CVPR 2017

783 papers

Flexible Spatio-Temporal Networks for Video Prediction

Chaochao Lu, Michael Hirsch, Bernhard Schölkopf

Personalizing Gesture Recognition Using Hierarchical Bayesian Neural Networks

Ajjen Joshi, Soumya Ghosh, Margrit Betke, Stan Sclaroff, Hanspeter Pfister

Video Captioning With Transferred Semantic Attributes

Yingwei Pan, Ting Yao, Houqiang Li, Tao Mei

Tracking by Natural Language Specification

Zhenyang Li, Ran Tao, Efstratios Gavves, Cees G. M. Snoek, Arnold W.M. Smeulders

Creativity: Generating Diverse Questions Using Variational Autoencoders

Unnat Jain, Ziyu Zhang, Alexander G. Schwing

Making 360deg Video Watchable in 2D: Learning Videography for Click Free Viewing

Yu-Chuan Su, Kristen Grauman

LSTM Self-Supervision for Detailed Behavior Analysis

Biagio Brattoli, Uta Buchler, Anna-Sophia Wahl, Martin E. Schwab, Bjorn Ommer

ArtTrack: Articulated Multi-Person Tracking in the Wild

Eldar Insafutdinov, Mykhaylo Andriluka, Leonid Pishchulin, Siyu Tang, Evgeny Levinkov

Lip Reading Sentences in the Wild

Joon Son Chung, Andrew Senior, Oriol Vinyals, Andrew Zisserman

Computational Imaging on the Electric Grid

Mark Sheinin, Yoav Y. Schechner, Kiriakos N. Kutulakos

MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network

Zizhao Zhang, Yuanpu Xie, Fuyong Xing, Mason McGough, Lin Yang

Deeply Aggregated Alternating Minimization for Image Restoration

Youngjung Kim, Hyungjoo Jung, Dongbo Min, Kwanghoon Sohn

Geodesic Distance Descriptors

Gil Shamai, Ron Kimmel

Multi-Task Clustering of Human Actions by Sharing Information

Xiaoqiang Yan, Shizhe Hu, Yangdong Ye

Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation

Kuan-Lun Tseng, Yen-Liang Lin, Winston Hsu, Chung-Yang Huang

4D Light Field Superpixel and Segmentation

Hao Zhu, Qi Zhang, Qing Wang

Training Object Class Detectors With Click Supervision

Dim P. Papadopoulos, Jasper R. R. Uijlings, Frank Keller, Vittorio Ferrari

3D Menagerie: Modeling the 3D Shape and Pose of Animals

Silvia Zuffi, Angjoo Kanazawa, David W. Jacobs, Michael J. Black

Mimicking Very Efficient Network for Object Detection

Quanquan Li, Shengying Jin, Junjie Yan

Bayesian Supervised Hashing

Zihao Hu, Junxuan Chen, Hongtao Lu, Tongzhen Zhang

Improving RANSAC-Based Segmentation Through CNN Encapsulation

Dustin Morley, Hassan Foroosh

Noise Robust Depth From Focus Using a Ring Difference Filter

Jaeheung Surh, Hae-Gon Jeon, Yunwon Park, Sunghoon Im, Hyowon Ha

Light Field Reconstruction Using Deep Convolutional Network on EPI

Gaochang Wu, Mandan Zhao, Liangyong Wang, Qionghai Dai, Tianyou Chai

Discriminative Correlation Filter With Channel and Spatial Reliability

Alan Lukežič, Tomas Vojir, Luka Cehovin Zajc, Jiri Matas, Matej Kristan

Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset

Joao Carreira, Andrew Zisserman

Deep Multitask Architecture for Integrated 2D and 3D Human Sensing

Alin-Ionut Popa, Mihai Zanfir, Cristian Sminchisescu

Parsing Images of Overlapping Organisms With Deep Singling-Out Networks

Victor Yurchenko, Victor Lempitsky

Unsupervised Part Learning for Visual Recognition

Ronan Sicre, Yannis Avrithis, Ewa Kijak, Frederic Jurie

DUST: Dual Union of Spatio-Temporal Subspaces for Monocular Multiple Object 3D Reconstruction

