CVPR 2017

783 papers

Lean Crowdsourcing: Combining Humans and Machines in an Online System

Steve Branson, Grant Van Horn, Pietro Perona

Awesome Typography: Statistics-Based Text Effects Transfer

Shuai Yang, Jiaying Liu, Zhouhui Lian, Zongming Guo

AGA: Attribute-Guided Augmentation

Mandar Dixit, Roland Kwitt, Marc Niethammer, Nuno Vasconcelos

Low-Rank-Sparse Subspace Representation for Robust Regression

Yongqiang Zhang, Daming Shi, Junbin Gao, Dansong Cheng

A Dataset for Benchmarking Image-Based Localization

Xun Sun, Yuanfan Xie, Pei Luo, Liang Wang

Adaptive Class Preserving Representation for Image Classification

Jian-Xun Mi, Qiankun Fu, Weisheng Li

Fast Haze Removal for Nighttime Image Using Maximum Reflectance Prior

Jing Zhang, Yang Cao, Shuai Fang, Yu Kang, Chang Wen Chen

Exploiting Symmetry and/or Manhattan Properties for 3D Object Structure Estimation From Single and Multiple Images

Yuan Gao, Alan L. Yuille

Generative Hierarchical Learning of Sparse FRAME Models

Jianwen Xie, Yifei Xu, Erik Nijkamp, Ying Nian Wu, Song-chun Zhu

Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation

Zheng Xu, Mario A. T. Figueiredo, Xiaoming Yuan, Christoph Studer, Tom Goldstein

Cross-Modality Binary Code Learning via Fusion Similarity Hashing

Hong Liu, Rongrong Ji, Yongjian Wu, Feiyue Huang, Baochang Zhang

On Compressing Deep Models by Low Rank and Sparse Decomposition

Xiyu Yu, Tongliang Liu, Xinchao Wang, Dacheng Tao

Recurrent Convolutional Neural Networks for Continuous Sign Language Recognition by Staged Optimization

Runpeng Cui, Hu Liu, Changshui Zhang

FASON: First and Second Order Information Fusion Network for Texture Recognition

Xiyang Dai, Joe Yue-Hei Ng, Larry S. Davis

Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally

Zongwei Zhou, Jae Shin, Lei Zhang, Suryakanth Gurudu, Michael Gotway

Global Optimality in Neural Network Training

Benjamin D. Haeffele, René Vidal

Weakly Supervised Semantic Segmentation Using Web-Crawled Videos

Seunghoon Hong, Donghun Yeo, Suha Kwak, Honglak Lee, Bohyung Han

Deep Outdoor Illumination Estimation

Yannick Hold-Geoffroy, Kalyan Sunkavalli, Sunil Hadap, Emiliano Gambaretto, Jean-Francois Lalonde

Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors

Jonathan Huang, Vivek Rathod, Chen Sun, Menglong Zhu, Anoop Korattikara

Newton-Type Methods for Inference in Higher-Order Markov Random Fields

Hariprasad Kannan, Nikos Komodakis, Nikos Paragios

Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields

Zhe Cao, Tomas Simon, Shih-En Wei, Yaser Sheikh

A Joint Speaker-Listener-Reinforcer Model for Referring Expressions

Licheng Yu, Hao Tan, Mohit Bansal, Tamara L. Berg

Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition

Yufei Wang, Zhe Lin, Xiaohui Shen, Scott Cohen, Garrison W. Cottrell

YOLO9000: Better, Faster, Stronger

Joseph Redmon, Ali Farhadi

Modeling Sub-Event Dynamics in First-Person Action Recognition

Hasan F. M. Zaki, Faisal Shafait, Ajmal Mian

A Low Power, Fully Event-Based Gesture Recognition System

Arnon Amir, Brian Taba, David Berg, Timothy Melano, Jeffrey McKinstry

WSISA: Making Survival Prediction From Whole Slide Histopathological Images

Xinliang Zhu, Jiawen Yao, Feiyun Zhu, Junzhou Huang

An Efficient Algebraic Solution to the Perspective-Three-Point Problem

Tong Ke, Stergios I. Roumeliotis

The Geometry of First-Returning Photons for Non-Line-Of-Sight Imaging

Chia-Yin Tsai, Kiriakos N. Kutulakos, Srinivasa G. Narasimhan, Aswin C. Sankaranarayanan

Top-Down Visual Saliency Guided by Captions

Vasili Ramanishka, Abir Das, Jianming Zhang, Kate Saenko

Commonly Uncommon: Semantic Sparsity in Situation Recognition

Mark Yatskar, Vicente Ordonez, Luke Zettlemoyer, Ali Farhadi

The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives

Mohit Iyyer, Varun Manjunatha, Anupam Guha, Yogarshi Vyas, Jordan Boyd-Graber

An Efficient Background Term for 3D Reconstruction and Tracking With Smooth Surface Models

Mariano Jaimez, Thomas J. Cashman, Andrew Fitzgibbon, Javier Gonzalez-Jimenez, Daniel Cremers

