CVPR 2017

783 papers

Unsupervised Semantic Scene Labeling for Streaming Data

Maggie Wigness, John G. Rogers III

Linking Image and Text With 2-Way Nets

Aviv Eisenschtat, Lior Wolf

Learning the Multilinear Structure of Visual Data

Mengjiao Wang, Yannis Panagakis, Patrick Snape, Stefanos Zafeiriou

Zero-Shot Learning - the Good, the Bad and the Ugly

Yongqin Xian, Bernt Schiele, Zeynep Akata

Learning Category-Specific 3D Shape Models From Weakly Labeled 2D Images

Dingwen Zhang, Junwei Han, Yang Yang, Dong Huang

InterpoNet, a Brain Inspired Neural Network for Optical Flow Dense Interpolation

Shay Zweig, Lior Wolf

Hidden Layers in Perceptual Learning

Gad Cohen, Daphna Weinshall

Toroidal Constraints for Two-Point Localization Under High Outlier Ratios

Federico Camposeco, Torsten Sattler, Andrea Cohen, Andreas Geiger, Marc Pollefeys

A-Lamp: Adaptive Layout-Aware Multi-Patch Deep Convolutional Neural Network for Photo Aesthetic Assessment

Shuang Ma, Jing Liu, Chang Wen Chen

Gaze Embeddings for Zero-Shot Image Classification

Nour Karessli, Zeynep Akata, Bernt Schiele, Andreas Bulling

BRISKS: Binary Features for Spherical Images on a Geodesic Grid

Hao Guan, William A. P. Smith

Learning Non-Maximum Suppression

Jan Hosang, Rodrigo Benenson, Bernt Schiele

Single Image Reflection Suppression

Nikolaos Arvanitopoulos, Radhakrishna Achanta, Sabine Süsstrunk

A Generative Model for Depth-Based Robust 3D Facial Pose Tracking

Lu Sheng, Jianfei Cai, Tat-Jen Cham, Vladimir Pavlovic, King Ngi Ngan

Domain Adaptation by Mixture of Alignments of Second- or Higher-Order Scatter Tensors

Piotr Koniusz, Yusuf Tas, Fatih Porikli

Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space

Anh Nguyen, Jeff Clune, Yoshua Bengio, Alexey Dosovitskiy, Jason Yosinski

On-The-Fly Adaptation of Regression Forests for Online Camera Relocalisation

Tommaso Cavallari, Stuart Golodetz, Nicholas A. Lord, Julien Valentin, Luigi Di Stefano

From Local to Global: Edge Profiles to Camera Motion in Blurred Images

Subeesh Vasu, A. N. Rajagopalan

Look Closer to See Better: Recurrent Attention Convolutional Neural Network for Fine-Grained Image Recognition

Jianlong Fu, Heliang Zheng, Tao Mei

SPFTN: A Self-Paced Fine-Tuning Network for Segmenting Objects in Weakly Labelled Videos

Dingwen Zhang, Le Yang, Deyu Meng, Dong Xu, Junwei Han

Predicting Salient Face in Multiple-Face Videos

Yufan Liu, Songyang Zhang, Mai Xu, Xuming He

Exploiting Saliency for Object Segmentation From Image Level Labels

Seong Joon Oh, Rodrigo Benenson, Anna Khoreva, Zeynep Akata, Mario Fritz

Binary Constraint Preserving Graph Matching

Bo Jiang, Jin Tang, Chris Ding, Bin Luo

An Empirical Evaluation of Visual Question Answering for Novel Objects

Santhosh K. Ramakrishnan, Ambar Pal, Gaurav Sharma, Anurag Mittal

Simultaneous Stereo Video Deblurring and Scene Flow Estimation

Liyuan Pan, Yuchao Dai, miaomiao Liu, Fatih Porikli

Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks

Mengmi Zhang, Keng Teck Ma, Joo Hwee Lim, Qi Zhao, Jiashi Feng

Neural Aggregation Network for Video Face Recognition

Jiaolong Yang, Peiran Ren, Dongqing Zhang, Dong Chen, Fang Wen

Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network

Chao Peng, Xiangyu Zhang, Gang Yu, Guiming Luo, Jian Sun

Improving Training of Deep Neural Networks via Singular Value Bounding

Kui Jia, Dacheng Tao, Shenghua Gao, Xiangmin Xu

Multi-Task Correlation Particle Filter for Robust Object Tracking

Tianzhu Zhang, Changsheng Xu, Ming-Hsuan Yang

UntrimmedNets for Weakly Supervised Action Recognition and Detection

Limin Wang, Yuanjun Xiong, Dahua Lin, Luc Van Gool

Social Scene Understanding: End-To-End Multi-Person Action Localization and Collective Activity Recognition

Timur Bagautdinov, Alexandre Alahi, Francois Fleuret, Pascal Fua, Silvio Savarese

Improving Interpretability of Deep Neural Networks With Semantic Information

Yinpeng Dong, Hang Su, Jun Zhu, Bo Zhang

Re-Sign: Re-Aligned End-To-End Sequence Modelling With Deep Recurrent CNN-HMMs

Oscar Koller, Sepehr Zargaran, Hermann Ney

Unsupervised Vanishing Point Detection and Camera Calibration From a Single Manhattan Image With Radial Distortion