Antonio Agudo, Francesc Moreno-Noguer

Alternating Direction Graph Matching

D. Khue Le-Huu, Nikos Paragios

CNN-SLAM: Real-Time Dense Monocular SLAM With Learned Depth Prediction

Keisuke Tateno, Federico Tombari, Iro Laina, Nassir Navab

Dynamic FAUST: Registering Human Bodies in Motion

Federica Bogo, Javier Romero, Gerard Pons-Moll, Michael J. Black

Pose-Aware Person Recognition

Vijay Kumar, Anoop Namboodiri, Manohar Paluri, C. V. Jawahar

Product Split Trees

Artem Babenko, Victor Lempitsky

Object Co-Skeletonization With Co-Segmentation

Koteswar Rao Jerripothula, Jianfei Cai, Jiangbo Lu, Junsong Yuan

Intrinsic Grassmann Averages for Online Linear and Robust Subspace Learning

Rudrasis Chakraborty, Soren Hauberg, Baba C. Vemuri

Scale-Aware Face Detection

Zekun Hao, Yu Liu, Hongwei Qin, Junjie Yan, Xiu Li

All You Need Is Beyond a Good Init: Exploring Better Solution for Training Extremely Deep Convolutional Neural Networks With Orthonormality and Modulation

Di Xie, Jiang Xiong, Shiliang Pu

Deep Affordance-Grounded Sensorimotor Object Recognition

Spyridon Thermos, Georgios Th. Papadopoulos, Petros Daras, Gerasimos Potamianos

Deep Representation Learning for Human Motion Prediction and Classification

Judith Bütepage, Michael J. Black, Danica Kragic, Hedvig Kjellström

Convolutional Neural Network Architecture for Geometric Matching

Ignacio Rocco, Relja Arandjelović, Josef Sivic

Parametric T-Spline Face Morphable Model for Detailed Fitting in Shape Subspace

Weilong Peng, Zhiyong Feng, Chao Xu, Yong Su

Ubernet: Training a Universal Convolutional Neural Network for Low-, Mid-, and High-Level Vision Using Diverse Datasets and Limited Memory

Iasonas Kokkinos

Can Walking and Measuring Along Chord Bunches Better Describe Leaf Shapes?

Bin Wang, Yongsheng Gao, Changming Sun, Michael Blumenstein, John La Salle

Dynamic Time-Of-Flight

Michael Schober, Amit Adam, Omer Yair, Shai Mazor, Sebastian Nowozin

Deep Learning on Lie Groups for Skeleton-Based Action Recognition

Zhiwu Huang, Chengde Wan, Thomas Probst, Luc Van Gool

Generative Attribute Controller With Conditional Filtered Generative Adversarial Networks

Takuhiro Kaneko, Kaoru Hiramatsu, Kunio Kashino

Viraliency: Pooling Local Virality

Xavier Alameda-Pineda, Andrea Pilzer, Dan Xu, Nicu Sebe, Elisa Ricci

Simultaneous Super-Resolution and Cross-Modality Synthesis of 3D Medical Images Using Weakly-Supervised Joint Convolutional Sparse Coding

Yawen Huang, Ling Shao, Alejandro F. Frangi

Semantically Consistent Regularization for Zero-Shot Recognition

Pedro Morgado, Nuno Vasconcelos

Unite the People: Closing the Loop Between 3D and 2D Human Representations

Christoph Lassner, Javier Romero, Martin Kiefel, Federica Bogo, Michael J. Black

SurfNet: Generating 3D Shape Surfaces Using Deep Residual Networks

Ayan Sinha, Asim Unmesh, Qixing Huang, Karthik Ramani

Flight Dynamics-Based Recovery of a UAV Trajectory Using Ground Cameras

Artem Rozantsev, Sudipta N. Sinha, Debadeepta Dey, Pascal Fua

Detangling People: Individuating Multiple Close People and Their Body Parts via Region Assembly

Hao Jiang, Kristen Grauman

Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications

Evgeny Levinkov, Jonas Uhrig, Siyu Tang, Mohamed Omran, Eldar Insafutdinov

A Minimal Solution for Two-View Focal-Length Estimation Using Two Affine Correspondences

Daniel Barath, Tekla Toth, Levente Hajder

Fine-Grained Image Classification via Combining Vision and Language

Xiangteng He, Yuxin Peng

Model-Based Iterative Restoration for Binary Document Image Compression With Dictionary Learning