Adversarial Discriminative Domain Adaptation

Eric Tzeng, Judy Hoffman, Kate Saenko, Trevor Darrell

Learning Random-Walk Label Propagation for Weakly-Supervised Semantic Segmentation

Paul Vernaza, Manmohan Chandraker

Learning Detection With Diverse Proposals

Samaneh Azadi, Jiashi Feng, Trevor Darrell

Zero-Shot Classification With Discriminative Semantic Representation Learning

Meng Ye, Yuhong Guo

Deep Unsupervised Similarity Learning Using Partially Ordered Sets

Miguel A. Bautista, Artsiom Sanakoyeu, Bjorn Ommer

LCNN: Lookup-Based Convolutional Neural Network

Hessam Bagherinezhad, Mohammad Rastegari, Ali Farhadi

Zero Shot Learning via Multi-Scale Manifold Regularization

Shay Deutsch, Soheil Kolouri, Kyungnam Kim, Yuri Owechko, Stefano Soatto

Comprehension-Guided Referring Expressions

Ruotian Luo, Gregory Shakhnarovich

Synthesizing Dynamic Patterns by Spatial-Temporal Generative ConvNet

Jianwen Xie, Song-chun Zhu, Ying Nian Wu

Collaborative Summarization of Topic-Related Videos

Rameswar Panda, Amit K. Roy-Chowdhury

3D Bounding Box Estimation Using Deep Learning and Geometry

Arsalan Mousavian, Dragomir Anguelov, John Flynn, Jana Kosecka

Deep Feature Interpolation for Image Content Changes

Paul Upchurch, Jacob Gardner, Geoff Pleiss, Robert Pless, Noah Snavely

Unsupervised Adaptive Re-Identification in Open World Dynamic Camera Networks

Rameswar Panda, Amran Bhuiyan, Vittorio Murino, Amit K. Roy-Chowdhury

Level Playing Field for Million Scale Face Recognition

Aaron Nech, Ira Kemelmacher-Shlizerman

3D Human Pose Estimation = 2D Pose Estimation + Matching

Ching-Hang Chen, Deva Ramanan

Coarse-To-Fine Volumetric Prediction for Single-Image 3D Human Pose

Georgios Pavlakos, Xiaowei Zhou, Konstantinos G. Derpanis, Kostas Daniilidis

Self-Critical Sequence Training for Image Captioning

Steven J. Rennie, Etienne Marcheret, Youssef Mroueh, Jerret Ross, Vaibhava Goel

Shading Annotations in the Wild

Balazs Kovacs, Sean Bell, Noah Snavely, Kavita Bala

Harvesting Multiple Views for Marker-Less 3D Human Pose Annotations

Georgios Pavlakos, Xiaowei Zhou, Konstantinos G. Derpanis, Kostas Daniilidis

Discovering Causal Signals in Images

David Lopez-paz, Robert Nishihara, Soumith Chintala, Bernhard Schölkopf, Léon Bottou

Matting and Depth Recovery of Thin Structures Using a Focal Stack

Chao Liu, Srinivasa G. Narasimhan, Artur W. Dubrawski

Bidirectional Beam Search: Forward-Backward Inference in Neural Sequence Models for Fill-In-The-Blank Image Captioning

Qing Sun, Stefan Lee, Dhruv Batra

Deep Network Flow for Multi-Object Tracking

Samuel Schulter, Paul Vernaza, Wongun Choi, Manmohan Chandraker

Improving Facial Attribute Prediction Using Semantic Segmentation

Mahdi M. Kalayeh, Boqing Gong, Mubarak Shah

A Reinforcement Learning Approach to the View Planning Problem

Mustafa Devrim Kaba, Mustafa Gokhan Uzunbas, Ser Nam Lim

Improved Texture Networks: Maximizing Quality and Diversity in Feed-Forward Stylization and Texture Synthesis

Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky

Deep Semantic Feature Matching

Nikolai Ufer, Bjorn Ommer

Making the v in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering

Yash Goyal, Tejas Khot, Douglas Summers-Stay, Dhruv Batra, Devi Parikh

Interspecies Knowledge Transfer for Facial Keypoint Detection

Maheen Rashid, Xiuye Gu, Yong Jae Lee

A Dataset and Exploration of Models for Understanding Video Data Through Fill-In-The-Blank Question-Answering

Tegan Maharaj, Nicolas Ballas, Anna Rohrbach, Aaron Courville, Christopher Pal

Colorization as a Proxy Task for Visual Understanding

Gustav Larsson, Michael Maire, Gregory Shakhnarovich

Hard Mixtures of Experts for Large Scale Weakly Supervised Vision

Sam Gross, Marc'aurelio Ranzato, arthur szlam

VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization

Ronald Clark, Sen Wang, Andrew Markham, Niki Trigoni, Hongkai Wen

Non-Uniform Subset Selection for Active Learning in Structured Data

Sujoy Paul, Jawadul H. Bappy, Amit K. Roy-Chowdhury

Learning Diverse Image Colorization

Aditya Deshpande, Jiajun Lu, Mao-Chuang Yeh, Min Jin Chong, David Forsyth

Temporal Action Co-Segmentation in 3D Motion Capture Data and Videos

Konstantinos Papoutsakis, Costas Panagiotakis, Antonis A. Argyros

Learning Discriminative and Transformation Covariant Local Feature Detectors

Xu Zhang, Felix X. Yu, Svebor Karaman, Shih-fu Chang

Deep Learning Human Mind for Automated Visual Classification

Concetto Spampinato, Simone Palazzo, Isaak Kavasidis, Daniela Giordano, Nasim Souly