Michel Antunes, Joao P. Barreto, Djamila Aouada, Bjorn Ottersten

Latent Multi-View Subspace Clustering

Changqing Zhang, Qinghua Hu, Huazhu Fu, Pengfei Zhu, Xiaochun Cao

Online Asymmetric Similarity Learning for Cross-Modal Retrieval

Yiling Wu, Shuhui Wang, Qingming Huang

Hyper-Laplacian Regularized Unidirectional Low-Rank Tensor Recovery for Multispectral Image Denoising

Yi Chang, Luxin Yan, Sheng Zhong

Minimum Delay Moving Object Detection

DONG LAO, Ganesh Sundaramoorthi

Coarse-To-Fine Segmentation With Shape-Tailored Continuum Scale Spaces

Naeemullah Khan, Byung-Woo Hong, Anthony Yezzi, Ganesh Sundaramoorthi

Self-Supervised Learning of Visual Features Through Embedding Images Into Text Topic Spaces

Lluis Gomez, Yash Patel, Marcal Rusinol, Dimosthenis Karatzas, C. V. Jawahar

Thin-Slicing Network: A Deep Structured Model for Pose Estimation in Videos

Jie Song, Limin Wang, Luc Van Gool, Otmar Hilliges

Video Desnowing and Deraining Based on Matrix Decomposition

Weihong Ren, Jiandong Tian, Zhi Han, Antoni Chan, Yandong Tang

Active Convolution: Learning the Shape of Convolution for Image Classification

Yunho Jeon, Junmo Kim

Detailed, Accurate, Human Shape Estimation From Clothed 3D Scan Sequences

Chao Zhang, Sergi Pujades, Michael J. Black, Gerard Pons-Moll

GMS: Grid-based Motion Statistics for Fast, Ultra-Robust Feature Correspondence

Jiawang Bian, Wen-Yan Lin, Yasuyuki Matsushita, Sai-Kit Yeung, Tan-Dat Nguyen

Spatio-Temporal Naive-Bayes Nearest-Neighbor (ST-NBNN) for Skeleton-Based Action Recognition

Junwu Weng, Chaoqun Weng, Junsong Yuan

Optical Flow Estimation Using a Spatial Pyramid Network

Anurag Ranjan, Michael J. Black

Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes

Tobias Pohlen, Alexander Hermans, Markus Mathias, Bastian Leibe

What Is and What Is Not a Salient Object? Learning Salient Object Detector by Ensembling Linear Exemplar Regressors

Changqun Xia, Jia Li, Xiaowu Chen, Anlin Zheng, Yu Zhang

A Gift From Knowledge Distillation: Fast Optimization, Network Minimization and Transfer Learning

Junho Yim, Donggyu Joo, Jihoon Bae, Junmo Kim

Deep Co-Occurrence Feature Learning for Visual Object Recognition

Ya-Fang Shih, Yang-Ming Yeh, Yen-yu Lin, Ming-Fang Weng, Yi-Chang Lu

Fine-Grained Recognition of Thousands of Object Categories With Single-Example Training

Leonid Karlinsky, Joseph Shtok, Yochay Tzur, Asaf Tzadok

Discriminative Optimization: Theory and Applications to Point Cloud Registration

Jayakorn Vongkulbhisal, Fernando De la Torre, Joao P. Costeira

Template-Based Monocular 3D Recovery of Elastic Shapes Using Lagrangian Multipliers

Nazim Haouchine, Stephane Cotin

FC4: Fully Convolutional Color Constancy With Confidence-Weighted Pooling

Yuanming Hu, Baoyuan Wang, Stephen Lin

Generalized Semantic Preserving Hashing for N-Label Cross-Modal Retrieval

Devraj Mandal, Kunal N. Chaudhury, Soma Biswas

DeshadowNet: A Multi-Context Embedding Deep Network for Shadow Removal

Liangqiong Qu, Jiandong Tian, Shengfeng He, Yandong Tang, Rynson W. H. Lau

A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors

Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Yao Wang

Video2Shop: Exact Matching Clothes in Videos to Online Shopping Images

Zhi-Qi Cheng, Xiao Wu, Yang Liu, Xian-Sheng Hua

One-Shot Hyperspectral Imaging Using Faced Reflectors

Tsuyoshi Takatani, Takahito Aoto, Yasuhiro Mukaigawa

Learning Residual Images for Face Attribute Manipulation

Wei Shen, Rujie Liu

Large Margin Object Tracking With Circulant Feature Maps

Mengmeng Wang, Yong Liu, Zeyi Huang

Fixed-Point Factorized Networks

Peisong Wang, Jian Cheng

Image Deblurring via Extreme Channels Prior

Yanyang Yan, Wenqi Ren, Yuanfang Guo, Rui Wang, Xiaochun Cao

Learning to Rank Retargeted Images

Yang Chen, Yong-jin Liu, Yu-Kun Lai

Controlling Perceptual Factors in Neural Style Transfer

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, Aaron Hertzmann, Eli Shechtman

