CVPR 2017

783 papers

Robust Energy Minimization for BRDF-Invariant Shape From Light Fields

Zhengqin Li, Zexiang Xu, Ravi Ramamoorthi, Manmohan Chandraker

Episodic CAMN: Contextual Attention-Based Memory Networks With Iterative Feedback for Scene Labeling

Abrar H. Abdulnabi, Bing Shuai, Stefan Winkler, Gang Wang

EAST: An Efficient and Accurate Scene Text Detector

Xinyu Zhou, Cong Yao, He Wen, Yuzhi Wang, Shuchang Zhou

Neural Face Editing With Intrinsic Image Disentangling

Zhixin Shu, Ersin Yumer, Sunil Hadap, Kalyan Sunkavalli, Eli Shechtman

Visual Translation Embedding Network for Visual Relation Detection

Hanwang Zhang, Zawlin Kyaw, Shih-fu Chang, Tat-Seng Chua

CERN: Confidence-Energy Recurrent Network for Group Activity Recognition

Tianmin Shu, Sinisa Todorovic, Song-chun Zhu

Learning Spatial Regularization With Image-Level Supervisions for Multi-Label Image Classification

Feng Zhu, hongsheng Li, Wanli Ouyang, Nenghai Yu, Xiaogang Wang

GuessWhat?! Visual Object Discovery Through Multi-Modal Dialogue

Harm de Vries, Florian Strub, Sarath Chandar, Olivier Pietquin, Hugo Larochelle

Unambiguous Text Localization and Retrieval for Cluttered Scenes

Xuejian Rong, Chucai Yi, YingLi Tian

Semantic Image Inpainting With Deep Generative Models

Raymond A. Yeh, Chen Chen, Teck Yian Lim, Alexander G. Schwing, Mark Hasegawa-Johnson

Spatio-Temporal Self-Organizing Map Deep Network for Dynamic Object Detection From Videos

Yang Du, chunfeng yuan, Bing Li, Weiming Hu, Stephen Maybank

Deep Supervision With Shape Concepts for Occlusion-Aware 3D Object Parsing

Chi Li, M. Zeeshan Zia, Quoc-Huy Tran, Xiang Yu, Gregory D. Hager

Weighted-Entropy-Based Quantization for Deep Neural Networks

Eunhyeok Park, Junwhan Ahn, Sungjoo Yoo

Deep Multimodal Representation Learning From Temporal Data

Xitong Yang, Palghat Ramesh, Radha Chitta, Sriganesh Madhvanath, Edgar A. Bernal

Reflection Removal Using Low-Rank Matrix Completion

Byeong-Ju Han, Jae-Young Sim

Indoor Scene Parsing With Instance Segmentation, Semantic Labeling and Support Relationship Inference

Wei Zhuo, Mathieu Salzmann, Xuming He, miaomiao Liu

Accurate Single Stage Detector Using Recurrent Rolling Convolution

Jimmy Ren, Xiaohao Chen, Jianbo Liu, Wenxiu Sun, Jiahao Pang

Scene Graph Generation by Iterative Message Passing

Danfei Xu, Yuke Zhu, Christopher B. Choy, Li Fei-fei

Scribbler: Controlling Deep Image Synthesis With Sketch and Color

Patsorn Sangkloy, Jingwan Lu, Chen Fang, Fisher Yu, James Hays

Event-Based Visual Inertial Odometry

Alex Zihao Zhu, Nikolay Atanasov, Kostas Daniilidis

Deep Metric Learning via Facility Location

Hyun Oh Song, Stefanie Jegelka, Vivek Rathod, Kevin Murphy

Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation

Binghui Chen, Weihong Deng, Junping Du

Learning Cross-Modal Deep Representations for Robust Pedestrian Detection

Dan Xu, Wanli Ouyang, Elisa Ricci, Xiaogang Wang, Nicu Sebe

Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation

Dan Xu, Elisa Ricci, Wanli Ouyang, Xiaogang Wang, Nicu Sebe

Hyperspectral Image Super-Resolution via Non-Local Sparse Tensor Factorization

Renwei Dian, Leyuan Fang, Shutao Li

Fully-Adaptive Feature Sharing in Multi-Task Networks With Applications in Person Attribute Classification

