CVPR 2017

783 papers

FusionSeg: Learning to Combine Motion and Appearance for Fully Automatic Segmentation of Generic Objects in Videos

Suyog Dutt Jain, Bo Xiong, Kristen Grauman

Non-Contact Full Field Vibration Measurement Based on Phase-Shifting

Hiroyuki Kayaba, Yuji Kokumai

Fast Video Classification via Adaptive Cascading of Deep Models

Haichen Shen, Seungyeop Han, Matthai Philipose, Arvind Krishnamurthy

Self-Supervised Video Representation Learning With Odd-One-Out Networks

Basura Fernando, Hakan Bilen, Efstratios Gavves, Stephen Gould

Webly Supervised Semantic Segmentation

Bin Jin, Maria V. Ortiz Segovia, Sabine Süsstrunk

Improving Pairwise Ranking for Multi-Label Image Classification

Yuncheng Li, Yale Song, Jiebo Luo

Cross-View Image Matching for Geo-Localization in Urban Environments

Yicong Tian, Chen Chen, Mubarak Shah

Slow Flow: Exploiting High-Speed Cameras for Accurate and Diverse Optical Flow Reference Data

Joel Janai, Fatma Guney, Jonas Wulff, Michael J. Black, Andreas Geiger

Non-Local Color Image Denoising With Convolutional Neural Networks

Stamatios Lefkimmiatis

OctNet: Learning Deep 3D Representations at High Resolutions

Gernot Riegler, Ali Osman Ulusoy, Andreas Geiger

Online Graph Completion: Multivariate Signal Recovery in Computer Vision

Won Hwa Kim, Mona Jalal, Seongjae Hwang, Sterling C. Johnson, Vikas Singh

Acquiring Axially-Symmetric Transparent Objects Using Single-View Transmission Imaging

Jaewon Kim, Ilya Reshetouski, Abhijeet Ghosh

Filter Flow Made Practical: Massively Parallel and Lock-Free

Sathya N. Ravi, Yunyang Xiong, Lopamudra Mukherjee, Vikas Singh

Multiple People Tracking by Lifted Multicut and Person Re-Identification

Siyu Tang, Mykhaylo Andriluka, Bjoern Andres, Bernt Schiele

Combining Bottom-Up, Top-Down, and Smoothness Cues for Weakly Supervised Image Segmentation

Anirban Roy, Sinisa Todorovic

Multi-Scale FCN With Cascaded Instance Aware Segmentation for Arbitrary Oriented Word Spotting in the Wild

Dafang He, Xiao Yang, Chen Liang, Zihan Zhou, Alexander G. Ororbi II

Noise-Blind Image Deblurring

Meiguang Jin, Stefan Roth, Paolo Favaro

Transformation-Grounded Image Generation Network for Novel 3D View Synthesis

Eunbyung Park, Jimei Yang, Ersin Yumer, Duygu Ceylan, Alexander C. Berg

Fractal Dimension Invariant Filtering and Its CNN-Based Implementation

Hongteng Xu, Junchi Yan, Nils Persson, Weiyao Lin, Hongyuan Zha

A Domain Based Approach to Social Relation Recognition

Qianru Sun, Bernt Schiele, Mario Fritz

Simultaneous Facial Landmark Detection, Pose and Deformation Estimation Under Facial Occlusion

Yue Wu, Chao Gou, Qiang Ji

Learning and Refining of Privileged Information-Based RNNs for Action Recognition From Depth Sequences

Zhiyuan Shi, Tae-kyun Kim

Deep 360 Pilot: Learning a Deep Agent for Piloting Through 360deg Sports Videos

Hou-Ning Hu, Yen-Chen Lin, Ming-Yu Liu, Hsien-Tzu Cheng, Yung-Ju Chang

Primary Object Segmentation in Videos Based on Region Augmentation and Reduction

Yeong Jun Koh, Chang-Su Kim

LCR-Net: Localization-Classification-Regression for Human Pose

Gregory Rogez, Philippe Weinzaepfel, Cordelia Schmid

Learning to Align Semantic Segmentation and 2.5D Maps for Geolocalization

Anil Armagan, Martin Hirzer, Peter M. Roth, Vincent Lepetit

Joint Detection and Identification Feature Learning for Person Search

Tong Xiao, Shuang Li, Bochao Wang, Liang Lin, Xiaogang Wang

Deep Structured Learning for Facial Action Unit Intensity Estimation

Robert Walecki, Ognjen (Oggi) Rudovic, Vladimir Pavlovic, Bjoern Schuller, Maja Pantic

Provable Self-Representation Based Outlier Detection in a Union of Subspaces

Chong You, Daniel P. Robinson, René Vidal

Learning Motion Patterns in Videos

Pavel Tokmakov, Karteek Alahari, Cordelia Schmid

AdaScan: Adaptive Scan Pooling in Deep Convolutional Neural Networks for Human Action Recognition in Videos