Seeing Invisible Poses: Estimating 3D Body Pose From Egocentric Video

Hao Jiang, Kristen Grauman

Wetness and Color From a Single Multispectral Image

Mihoko Shimano, Hiroki Okawa, Yuta Asano, Ryoma Bise, Ko Nishino

Light Field Blind Motion Deblurring

Pratul P. Srinivasan, Ren Ng, Ravi Ramamoorthi

DeepPermNet: Visual Permutation Learning

Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould

Fast Multi-Frame Stereo Scene Flow With Motion Segmentation

Tatsunori Taniai, Sudipta N. Sinha, Yoichi Sato

Learning Deep CNN Denoiser Prior for Image Restoration

Kai Zhang, Wangmeng Zuo, Shuhang Gu, Lei Zhang

Diversified Texture Synthesis With Feed-Forward Networks

Yijun Li, Chen Fang, Jimei Yang, Zhaowen Wang, Xin Lu

Generative Face Completion

Yijun Li, Sifei Liu, Jimei Yang, Ming-Hsuan Yang

Learning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval Tasks

HaoMiao Liu, Ruiping Wang, Shiguang Shan, Xilin Chen

Deep Crisp Boundaries

Yupei Wang, Xin Zhao, Kaiqi Huang

Deep Multi-Scale Convolutional Neural Network for Dynamic Scene Deblurring

Seungjun Nah, Tae Hyun Kim, Kyoung Mu Lee

Fast Person Re-Identification via Cross-Camera Semantic Binary Transformation

JIAXIN CHEN, Yunhong Wang, Jie Qin, Li Liu, Ling Shao

Binarized Mode Seeking for Scalable Visual Pattern Discovery

Wei Zhang, Xiaochun Cao, Rui Wang, Yuanfang Guo, Zhineng Chen

Removing Rain From Single Images via a Deep Detail Network

Xueyang Fu, Jiabin Huang, Delu Zeng, Yue Huang, Xinghao Ding

Learning an Invariant Hilbert Space for Domain Adaptation

Samitha Herath, Mehrtash Harandi, Fatih Porikli

Distinguishing the Indistinguishable: Exploring Structural Ambiguities via Geodesic Context

Qingan Yan, Long Yang, Ling Zhang, Chunxia Xiao

Seeing Into Darkness: Scotopic Visual Recognition

Bo Chen, Pietro Perona

Learning Fully Convolutional Networks for Iterative Non-Blind Deconvolution

Jiawei Zhang, Jinshan Pan, Wei-Sheng Lai, Rynson W. H. Lau, Ming-Hsuan Yang

Spatio-Temporal Alignment of Non-Overlapping Sequences From Independently Panning Cameras

Seyed Morteza Safdarnejad, Xiaoming Liu

Matrix Tri-Factorization With Manifold Regularizations for Zero-Shot Learning

Xing Xu, Fumin Shen, Yang Yang, Dongxiang Zhang, Heng Tao Shen

Deep Image Harmonization

Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Xin Lu

3D Shape Segmentation With Projective Convolutional Networks

Evangelos Kalogerakis, Melinos Averkiou, Subhransu Maji, Siddhartha Chaudhuri

Learning Dynamic Guidance for Depth Image Enhancement

Shuhang Gu, Wangmeng Zuo, Shi Guo, Yunjin Chen, Chongyu Chen

Hallucinating Very Low-Resolution Unaligned and Noisy Face Images by Transformative Discriminative Autoencoders

Xin Yu, Fatih Porikli

Gated Feedback Refinement Network for Dense Image Labeling

Md Amirul Islam, Mrigank Rochan, Neil D. B. Bruce, Yang Wang

Sanping Zhou, Jinjun Wang, Jiayun Wang, Yihong Gong, Nanning Zheng

Simultaneous Visual Data Completion and Denoising Based on Tensor Rank and Total Variation Minimization and Its Primal-Dual Splitting Algorithm

Tatsuya Yokota, Hidekata Hontani

Unsupervised Pixel-Level Domain Adaptation With Generative Adversarial Networks

Konstantinos Bousmalis, Nathan Silberman, David Dohan, Dumitru Erhan, Dilip Krishnan

Task-Driven Dynamic Fusion: Reducing Ambiguity in Video Description

xishan zhang, KE GAO, Yongdong Zhang, Dongming Zhang, Jintao Li

Synthesizing Normalized Faces From Facial Identity Features

Forrester Cole, David Belanger, Dilip Krishnan, Aaron Sarna, Inbar Mosseri

Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs

Martin Simonovsky, Nikos Komodakis

Temporal Action Localization by Structured Maximal Sums

Zehuan Yuan, Jonathan C. Stroud, Tong Lu, Jia Deng

Variational Autoencoded Regression: High Dimensional Regression of Visual Data on Complex Manifold

YoungJoon Yoo, Sangdoo Yun, Hyung Jin Chang, Yiannis Demiris, Jin Young Choi