Yongxi Lu, Abhishek Kumar, Shuangfei Zhai, Yu Cheng, Tara Javidi

Hardware-Efficient Guided Image Filtering for Multi-Label Problem

Longquan Dai, Mengke Yuan, Zechao Li, XIAOPENG ZHANG, Jinhui Tang

Learning to Extract Semantic Structure From Documents Using Multimodal Fully Convolutional Neural Networks

Xiao Yang, Ersin Yumer, Paul Asente, Mike Kraley, Daniel Kifer

Full Resolution Image Compression With Recurrent Neural Networks

George Toderici, Damien Vincent, Nick Johnston, Sung Jin Hwang, David Minnen

YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set for Object Detection in Video

Esteban Real, Jonathon Shlens, Stefano Mazzocchi, Xin Pan, Vincent Vanhoucke

Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks

Yinda Zhang, Shuran Song, Ersin Yumer, Manolis Savva, Joon-Young Lee

AnchorNet: A Weakly Supervised Network to Learn Geometry-Sensitive Features for Semantic Matching

David Novotny, Diane Larlus, Andrea Vedaldi

Robust Joint and Individual Variance Explained

Christos Sagonas, Yannis Panagakis, Alina Leidinger, Stefanos Zafeiriou

Grassmannian Manifold Optimization Assisted Sparse Spectral Clustering

Qiong Wang, Junbin Gao, Hong Li

Detect, Replace, Refine: Deep Structured Prediction for Pixel Wise Labeling

Spyros Gidaris, Nikos Komodakis

Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer

Xin Wang, Geoffrey Oxholm, Da Zhang, Yuan-Fang Wang

Annotating Object Instances With a Polygon-RNN

Lluis Castrejon, Kaustav Kundu, Raquel Urtasun, Sanja Fidler

Deep Watershed Transform for Instance Segmentation

Min Bai, Raquel Urtasun

Sports Field Localization via Deep Structured Models

Namdar Homayounfar, Sanja Fidler, Raquel Urtasun

The World of Fast Moving Objects

Denys Rozumnyi, Jan Kotera, Filip Sroubek, Lukas Novotny, Jiri Matas

DeepNav: Learning to Navigate Large Cities

Samarth Brahmbhatt, James Hays

Using Ranking-CNN for Age Estimation

Shixing Chen, Caojin Zhang, Ming Dong, Jialiang Le, Mike Rao

HPatches: A Benchmark and Evaluation of Handcrafted and Learned Local Descriptors

Vassileios Balntas, Karel Lenc, Andrea Vedaldi, Krystian Mikolajczyk

Regressing Robust and Discriminative 3D Morphable Models With a Very Deep Neural Network

Anh Tuan Tran, Tal Hassner, Iacopo Masi, Gérard Medioni

Learning to Learn From Noisy Web Videos

Serena Yeung, Vignesh Ramanathan, Olga Russakovsky, Liyue Shen, Greg Mori

Photorealistic Facial Texture Inference Using Deep Neural Networks

Shunsuke Saito, Lingyu Wei, Liwen Hu, Koki Nagano, Hao Li

IM2CAD

Hamid Izadinia, Qi Shan, Steven M. Seitz

Identifying First-Person Camera Wearers in Third-Person Videos

Chenyou Fan, Jangwon Lee, Mingze Xu, Krishna Kumar Singh, Yong Jae Lee

Geometric Deep Learning on Graphs and Manifolds Using Mixture Model CNNs

Federico Monti, Davide Boscaini, Jonathan Masci, Emanuele Rodolà, Jan Svoboda

Building a Regular Decision Boundary With Deep Networks

Edouard Oyallon

Illuminant-Camera Communication to Observe Moving Objects Under Strong External Light by Spread Spectrum Modulation

