CVPR 2017

783 papers

Learning Features by Watching Objects Move

Deepak Pathak, Ross Girshick, Piotr Dollár, Trevor Darrell, Bharath Hariharan

UltraStereo: Efficient Learning-Based Matching for Active Stereo Systems

Sean Ryan Fanello, Julien Valentin, Christoph Rhemann, Adarsh Kowdle, Vladimir Tankovich

Detecting Masked Faces in the Wild With LLE-CNNs

Shiming Ge, Jia Li, Qiting Ye, Zhao Luo

The More You Know: Using Knowledge Graphs for Image Classification

Kenneth Marino, Ruslan Salakhutdinov, Abhinav Gupta

Learning Video Object Segmentation From Static Images

Federico Perazzi, Anna Khoreva, Rodrigo Benenson, Bernt Schiele, Alexander Sorkine-Hornung

Bidirectional Multirate Reconstruction for Temporal Modeling in Videos

Linchao Zhu, Zhongwen Xu, Yi Yang

AMC: Attention guided Multi-modal Correlation Learning for Image Search

Kan Chen, Trung Bui, Chen Fang, Zhaowen Wang, Ram Nevatia

Learning Shape Abstractions by Assembling Volumetric Primitives

Shubham Tulsiani, Hao Su, Leonidas J. Guibas, Alexei A. Efros, Jitendra Malik

Multi-View Supervision for Single-View Reconstruction via Differentiable Ray Consistency

Shubham Tulsiani, Tinghui Zhou, Alexei A. Efros, Jitendra Malik

Cognitive Mapping and Planning for Visual Navigation

Saurabh Gupta, James Davidson, Sergey Levine, Rahul Sukthankar, Jitendra Malik

A-Fast-RCNN: Hard Positive Generation via Adversary for Object Detection

Xiaolong Wang, Abhinav Shrivastava, Abhinav Gupta

Binge Watching: Scaling Affordance Learning From Sitcoms

Xiaolong Wang, Rohit Girdhar, Abhinav Gupta

Adversarially Tuned Scene Generation

VSR Veeravasarapu, Constantin Rothkopf, Ramesh Visvanathan

Factorized Variational Autoencoders for Modeling Audience Reactions to Movies

Zhiwei Deng, Rajitha Navarathna, Peter Carr, Stephan Mandt, Yisong Yue

Inverse Compositional Spatial Transformer Networks

Chen-Hsuan Lin, Simon Lucey

Diverse Image Annotation

Baoyuan Wu, Fan Jia, Wei Liu, Bernard Ghanem

Detecting Oriented Text in Natural Images by Linking Segments

Baoguang Shi, Xiang Bai, Serge Belongie

Riemannian Nonlinear Mixed Effects Models: Analyzing Longitudinal Deformations in Neuroimaging

Hyunwoo J. Kim, Nagesh Adluru, Heemanshu Suri, Baba C. Vemuri, Sterling C. Johnson

Scalable Person Re-Identification on Supervised Smoothed Manifold

Song Bai, Xiang Bai, Qi Tian

Fine-Grained Recognition as HSnet Search for Informative Image Parts

Michael Lam, Behrooz Mahasseni, Sinisa Todorovic

Attentional Push: A Deep Convolutional Network for Augmenting Image Salience With Shared Attention Modeling in Social Scenes

Siavash Gorji, James J. Clark

Lifting From the Deep: Convolutional 3D Pose Estimation From a Single Image

Denis Tome, Chris Russell, Lourdes Agapito

Additive Component Analysis

Calvin Murdock, Fernando De la Torre

Dynamic Attention-Controlled Cascaded Shape Regression Exploiting Training Data Augmentation and Fuzzy-Set Sample Weighting

Zhen-Hua Feng, Josef Kittler, William Christmas, Patrik Huber, Xiao-Jun Wu

Growing a Brain: Fine-Tuning by Increasing Model Capacity

Yu-Xiong Wang, Deva Ramanan, Martial Hebert

FlowNet 2.0: Evolution of Optical Flow Estimation With Deep Networks

Eddy Ilg, Nikolaus Mayer, Tonmoy Saikia, Margret Keuper, Alexey Dosovitskiy

Learning to Predict Stereo Reliability Enforcing Local Consistency of Confidence Maps

Matteo Poggi, Stefano Mattoccia

Contour-Constrained Superpixels for Image and Video Processing

Se-Ho Lee, Won-Dong Jang, Chang-Su Kim

Learning Adaptive Receptive Fields for Deep Image Parsing Network

Zhen Wei, Yao Sun, Jinqiao Wang, Hanjiang Lai, Si Liu

HOPE: Hierarchical Object Prototype Encoding for Efficient Object Instance Search in Videos