Amlan Kar, Nishant Rai, Karan Sikka, Gaurav Sharma

Expert Gate: Lifelong Learning With a Network of Experts

Rahaf Aljundi, Punarjay Chakravarty, Tinne Tuytelaars

BranchOut: Regularization for Online Ensemble Tracking With Convolutional Neural Networks

Bohyung Han, Jack Sim, Hartwig Adam

A General Framework for Curve and Surface Comparison and Registration With Oriented Varifolds

Irene Kaltenmark, Benjamin Charlier, Nicolas Charon

Elastic Shape-From-Template With Spatially Sparse Deforming Forces

Abed Malti, Cedric Herzet

Product Manifold Filter: Non-Rigid Shape Correspondence via Kernel Density Estimation in the Product Space

Matthias Vestner, Roee Litman, Emanuele Rodolà, Alex Bronstein, Daniel Cremers

A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark Detection

Jiangjing Lv, Xiaohu Shao, Junliang Xing, cheng cheng, Xi Zhou

Learning Deep Match Kernels for Image-Set Classification

Haoliang Sun, Xiantong Zhen, Yuanjie Zheng, Gongping Yang, Yilong Yin

Efficient Linear Programming for Dense CRFs

Thalaiyasingam Ajanthan, Alban Desmaison, Rudy Bunel, Mathieu Salzmann, Philip H. S. Torr

A New Representation of Skeleton Sequences for 3D Action Recognition

Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaid

Zero-Shot Recognition Using Dual Visual-Semantic Mapping Paths

Yanan Li, Donghui Wang, Huanhang Hu, Yuetan Lin, Yueting Zhuang

Snapshot Hyperspectral Light Field Imaging

Zhiwei Xiong, Lizhi Wang, Huiqun Li, Dong Liu, Feng Wu

A Multi-View Stereo Benchmark With High-Resolution Images and Multi-Camera Videos

Thomas Schops, Johannes L. Schonberger, Silvano Galliani, Torsten Sattler, Konrad Schindler

CNN-Based Patch Matching for Optical Flow With Thresholded Hinge Embedding Loss

Christian Bailer, Kiran Varanasi, Didier Stricker

Revisiting Metric Learning for SPD Matrix Based Visual Representation

Luping Zhou, Lei Wang, Jianjia Zhang, Yinghuan Shi, Yang Gao

Deep Cross-Modal Hashing

Qing-Yuan Jiang, Wu-jun Li

Generalized Rank Pooling for Activity Recognition

Anoop Cherian, Basura Fernando, Mehrtash Harandi, Stephen Gould

CityPersons: A Diverse Dataset for Pedestrian Detection

Shanshan Zhang, Rodrigo Benenson, Bernt Schiele

Deeply Supervised Salient Object Detection With Short Connections

Qibin Hou, Ming-Ming Cheng, Xiaowei Hu, Ali Borji, Zhuowen Tu

Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade

Xiaoxiao Li, Ziwei Liu, Ping Luo, Chen Change Loy, Xiaoou Tang

Co-Occurrence Filter

Roy J. Jevnisek, Shai Avidan

Semantic Autoencoder for Zero-Shot Learning

Elyor Kodirov, Tao Xiang, Shaogang Gong

End-To-End Concept Word Detection for Video Captioning, Retrieval, and Question Answering

Youngjae Yu, Hyungjin Ko, Jongwook Choi, Gunhee Kim

Residual Attention Network for Image Classification

Fei Wang, Mengqing Jiang, Chen Qian, Shuo Yang, Cheng Li

Image Super-Resolution via Deep Recursive Residual Network

Ying Tai, Jian Yang, Xiaoming Liu

StyleNet: Generating Attractive Visual Captions With Styles

Chuang Gan, Zhe Gan, Xiaodong He, Jianfeng Gao, Li Deng

What Can Help Pedestrian Detection?

Jiayuan Mao, Tete Xiao, Yuning Jiang, Zhimin Cao

Radiometric Calibration From Faces in Images

Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi

Specular Highlight Removal in Facial Images

Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi

Spatio-Temporal Vector of Locally Max Pooled Features for Action Recognition in Videos

Ionut Cosmin Duta, Bogdan Ionescu, Kiyoharu Aizawa, Nicu Sebe

Discover and Learn New Objects From Documentaries

Kai Chen, Hang Song, Chen Change Loy, Dahua Lin

Detecting Visual Relationships With Deep Relational Networks

Bo Dai, Yuqi Zhang, Dahua Lin

Probabilistic Temporal Subspace Clustering

Behnam Gholami, Vladimir Pavlovic

Hierarchical Multimodal Metric Learning for Multimodal Classification

Heng Zhang, Vishal M. Patel, Rama Chellappa

Recurrent Modeling of Interaction Context for Collective Activity Recognition

Minsi Wang, Bingbing Ni, Xiaokang Yang

One-To-Many Network for Visually Pleasing Compression Artifacts Reduction

Jun Guo, Hongyang Chao

Locality-Sensitive Deconvolution Networks With Gated Fusion for RGB-D Indoor Semantic Segmentation

