CVPR 2017

783 papers

Real-Time Neural Style Transfer for Videos

Haozhi Huang, Hao Wang, Wenhan Luo, Lin Ma, Wenhao Jiang

Forecasting Interactive Dynamics of Pedestrians With Fictitious Play

Wei-Chiu Ma, De-An Huang, Namhoon Lee, Kris M. Kitani

Differential Angular Imaging for Material Recognition

Jia Xue, Hang Zhang, Kristin Dana, Ko Nishino

Weakly Supervised Action Learning With RNN Based Fine-To-Coarse Modeling

Alexander Richard, Hilde Kuehne, Juergen Gall

Real-Time 3D Model Tracking in Color and Depth on a Single CPU Core

Wadim Kehl, Federico Tombari, Slobodan Ilic, Nassir Navab

AMVH: Asymmetric Multi-Valued Hashing

Cheng Da, Shibiao Xu, Kun Ding, GAOFENG MENG, SHIMING XIANG

Object Detection in Videos With Tubelet Proposal Networks

Kai Kang, hongsheng Li, Tong Xiao, Wanli Ouyang, Junjie Yan

PolyNet: A Pursuit of Structural Diversity in Very Deep Networks

Xingcheng Zhang, Zhizhong Li, Chen Change Loy, Dahua Lin

Deep TEN: Texture Encoding Network

Hang Zhang, Jia Xue, Kristin Dana

Neural Scene De-Rendering

Jiajun Wu, Joshua B. Tenenbaum, Pushmeet Kohli

Attention-Aware Face Hallucination via Deep Reinforcement Learning

Qingxing Cao, Liang Lin, Yukai Shi, Xiaodan Liang, Guanbin Li

Crossing Nets: Combining GANs and VAEs With a Shared Latent Space for Hand Pose Estimation

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

Video Frame Interpolation via Adaptive Convolution

Simon Niklaus, Long Mai, Feng Liu

L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space

Yurun Tian, Bin Fan, Fuchao Wu

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

Charles R. Qi, Hao Su, Kaichun Mo, Leonidas J. Guibas

WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation

Thibaut Durand, Taylor Mordan, Nicolas Thome, Matthieu Cord

Scene Parsing Through ADE20K Dataset

Bolei Zhou, Hang Zhao, Xavier Puig, Sanja Fidler, Adela Barriuso

Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution

Wei-Sheng Lai, Jia-Bin Huang, Narendra Ahuja, Ming-Hsuan Yang

Automatic Discovery, Association Estimation and Learning of Semantic Attributes for a Thousand Categories

Ziad Al-Halah, Rainer Stiefelhagen

A Point Set Generation Network for 3D Object Reconstruction From a Single Image

Haoqiang Fan, Hao Su, Leonidas J. Guibas

Scene Flow to Action Map: A New Representation for RGB-D Based Action Recognition With Convolutional Neural Networks

Pichao WANG, Wanqing Li, Zhimin Gao, Yuyao Zhang, Chang Tang

Asynchronous Temporal Fields for Action Recognition

Gunnar A. Sigurdsson, Santosh Divvala, Ali Farhadi, Abhinav Gupta

Efficient Multiple Instance Metric Learning Using Weakly Supervised Data

Marc T. Law, Yaoliang Yu, Raquel Urtasun, Richard S. Zemel, Eric P. Xing

A Linear Extrinsic Calibration of Kaleidoscopic Imaging System From Single 3D Point

Kosuke Takahashi, Akihiro Miyata, Shohei Nobuhara, Takashi Matsuyama

Discriminative Bimodal Networks for Visual Localization and Detection With Natural Language Queries

Yuting Zhang, Luyao Yuan, Yijie Guo, Zhiyuan He, I-An Huang

Forecasting Human Dynamics From Static Images

Yu-Wei Chao, Jimei Yang, Brian Price, Scott Cohen, Jia Deng

IRINA: Iris Recognition (Even) in Inaccurately Segmented Data

Hugo Proenca, Joao C. Neves

Video Acceleration Magnification

Yichao Zhang, Silvia L. Pintea, Jan C. van Gemert

Oriented Response Networks

Yanzhao Zhou, Qixiang Ye, Qiang Qiu, Jianbin Jiao

Self-Learning Scene-Specific Pedestrian Detectors Using a Progressive Latent Model