Tan Yu, Yuwei Wu, Junsong Yuan

Semantic Multi-View Stereo: Jointly Estimating Objects and Voxels

Ali Osman Ulusoy, Michael J. Black, Andreas Geiger

Direct Photometric Alignment by Mesh Deformation

Kaimo Lin, Nianjuan Jiang, Shuaicheng Liu, Loong-Fah Cheong, Minh Do

Kernel Square-Loss Exemplar Machines for Image Retrieval

Rafael S. Rezende, Joaquin Zepeda, Jean Ponce, Francis Bach, Patrick Pérez

Instance-Level Salient Object Segmentation

Guanbin Li, Yuan Xie, Liang Lin, Yizhou Yu

Asymmetric Feature Maps With Application to Sketch Based Retrieval

Giorgos Tolias, Ondřej Chum

Truncated Max-Of-Convex Models

Pankaj Pansari, M. Pawan Kumar

Fully Convolutional Instance-Aware Semantic Segmentation

Yi Li, Haozhi Qi, Jifeng Dai, Xiangyang Ji, Yichen Wei

Deep Feature Flow for Video Recognition

Xizhou Zhu, Yuwen Xiong, Jifeng Dai, Lu Yuan, Yichen Wei

End-To-End Training of Hybrid CNN-CRF Models for Stereo

Patrick Knobelreiter, Christian Reinbacher, Alexander Shekhovtsov, Thomas Pock

Deep Temporal Linear Encoding Networks

Ali Diba, Vivek Sharma, Luc Van Gool

From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur

Dong Gong, jie Yang, Lingqiao Liu, Yanning Zhang, Ian Reid

Instance-Aware Image and Sentence Matching With Selective Multimodal LSTM

Yan Huang, Wei Wang, Liang Wang

Deep Level Sets for Salient Object Detection

Ping Hu, Bing Shuai, Jun Liu, Gang Wang

Unrolling the Shutter: CNN to Correct Motion Distortions

Vijay Rengarajan, Yogesh Balaji, A. N. Rajagopalan

SyncSpecCNN: Synchronized Spectral CNN for 3D Shape Segmentation

Li Yi, Hao Su, Xingwen Guo, Leonidas J. Guibas

Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation

Hongliang Yan, Yukang Ding, Peihua Li, Qilong Wang, Yong Xu

Outlier-Robust Tensor PCA

Pan Zhou, Jiashi Feng

ER3: A Unified Framework for Event Retrieval, Recognition and Recounting

Zhanning Gao, Gang Hua, Dongqing Zhang, Nebojsa Jojic, Le Wang

Expecting the Unexpected: Training Detectors for Unusual Pedestrians With Adversarial Imposters

Shiyu Huang, Deva Ramanan

ShapeOdds: Variational Bayesian Learning of Generative Shape Models

Shireen Elhabian, Ross Whitaker

Agent-Centric Risk Assessment: Accident Anticipation and Risky Region Localization

Kuo-Hao Zeng, Shih-Han Chou, Fu-Hsiang Chan, Juan Carlos Niebles, Min Sun

CLKN: Cascaded Lucas-Kanade Networks for Image Alignment

Che-Han Chang, Chun-Nan Chou, Edward Y. Chang

Unsupervised Learning of Long-Term Motion Dynamics for Videos

Zelun Luo, Boya Peng, De-An Huang, Alexandre Alahi, Li Fei-fei

Dense Captioning With Joint Inference and Visual Context

Linjie Yang, Kevin Tang, Jianchao Yang, Li-jia Li

Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos

De-An Huang, Joseph J. Lim, Li Fei-fei, Juan Carlos Niebles

End-To-End Learning of Driving Models From Large-Scale Video Datasets

Huazhe Xu, Yang Gao, Fisher Yu, Trevor Darrell

Designing Illuminant Spectral Power Distributions for Surface Classification

Henryk Blasinski, Joyce Farrell, Brian Wandell

Deep View Morphing

Dinghuang Ji, Junghyun Kwon, Max McFarland, Silvio Savarese

On the Effectiveness of Visible Watermarks

Tali Dekel, Michael Rubinstein, Ce Liu, William T. Freeman

Learned Contextual Feature Reweighting for Image Geo-Localization

Hyo Jin Kim, Enrique Dunn, Jan-Michael Frahm

Loss Max-Pooling for Semantic Image Segmentation

Samuel Rota Bulò, Gerhard Neuhold, Peter Kontschieder

Feature Pyramid Networks for Object Detection

Tsung-Yi Lin, Piotr Dollár, Ross Girshick, Kaiming He, Bharath Hariharan

Learning From Simulated and Unsupervised Images Through Adversarial Training

Ashish Shrivastava, Tomas Pfister, Oncel Tuzel, Joshua Susskind, Wenda Wang

ChestX-ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases

Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, Mohammadhadi Bagheri

S2F: Slow-To-Fast Interpolator Flow

Yanchao Yang, Stefano Soatto

Efficient Diffusion on Region Manifolds: Recovering Small Objects With Compact CNN Representations

Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Teddy Furon, Ondřej Chum

BIND: Binary Integrated Net Descriptors for Texture-Less Object Recognition

Jacob Chan, Jimmy Addison Lee, Qian Kemao

Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting

Mariano Tepper, Guillermo Sapiro

Low-Rank Embedded Ensemble Semantic Dictionary for Zero-Shot Learning

Zhengming Ding, Ming Shao, Yun Fu

Deep MANTA: A Coarse-To-Fine Many-Task Network for Joint 2D and 3D Vehicle Analysis From Monocular Image

Florian Chabot, Mohamed Chaouch, Jaonary Rabarisoa, Celine Teuliere, Thierry Chateau

MCMLSD: A Dynamic Programming Approach to Line Segment Detection

Emilio J. Almazan, Ron Tal, Yiming Qian, James H. Elder

Learning a Deep Embedding Model for Zero-Shot Learning

Li Zhang, Tao Xiang, Shaogang Gong

PoseTrack: Joint Multi-Person Pose Estimation and Tracking

Umar Iqbal, Anton Milan, Juergen Gall

iCaRL: Incremental Classifier and Representation Learning

Sylvestre-Alvise Rebuffi, Alexander Kolesnikov, Georg Sperl, Christoph H. Lampert

3D Convolutional Neural Networks for Efficient and Robust Hand Pose Estimation From Single Depth Images

Liuhao Ge, Hui Liang, Junsong Yuan, Daniel Thalmann

Analyzing Computer Vision Data - The Good, the Bad and the Ugly

Oliver Zendel, Katrin Honauer, Markus Murschitz, Martin Humenberger, Gustavo Fernandez Dominguez

Person Search With Natural Language Description

Shuang Li, Tong Xiao, hongsheng Li, Bolei Zhou, Dayu Yue

Deep Matching Prior Network: Toward Tighter Multi-Oriented Text Detection

Yuliang Liu, LianWen Jin

Semantic Segmentation via Structured Patch Prediction, Context CRF and Guidance CRF

Falong Shen, Rui Gan, Shuicheng Yan, Gang Zeng

Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach

Giorgio Patrini, Alessandro Rozza, Aditya Krishna Menon, Richard Nock, Lizhen Qu

General Models for Rational Cameras and the Case of Two-Slit Projections

Matthew Trager, Bernd Sturmfels, John Canny, Martial Hebert, Jean Ponce

RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation

Guosheng Lin, Anton Milan, Chunhua Shen, Ian Reid

Weakly Supervised Dense Video Captioning

Zhiqiang Shen, Jianguo Li, Zhou Su, Minjun Li, Yurong Chen

Multi-View 3D Object Detection Network for Autonomous Driving

Xiaozhi Chen, Huimin Ma, Ji Wan, Bo Li, Tian Xia

StyleBank: An Explicit Representation for Neural Image Style Transfer

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

An Exact Penalty Method for Locally Convergent Maximum Consensus

Huu Le, Tat-jun Chin, David Suter

Attend in Groups: A Weakly-Supervised Deep Learning Framework for Learning From Web Data

Bohan Zhuang, Lingqiao Liu, Yao Li, Chunhua Shen, Ian Reid

Jointly Learning Energy Expenditures and Activities Using Egocentric Multimodal Signals

Katsuyuki Nakamura, Serena Yeung, Alexandre Alahi, Li Fei-fei

Joint Geometrical and Statistical Alignment for Visual Domain Adaptation

Jing Zhang, Wanqing Li, Philip Ogunbona

Unsupervised Learning of Depth and Ego-Motion From Video

Tinghui Zhou, Matthew Brown, Noah Snavely, David G. Lowe

Action Unit Detection With Region Adaptation, Multi-Labeling Learning and Optimal Temporal Fusing

Wei Li, Farnaz Abtahi, Zhigang Zhu

Multi-Context Attention for Human Pose Estimation

Xiao Chu, Wei Yang, Wanli Ouyang, Cheng Ma, Alan L. Yuille

Quad-Networks: Unsupervised Learning to Rank for Interest Point Detection

Nikolay Savinov, Akihito Seki, Lubor Ladicky, Torsten Sattler, Marc Pollefeys

Superpixel-Based Tracking-By-Segmentation Using Markov Chains

Donghun Yeo, Jeany Son, Bohyung Han, Joon Hee Han

3DMatch: Learning Local Geometric Descriptors From RGB-D Reconstructions

Andy Zeng, Shuran Song, Matthias Niessner, Matthew Fisher, Jianxiong Xiao

From Red Wine to Red Tomato: Composition With Context

Ishan Misra, Abhinav Gupta, Martial Hebert

Online Summarization via Submodular and Convex Optimization

Ehsan Elhamifar, M. Clara De Paolis Kaluza

Saliency Revisited: Analysis of Mouse Movements Versus Fixations

Hamed R. Tavakoli, Fawad Ahmed, Ali Borji, Jorma Laaksonen

Universal Adversarial Perturbations

Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Omar Fawzi, Pascal Frossard

Fine-To-Coarse Global Registration of RGB-D Scans

Maciej Halber, Thomas Funkhouser