Yanhua Cheng, Rui Cai, Zhiwei Li, Xin Zhao, Kaiqi Huang

Learning Cross-Modal Embeddings for Cooking Recipes and Food Images

Amaia Salvador, Nicholas Hynes, Yusuf Aytar, Javier Marín, Ferda Ofli

Video Segmentation via Multiple Granularity Analysis

Rui Yang, Bingbing Ni, Chao Ma, Yi Xu, Xiaokang Yang

Richer Convolutional Features for Edge Detection

Yun Liu, Ming-Ming Cheng, Xiaowei Hu, Kai Wang, Xiang Bai

One-Shot Metric Learning for Person Re-Identification

Slawomir Bak, Peter Carr

The Surfacing of Multiview 3D Drawings via Lofting and Occlusion Reasoning

Anil Usumezbas, Ricardo Fabbri, Benjamin B. Kimia

Deep Image Matting

Ning Xu, Brian Price, Scott Cohen, Thomas Huang

CATS: A Color and Thermal Stereo Benchmark

Wayne Treible, Philip Saponaro, Scott Sorensen, Abhishek Kolagunda, Michael O'Neal

The Incremental Multiresolution Matrix Factorization Algorithm

Vamsi K. Ithapu, Risi Kondor, Sterling C. Johnson, Vikas Singh

Efficient Global Point Cloud Alignment Using Bayesian Nonparametric Mixtures

Julian Straub, Trevor Campbell, Jonathan P. How, John W. Fisher III

Subspace Clustering via Variance Regularized Ridge Regression

Chong Peng, Zhao Kang, Qiang Cheng

Kernel Pooling for Convolutional Neural Networks

Yin Cui, Feng Zhou, Jiang Wang, Xiao Liu, Yuanqing Lin

SST: Single-Stream Temporal Action Proposals

Shyamal Buch, Victor Escorcia, Chuanqi Shen, Bernard Ghanem, Juan Carlos Niebles

CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Li Fei-fei, C. Lawrence Zitnick

On Human Motion Prediction Using Recurrent Neural Networks

Julieta Martinez, Michael J. Black, Javier Romero

Pyramid Scene Parsing Network

Hengshuang Zhao, Jianping Shi, Xiaojuan Qi, Xiaogang Wang, Jiaya Jia

Semantic Regularisation for Recurrent Image Annotation

Feng Liu, Tao Xiang, Timothy M. Hospedales, Wankou Yang, Changyin Sun

Deep Sketch Hashing: Fast Free-Hand Sketch-Based Image Retrieval

Li Liu, Fumin Shen, Yuming Shen, Xianglong Liu, Ling Shao

Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild

Shan Li, Weihong Deng, Junping Du

Multiple Instance Detection Network With Online Instance Classifier Refinement

Peng Tang, Xinggang Wang, Xiang Bai, Wenyu Liu

Zero-Shot Action Recognition With Error-Correcting Output Codes

Jie Qin, Li Liu, Ling Shao, Fumin Shen, Bingbing Ni

3D Human Pose Estimation From a Single Image via Distance Matrix Regression

Francesc Moreno-Noguer

Accurate Depth and Normal Maps From Occlusion-Aware Focal Stack Symmetry

Michael Strecke, Anna Alperovich, Bastian Goldluecke

End-To-End Representation Learning for Correlation Filter Based Tracking

Jack Valmadre, Luca Bertinetto, João Henriques, Andrea Vedaldi, Philip H. S. Torr

Weakly Supervised Affordance Detection

Johann Sawatzky, Abhilash Srikantha, Juergen Gall

The Misty Three Point Algorithm for Relative Pose

Tobias Palmer, Kalle Åström, Jan-Michael Frahm

Object-Aware Dense Semantic Correspondence

Fan Yang, Xin Li, Hong Cheng, Jianping Li, Leiting Chen

Joint Registration and Representation Learning for Unconstrained Face Identification

Munawar Hayat, Salman H. Khan, Naoufel Werghi, Roland Goecke

TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering

Yunseok Jang, Yale Song, Youngjae Yu, Youngjin Kim, Gunhee Kim

Fried Binary Embedding for High-Dimensional Visual Features

Weixiang Hong, Junsong Yuan, Sreyasee Das Bhattacharjee

Depth From Defocus in the Wild

Huixuan Tang, Scott Cohen, Brian Price, Stephen Schiller, Kiriakos N. Kutulakos

G2DeNet: Global Gaussian Distribution Embedding Network and Its Application to Visual Recognition

Qilong Wang, Peihua Li, Lei Zhang

Multi-Attention Network for One Shot Learning

Peng Wang, Lingqiao Liu, Chunhua Shen, Zi Huang, Anton van den Hengel

Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning

Sangdoo Yun, Jongwon Choi, YoungJoon Yoo, Kimin Yun, Jin Young Choi