Ryusuke Sagawa, Yutaka Satoh

Image Splicing Detection via Camera Response Function Analysis

Can Chen, Scott McCloskey, Jingyi Yu

Stacked Generative Adversarial Networks

Xun Huang, Yixuan Li, Omid Poursaeed, John Hopcroft, Serge Belongie

Learning Barycentric Representations of 3D Shapes for Sketch-Based 3D Shape Retrieval

Jin Xie, Guoxian Dai, Fan Zhu, Yi Fang

Teaching Compositionality to CNNs

Austin Stone, Huayan Wang, Michael Stark, Yi Liu, D. Scott Phoenix

A Wide-Field-Of-View Monocentric Light Field Camera

Donald G. Dansereau, Glenn Schuster, Joseph Ford, Gordon Wetzstein

DeMoN: Depth and Motion Network for Learning Monocular Stereo

Benjamin Ummenhofer, Huizhong Zhou, Jonas Uhrig, Nikolaus Mayer, Eddy Ilg

Harmonic Networks: Deep Translation and Rotation Equivariance

Daniel E. Worrall, Stephan J. Garbin, Daniyar Turmukhambetov, Gabriel J. Brostow

Deep Hashing Network for Unsupervised Domain Adaptation

Hemanth Venkateswara, Jose Eusebio, Shayok Chakraborty, Sethuraman Panchanathan

InstanceCut: From Edges to Instances With MultiCut

Alexander Kirillov, Evgeny Levinkov, Bjoern Andres, Bogdan Savchynskyy, Carsten Rother

Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension

Aniruddha Kembhavi, Minjoon Seo, Dustin Schwenk, Jonghyun Choi, Ali Farhadi

Deep Photo Style Transfer

Fujun Luan, Sylvain Paris, Eli Shechtman, Kavita Bala

Generating Descriptions With Grounded and Co-Referenced People

Anna Rohrbach, Marcus Rohrbach, Siyu Tang, Seong Joon Oh, Bernt Schiele

S3Pool: Pooling With Stochastic Spatial Sampling

Shuangfei Zhai, Hui Wu, Abhishek Kumar, Yu Cheng, Yongxi Lu

Convex Global 3D Registration With Lagrangian Duality

Jesus Briales, Javier Gonzalez-Jimenez

Optical Flow Requires Multiple Strategies (but Only One Network)

Tal Schuster, Lior Wolf, David Gadot

Consensus Maximization With Linear Matrix Inequality Constraints

Pablo Speciale, Danda Pani Paudel, Martin R. Oswald, Till Kroeger, Luc Van Gool

What Is the Space of Attenuation Coefficients in Underwater Computer Vision?

Derya Akkaynak, Tali treibitz, Tom Shlesinger, Yossi Loya, Raz Tamir

Adaptive and Move Making Auxiliary Cuts for Binary Pairwise Energies

Lena Gorelick, Yuri Boykov, Olga Veksler

A Clever Elimination Strategy for Efficient Minimal Solvers

Zuzana Kukelova, Joe Kileel, Bernd Sturmfels, Tomas Pajdla

Towards Accurate Multi-Person Pose Estimation in the Wild

George Papandreou, Tyler Zhu, Nori Kanazawa, Alexander Toshev, Jonathan Tompson

On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution

Yuqian Zhang, Yenson Lau, Han-wen Kuo, Sky Cheung, Abhay Pasupathy

Simultaneous Geometric and Radiometric Calibration of a Projector-Camera Pair

Marjan Shahpaski, Luis Ricardo Sapaico, Gaspard Chevassus, Sabine Süsstrunk

A Matrix Splitting Method for Composite Function Minimization

Ganzhao Yuan, Wei-Shi Zheng, Bernard Ghanem

BigHand2.2M Benchmark: Hand Pose Dataset and State of the Art Analysis

Shanxin Yuan, Qi Ye, Bjorn Stenger, Siddhant Jain, Tae-kyun Kim

Using Locally Corresponding CAD Models for Dense 3D Reconstructions From a Single Image

