui Huang, Liang Wan

Online Robust Image Alignment via Subspace Learning From Gradient Orientations

Qingqing Zheng, Yi Wang, Pheng-Ann Heng

Dual Motion GAN for Future-Flow Embedded Video Prediction

Xiaodan Liang, Lisa Lee, Wei Dai, Eric P. Xing

Weakly Supervised Manifold Learning for Dense Semantic Object Correspondence

Utkarsh Gaur, B. S. Manjunath

Transformed Low-Rank Model for Line Pattern Noise Removal

Yi Chang, Luxin Yan, Sheng Zhong

Modelling the Scene Dependent Imaging in Cameras With a Deep Neural Network

Seonghyeon Nam, Seon Joo Kim

Joint Convolutional Analysis and Synthesis Sparse Representation for Single Image Layer Separation

Shuhang Gu, Deyu Meng, Wangmeng Zuo, Lei Zhang

Learning Gaze Transitions From Depth to Improve Video Saliency Estimation

George Leifman, Dmitry Rudoy, Tristan Swedish, Eduardo Bayro-Corrochano, Ramesh Raskar

Wavelet-SRNet: A Wavelet-Based CNN for Multi-Scale Face Super Resolution

Huaibo Huang, Ran He, Zhenan Sun, Tieniu Tan

Be Your Own Prada: Fashion Synthesis With Structural Coherence

Shizhan Zhu, Raquel Urtasun, Sanja Fidler, Dahua Lin, Chen Change Loy

Super-Trajectory for Video Segmentation

Wenguan Wang, Jianbing Shen, Jianwen Xie, Fatih Porikli

Self-Paced Kernel Estimation for Robust Blind Image Deblurring

Dong Gong, Mingkui Tan, Yanning Zhang, Anton van den Hengel, Qinfeng Shi

Infant Footprint Recognition

Eryun Liu

Anchored Regression Networks Applied to Age Estimation and Super Resolution

Eirikur Agustsson, Radu Timofte, Luc Van Gool

Recurrent 3D-2D Dual Learning for Large-Pose Facial Landmark Detection

Shengtao Xiao, Jiashi Feng, Luoqi Liu, Xuecheng Nie, Wei Wang

Reconstruction-Based Disentanglement for Pose-Invariant Face Recognition

Xi Peng, Xiang Yu, Kihyuk Sohn, Dimitris N. Metaxas, Manmohan Chandraker

Composite Focus Measure for High Quality Depth Maps

Parikshit Sakurikar, P. J. Narayanan

Unsupervised Adaptation for Deep Stereo

Alessio Tonioni, Matteo Poggi, Stefano Mattoccia, Luigi Di Stefano

Click Here: Human-Localized Keypoints as Guidance for Viewpoint Estimation

Ryan Szeto, Jason J. Corso

Learned Multi-Patch Similarity

Wilfried Hartmann, Silvano Galliani, Michal Havlena, Luc Van Gool, Konrad Schindler

Unrestricted Facial Geometry Reconstruction Using Image-To-Image Translation

Matan Sela, Elad Richardson, Ron Kimmel

Unsupervised Learning of Stereo Matching

Chao Zhou, Hong Zhang, Xiaoyong Shen, Jiaya Jia

Surface Normals in the Wild

Weifeng Chen, Donglai Xiang, Jia Deng

Toward Perceptually-Consistent Stereo: A Scanline Study

Jialiang Wang, Daniel Glasner, Todd Zickler

Learning for Active 3D Mapping

Karel Zimmermann, Tomas Petricek, Vojtech Salansky, Tomas Svoboda

Unsupervised Creation of Parameterized Avatars

Lior Wolf, Yaniv Taigman, Adam Polyak

SSD-6D: Making RGB-Based 3D Detection and 6D Pose Estimation Great Again

Wadim Kehl, Fabian Manhardt, Federico Tombari, Slobodan Ilic, Nassir Navab

Photographic Image Synthesis With Cascaded Refinement Networks

Qifeng Chen, Vladlen Koltun

Arbitrary Style Transfer in Real-Time With Adaptive Instance Normalization

Xun Huang, Serge Belongie

WeText: Scene Text Detection Under Weak Supervision

Shangxuan Tian, Shijian Lu, Chongshou Li

Adversarial Image Perturbation for Privacy Protection -- A Game Theory Perspective