DenseReg: Fully Convolutional Dense Shape Regression In-The-Wild

Riza Alp Guler, George Trigeorgis, Epameinondas Antonakos, Patrick Snape, Stefanos Zafeiriou

Reflectance Adaptive Filtering Improves Intrinsic Image Estimation

Thomas Nestmeyer, Peter V. Gehler

DOPE: Distributed Optimization for Pairwise Energies

Jose Dolz, Ismail Ben Ayed, Christian Desrosiers

Joint Multi-Person Pose Estimation and Semantic Part Segmentation

Fangting Xia, Peng Wang, Xianjie Chen, Alan L. Yuille

Deep Quantization: Encoding Convolutional Activations With Deep Generative Model

Zhaofan Qiu, Ting Yao, Tao Mei

Why You Should Forget Luminance Conversion and Do Something Better

Rang M. H. Nguyen, Michael S. Brown

Multiple-Scattering Microphysics Tomography

Aviad Levis, Yoav Y. Schechner, Anthony B. Davis

Temporal Attention-Gated Model for Robust Sequence Classification

Wenjie Pei, Tadas Baltrusaitis, David M.J. Tax, Louis-Philippe Morency

High-Resolution Image Inpainting Using Multi-Scale Neural Patch Synthesis

Chao Yang, Xin Lu, Zhe Lin, Eli Shechtman, Oliver Wang

MuCaLe-Net: Multi Categorical-Level Networks to Generate More Discriminating Features

Youssef Tamaazousti, Herve Le Borgne, Celine Hudelot

PoseAgent: Budget-Constrained 6D Object Pose Estimation via Reinforcement Learning

Alexander Krull, Eric Brachmann, Sebastian Nowozin, Frank Michel, Jamie Shotton

Group-Wise Point-Set Registration Based on Renyi's Second Order Entropy

Luis G. Sanchez Giraldo, Erion Hasanbelliu, Murali Rao, José C. Príncipe

DSAC - Differentiable RANSAC for Camera Localization

Eric Brachmann, Alexander Krull, Sebastian Nowozin, Jamie Shotton, Frank Michel

Fast Boosting Based Detection Using Scale Invariant Multimodal Multiresolution Filtered Features

Arthur Daniel Costea, Robert Varga, Sergiu Nedevschi

Multigrid Neural Architectures

Tsung-Wei Ke, Michael Maire, Stella X. Yu

End-To-End Instance Segmentation With Recurrent Attention

Mengye Ren, Richard S. Zemel

Semi-Supervised Deep Learning for Monocular Depth Map Prediction

Yevhen Kuznietsov, Jorg Stuckler, Bastian Leibe

ECO: Efficient Convolution Operators for Tracking

Martin Danelljan, Goutam Bhat, Fahad Shahbaz Khan, Michael Felsberg

Not Afraid of the Dark: NIR-VIS Face Recognition via Cross-Spectral Hallucination and Low-Rank Embedding

José Lezama, Qiang Qiu, Guillermo Sapiro

Simultaneous Feature Aggregating and Hashing for Large-Scale Image Search

Thanh-Toan Do, Dang-Khoa Le Tan, Trung T. Pham, Ngai-Man Cheung

Non-Local Deep Features for Salient Object Detection

Zhiming Luo, Akshaya Mishra, Andrew Achkar, Justin Eichel, Shaozi Li

Fast 3D Reconstruction of Faces With Glasses

Fabio Maninchedda, Martin R. Oswald, Marc Pollefeys

Beyond Instance-Level Image Retrieval: Leveraging Captions to Learn a Global Visual Representation for Semantic Retrieval

Albert Gordo, Diane Larlus

Incorporating Copying Mechanism in Image Captioning for Learning Novel Objects

Ting Yao, Yingwei Pan, Yehao Li, Tao Mei

Variational Bayesian Multiple Instance Learning With Gaussian Processes

Manuel Haussmann, Fred A. Hamprecht, Melih Kandemir

FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence

Seungryong Kim, Dongbo Min, Bumsub Ham, Sangryul Jeon, Stephen Lin

Straight to Shapes: Real-Time Detection of Encoded Shapes

Saumya Jetley, Michael Sapienza, Stuart Golodetz, Philip H. S. Torr

Network Dissection: Quantifying Interpretability of Deep Visual Representations

David Bau, Bolei Zhou, Aditya Khosla, Aude Oliva, Antonio Torralba

Soft-Margin Mixture of Regressions

Dong Huang, Longfei Han, Fernando De la Torre