Qixiang Ye, Tianliang Zhang, Wei Ke, Qiang Qiu, Jie Chen

Modeling Temporal Dynamics and Spatial Configurations of Actions Using Two-Stream Recurrent Neural Networks

Hongsong Wang, Liang Wang

Supervising Neural Attention Models for Video Captioning by Human Gaze Data

Youngjae Yu, Jongwook Choi, Yeonhwa Kim, Kyung Yoo, Sang-Hun Lee

Robust Interpolation of Correspondences for Large Displacement Optical Flow

Yinlin Hu, Yunsong Li, Rui Song

Dilated Residual Networks

Fisher Yu, Vladlen Koltun, Thomas Funkhouser

Global Hypothesis Generation for 6D Object Pose Estimation

Frank Michel, Alexander Kirillov, Eric Brachmann, Alexander Krull, Stefan Gumhold

Video Propagation Networks

Varun Jampani, Raghudeep Gadde, Peter V. Gehler

Pixelwise Instance Segmentation With a Dynamically Instantiated Network

Anurag Arnab, Philip H. S. Torr

Transition Forests: Learning Discriminative Temporal Transitions for Action Recognition and Detection

Guillermo Garcia-Hernando, Tae-kyun Kim

Semantically Coherent Co-Segmentation and Reconstruction of Dynamic Scenes

Armin Mustafa, Adrian Hilton

Surveillance Video Parsing With Single Frame Supervision

Si Liu, Changhu Wang, Ruihe Qian, Han Yu, Renda Bao

Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-Identification

Weihua Chen, Xiaotang Chen, Jianguo Zhang, Kaiqi Huang

Turning an Urban Scene Video Into a Cinemagraph

Hang Yan, Yebin Liu, Yasutaka Furukawa

Learning Deep Context-Aware Features Over Body and Latent Parts for Person Re-Identification

Dangwei Li, Xiaotang Chen, Zhang Zhang, Kaiqi Huang

Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning

Jiasen Lu, Caiming Xiong, Devi Parikh, Richard Socher

Low-Rank Bilinear Pooling for Fine-Grained Classification

Shu Kong, Charless Fowlkes

Multi-Way Multi-Level Kernel Modeling for Neuroimaging Classification

Lifang He, Chun-Ta Lu, Hao Ding, Shen Wang, Linlin Shen

Mining Object Parts From CNNs via Active Question-Answering

Quanshi Zhang, Ruiming Cao, Ying Nian Wu, Song-chun Zhu

DESIRE: Distant Future Prediction in Dynamic Scenes With Interacting Agents

Namhoon Lee, Wongun Choi, Paul Vernaza, Christopher B. Choy, Philip H. S. Torr

Visual Dialog

Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav

A Hierarchical Approach for Generating Descriptive Image Paragraphs

Jonathan Krause, Justin Johnson, Ranjay Krishna, Li Fei-fei

Exploiting 2D Floorplan for Building-Scale Panorama RGBD Alignment

Erik Wijmans, Yasutaka Furukawa

Dual Attention Networks for Multimodal Reasoning and Matching

Hyeonseob Nam, Jung-Woo Ha, Jeonghee Kim

Deep Reinforcement Learning-Based Image Captioning With Embedding Reward

Zhou Ren, Xiaoyu Wang, Ning Zhang, Xutao Lv, Li-jia Li

Compact Matrix Factorization With Dependent Subspaces

Viktor Larsson, Carl Olsson

Unsupervised Monocular Depth Estimation With Left-Right Consistency

Clement Godard, Oisin Mac Aodha, Gabriel J. Brostow

Polyhedral Conic Classifiers for Visual Object Detection and Classification

Hakan Cevikalp, Bill Triggs

Context-Aware Captions From Context-Agnostic Supervision

Ramakrishna Vedantam, Samy Bengio, Kevin Murphy, Devi Parikh, Gal Chechik

What's in a Question: Using Visual Questions as a Form of Supervision

Siddha Ganju, Olga Russakovsky, Abhinav Gupta

SGM-Nets: Semi-Global Matching With Neural Networks

Akihito Seki, Marc Pollefeys

One-Shot Video Object Segmentation

Sergi Caelles, Kevis-kokitsi Maninis, Jordi Pont-Tuset, Laura Leal-Taixé, Daniel Cremers