Seong Joon Oh, Mario Fritz, Bernt Schiele

ChromaTag: A Colored Marker and Fast Detection Algorithm

Joseph DeGol, Timothy Bretl, Derek Hoiem

Automatic Spatially-Aware Fashion Concept Discovery

Xintong Han, Zuxuan Wu, Phoenix X. Huang, Xiao Zhang, Menglong Zhu

Spatio-Temporal Person Retrieval via Natural Language Queries

Masataka Yamaguchi, Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada

Adaptive RNN Tree for Large-Scale Human Action Recognition

Wenbo Li, Longyin Wen, Ming-Ching Chang, Ser Nam Lim, Siwei Lyu

Following Gaze in Video

Adria Recasens, Carl Vondrick, Aditya Khosla, Antonio Torralba

Attentive Semantic Video Generation Using Captions

Tanya Marwah, Gaurav Mittal, Vineeth N. Balasubramanian

Primary Video Object Segmentation via Complementary CNNs and Neighborhood Reversible Flow

Jia Li, Anlin Zheng, Xiaowu Chen, Bin Zhou

Video Fill in the Blank Using LR/RL LSTMs With Spatial-Temporal Attentions

Amir Mazaheri, Dong Zhang, Mubarak Shah

Infinite Latent Feature Selection: A Probabilistic Latent Graph-Based Ranking Approach

Giorgio Roffo, Simone Melzi, Umberto Castellani, Alessandro Vinciarelli

Channel Pruning for Accelerating Very Deep Neural Networks

Yihui He, Xiangyu Zhang, Jian Sun

Genetic CNN

Lingxi Xie, Alan Yuille

Adversarial Examples for Semantic Segmentation and Object Detection

Cihang Xie, Jianyu Wang, Zhishuai Zhang, Yuyin Zhou, Lingxi Xie

SORT: Second-Order Response Transform for Visual Recognition

Yan Wang, Lingxi Xie, Chenxi Liu, Siyuan Qiao, Ya Zhang

Fine-Grained Recognition in the Wild: A Multi-Task Domain Adaptation Approach

Timnit Gebru, Judy Hoffman, Li Fei-fei

Weakly Supervised Learning of Deep Metrics for Stereo Reconstruction

Stepan Tulyakov, Anton Ivanov, Francois Fleuret

Transitive Invariance for Self-Supervised Visual Representation Learning

Xiaolong Wang, Kaiming He, Abhinav Gupta

Encoder Based Lifelong Learning

Amal Rannen, Rahaf Aljundi, Matthew B. Blaschko, Tinne Tuytelaars

Cascaded Feature Network for Semantic Segmentation of RGB-D Images

Di Lin, Guangyong Chen, Daniel Cohen-or, Pheng-Ann Heng, Hui Huang

Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection

Debidatta Dwibedi, Ishan Misra, Martial Hebert

Structured Attentions for Visual Question Answering

Chen Zhu, Yanpeng Zhao, Shuaiyi Huang, Kewei Tu, Yi Ma

Learning Feature Pyramids for Human Pose Estimation

Wei Yang, Shuang Li, Wanli Ouyang, hongsheng Li, Xiaogang Wang

Recurrent Multimodal Interaction for Referring Image Segmentation

Chenxi Liu, Zhe Lin, Xiaohui Shen, Jimei Yang, Xin Lu

Scene Graph Generation From Objects, Phrases and Region Captions

Yikang LI, Wanli Ouyang, Bolei Zhou, Kun Wang, Xiaogang Wang

Generative Modeling of Audible Shapes for Object Perception

Zhoutong Zhang, Jiajun Wu, Qiujia Li, Zhengjia Huang, James Traer

Areas of Attention for Image Captioning

Marco Pedersoli, Thomas Lucas, Cordelia Schmid, Jakob Verbeek

Attributes2Classname: A Discriminative Model for Attribute-Based Unsupervised Zero-Shot Learning

Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis

An Empirical Study of Language CNN for Image Captioning

Jiuxiang Gu, Gang Wang, Jianfei Cai, Tsuhan Chen

Adversarial PoseNet: A Structure-Aware Convolutional Network for Human Pose Estimation

Yu Chen, Chunhua Shen, Xiu-Shen Wei, Lingqiao Liu, Jian Yang

BAM! The Behance Artistic Media Dataset for Recognition Beyond Photography

Michael J. Wilber, Chen Fang, Hailin Jin, Aaron Hertzmann, John Collomosse

DeepContext: Context-Encoding Neural Pathways for 3D Holistic Scene Understanding

Yinda Zhang, Mingru Bai, Pushmeet Kohli, Shahram Izadi, Jianxiong Xiao

Sublabel-Accurate Discretization of Nonconvex Free-Discontinuity Problems

Thomas Möllenhoff, Daniel Cremers

ProbFlow: Joint Optical Flow and Uncertainty Estimation

Anne S. Wannenwetsch, Margret Keuper, Stefan Roth

Predicting Human Activities Using Stochastic Grammar

Siyuan Qi, Siyuan Huang, Ping Wei, Song-chun Zhu