Chen Kong, Chen-Hsuan Lin, Simon Lucey

On the Two-View Geometry of Unsynchronized Cameras

Cenek Albl, Zuzana Kukelova, Andrew Fitzgibbon, Jan Heller, Matej Smid

STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling

Yang He, Wei-Chen Chiu, Margret Keuper, Mario Fritz

Human Shape From Silhouettes Using Generative HKS Descriptors and Cross-Modal Neural Networks

Endri Dibra, Himanshu Jain, Cengiz Oztireli, Remo Ziegler, Markus Gross

Deep Mixture of Linear Inverse Regressions Applied to Head-Pose Estimation

Stéphane Lathuilière, Rémi Juge, Pablo Mesejo, Rafael Munoz-Salinas, Radu Horaud

Attentional Correlation Filter Network for Adaptive Visual Tracking

Jongwon Choi, Hyung Jin Chang, Sangdoo Yun, Tobias Fischer, Yiannis Demiris

A New Rank Constraint on Multi-View Fundamental Matrices, and Its Application to Camera Location Recovery

Soumyadip Sengupta, Tal Amir, Meirav Galun, Tom Goldstein, David W. Jacobs

Query-Focused Video Summarization: Dataset, Evaluation, and a Memory Network Based Approach

Aidean Sharghi, Jacob S. Laurel, Boqing Gong

Real-Time Video Super-Resolution With Spatio-Temporal Networks and Motion Compensation

Jose Caballero, Christian Ledig, Andrew Aitken, Alejandro Acosta, Johannes Totz

Spatiotemporal Multiplier Networks for Video Action Recognition

Christoph Feichtenhofer, Axel Pinz, Richard P. Wildes

Procedural Generation of Videos to Train Deep Action Recognition Networks

Cesar Roberto de Souza, Adrien Gaidon, Yohann Cabon, Antonio Manuel Lopez

See the Forest for the Trees: Joint Spatial and Temporal Recurrent Neural Networks for Video-Based Person Re-Identification

Zhen Zhou, Yan Huang, Wei Wang, Liang Wang, Tieniu Tan

Radiometric Calibration for Internet Photo Collections

Zhipeng Mo, Boxin Shi, Sai-Kit Yeung, Yasuyuki Matsushita

Temporal Residual Networks for Dynamic Scene Recognition

Christoph Feichtenhofer, Axel Pinz, Richard P. Wildes

Spatial-Semantic Image Search by Visual Feature Synthesis

Long Mai, Hailin Jin, Zhe Lin, Chen Fang, Jonathan Brandt

Multi-Level Attention Networks for Visual Question Answering

Dongfei Yu, Jianlong Fu, Tao Mei, Yong Rui

Densely Connected Convolutional Networks

Gao Huang, Zhuang Liu, Laurens van der Maaten, Kilian Q. Weinberger

ROAM: A Rich Object Appearance Model With Application to Rotoscoping

Ondrej Miksik, Juan-Manuel Perez-Rua, Philip H. S. Torr, Patrick Pérez

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Christian Ledig, Lucas Theis, Ferenc Huszar, Jose Caballero, Andrew Cunningham

Optical Flow in Mostly Rigid Scenes

Jonas Wulff, Laura Sevilla-Lara, Michael J. Black

POSEidon: Face-From-Depth for Driver Pose Estimation

Guido Borghi, Marco Venturelli, Roberto Vezzani, Rita Cucchiara

Superpixels and Polygons Using Simple Non-Iterative Clustering

Radhakrishna Achanta, Sabine Süsstrunk

Improved Stereo Matching With Constant Highway Networks and Reflective Confidence Learning

Amit Shaked, Lior Wolf

3D Point Cloud Registration for Localization Using a Deep Neural Network Auto-Encoder

Gil Elbaz, Tamar Avraham, Anath Fischer

Fast-At: Fast Automatic Thumbnail Generation Using Deep Neural Networks

Seyed A. Esmaeili, Bharat Singh, Larry S. Davis