SphereFace: Deep Hypersphere Embedding for Face Recognition

Weiyang Liu, Yandong Wen, Zhiding Yu, Ming Li, Bhiksha Raj

Unsupervised Video Summarization With Adversarial LSTM Networks

Behrooz Mahasseni, Michael Lam, Sinisa Todorovic

Generating Holistic 3D Scene Abstractions for Text-Based Image Retrieval

Ang Li, Jin Sun, Joe Yue-Hei Ng, Ruichi Yu, Vlad I. Morariu

Surface Motion Capture Transfer With Gaussian Process Regression

Adnane Boukhayma, Jean-Sebastien Franco, Edmond Boyer

Template Matching With Deformable Diversity Similarity

Itamar Talmi, Roey Mechrez, Lihi Zelnik-Manor

DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data

Swaminathan Gurumurthy, Ravi Kiran Sarvadevabhatla, R. Venkatesh Babu

Temporal Convolutional Networks for Action Segmentation and Detection

Colin Lea, Michael D. Flynn, René Vidal, Austin Reiter, Gregory D. Hager

Binary Coding for Partial Action Analysis With Limited Observation Ratios

Jie Qin, Li Liu, Ling Shao, Bingbing Ni, Chen Chen

Learning to Detect Salient Objects With Image-Level Supervision

Lijun Wang, Huchuan Lu, Yifan Wang, Mengyang Feng, Dong Wang

Revisiting the Variable Projection Method for Separable Nonlinear Least Squares Problems

Je Hyeong Hong, Christopher Zach, Andrew Fitzgibbon

Correlational Gaussian Processes for Cross-Domain Visual Recognition

Chengjiang Long, Gang Hua

Learning From Synthetic Humans

Gül Varol, Javier Romero, Xavier Martin, Naureen Mahmood, Michael J. Black

A Non-Convex Variational Approach to Photometric Stereo Under Inaccurate Lighting

Yvain Queau, Tao Wu, Francois Lauze, Jean-Denis Durou, Daniel Cremers

Learning by Association -- A Versatile Semi-Supervised Training Method for Neural Networks

Philip Haeusser, Alexander Mordvintsev, Daniel Cremers

Material Classification Using Frequency- and Depth-Dependent Time-Of-Flight Distortion

Kenichiro Tanaka, Yasuhiro Mukaigawa, Takuya Funatomi, Hiroyuki Kubo, Yasuyuki Matsushita

Position Tracking for Virtual Reality Using Commodity WiFi

Manikanta Kotaru, Sachin Katti

Towards a Quality Metric for Dense Light Fields

Vamsi Kiran Adhikarla, Marek Vinkler, Denis Sumin, Rafal K. Mantiuk, Karol Myszkowski

3D Face Morphable Models "In-The-Wild"

James Booth, Epameinondas Antonakos, Stylianos Ploumpis, George Trigeorgis, Yannis Panagakis

Face Normals "In-The-Wild" Using Fully Convolutional Networks

George Trigeorgis, Patrick Snape, Iasonas Kokkinos, Stefanos Zafeiriou

Designing Effective Inter-Pixel Information Flow for Natural Image Matting

Yagiz Aksoy, Tunc Ozan Aydin, Marc Pollefeys

Local Binary Convolutional Neural Networks

Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides

Physics Inspired Optimization on Semantic Transfer Features: An Alternative Method for Room Layout Estimation

Hao Zhao, Ming Lu, Anbang Yao, Yiwen Guo, Yurong Chen

Graph-Structured Representations for Visual Question Answering

Damien Teney, Lingqiao Liu, Anton van den Hengel