Yandong Guo, Cheng Lu, Jan P. Allebach, Charles A. Bouman

Geometric Loss Functions for Camera Pose Regression With Deep Learning

Alex Kendall, Roberto Cipolla

CASENet: Deep Category-Aware Semantic Edge Detection

Zhiding Yu, Chen Feng, Ming-Yu Liu, Srikumar Ramalingam

Network Sketching: Exploiting Binary Structure in Deep CNNs

Yiwen Guo, Anbang Yao, Hao Zhao, Yurong Chen

Weakly-Supervised Visual Grounding of Phrases With Linguistic Structures

Fanyi Xiao, Leonid Sigal, Yong Jae Lee

RON: Reverse Connection With Objectness Prior Networks for Object Detection

Tao Kong, Fuchun Sun, Anbang Yao, Huaping Liu, Ming Lu

Deep Pyramidal Residual Networks

Dongyoon Han, Jiwhan Kim, Junmo Kim

Deep Learning With Low Precision by Half-Wave Gaussian Quantization

Zhaowei Cai, Xiaodong He, Jian Sun, Nuno Vasconcelos

End-To-End 3D Face Reconstruction With Deep Neural Networks

Pengfei Dou, Shishir K. Shah, Ioannis A. Kakadiaris

Understanding Traffic Density From Large-Scale Web Camera Data

Shanghang Zhang, Guanhang Wu, Joao P. Costeira, José M. F. Moura

Infinite Variational Autoencoder for Semi-Supervised Learning

M. Ehsan Abbasnejad, Anthony Dick, Anton van den Hengel

The Impact of Typicality for Informative Representative Selection

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

Shape Completion Using 3D-Encoder-Predictor CNNs and Shape Synthesis

Angela Dai, Charles Ruizhongtai Qi, Matthias Niessner

Learning Object Interactions and Descriptions for Semantic Image Segmentation

Guangrun Wang, Ping Luo, Liang Lin, Xiaogang Wang

Online Video Object Segmentation via Convolutional Trident Network

Won-Dong Jang, Chang-Su Kim

More Is Less: A More Complicated Network With Less Inference Complexity

Xuanyi Dong, Junshi Huang, Yi Yang, Shuicheng Yan

ScanNet: Richly-Annotated 3D Reconstructions of Indoor Scenes

Angela Dai, Angel X. Chang, Manolis Savva, Maciej Halber, Thomas Funkhouser

Residual Expansion Algorithm: Fast and Effective Optimization for Nonconvex Least Squares Problems

Daiki Ikami, Toshihiko Yamasaki, Kiyoharu Aizawa

Age Progression/Regression by Conditional Adversarial Autoencoder

Zhifei Zhang, Yang Song, Hairong Qi

Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes

S. Alireza Golestaneh, Lina J. Karam

Quality Aware Network for Set to Set Recognition

Yu Liu, Junjie Yan, Wanli Ouyang

Enhancing Video Summarization via Vision-Language Embedding

Bryan A. Plummer, Matthew Brown, Svetlana Lazebnik

Consistent-Aware Deep Learning for Person Re-Identification in a Camera Network

Ji Lin, Liangliang Ren, Jiwen Lu, Jianjiang Feng, Jie Zhou

Amodal Detection of 3D Objects: Inferring 3D Bounding Boxes From 2D Ones in RGB-Depth Images

Zhuo Deng, Longin Jan Latecki

Captioning Images With Diverse Objects

Subhashini Venugopalan, Lisa Anne Hendricks, Marcus Rohrbach, Raymond Mooney, Trevor Darrell

Switching Convolutional Neural Network for Crowd Counting

Deepak Babu Sam, Shiv Surya, R. Venkatesh Babu

CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos

Zheng Shou, Jonathan Chan, Alireza Zareian, Kazuyuki Miyazawa, Shih-fu Chang

Joint Gap Detection and Inpainting of Line Drawings

Kazuma Sasaki, Satoshi Iizuka, Edgar Simo-Serra, Hiroshi Ishikawa

Seeing What Is Not There: Learning Context to Determine Where Objects Are Missing

Jin Sun, David W. Jacobs

Joint Intensity and Spatial Metric Learning for Robust Gait Recognition

Yasushi Makihara, Atsuyuki Suzuki, Daigo Muramatsu, Xiang Li, Yasushi Yagi

Boundary-Aware Instance Segmentation

Zeeshan Hayder, Xuming He, Mathieu Salzmann

Designing Energy-Efficient Convolutional Neural Networks Using Energy-Aware Pruning

Tien-Ju Yang, Yu-Hsin Chen, Vivienne Sze

Relationship Proposal Networks

Ji Zhang, Mohamed Elhoseiny, Scott Cohen, Walter Chang, Ahmed Elgammal

A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation

Chunpeng Wu, Wei Wen, Tariq Afzal, Yongmei Zhang, Yiran Chen

SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning

Long Chen, Hanwang Zhang, Jun Xiao, Liqiang Nie, Jian Shao

A Non-Local Low-Rank Framework for Ultrasound Speckle Reduction

LEI ZHU, Chi-Wing Fu, Michael S. Brown, Pheng-Ann Heng

Link the Head to the "Beak": Zero Shot Learning From Noisy Text Description at Part Precision

Mohamed Elhoseiny, Yizhe Zhu, Han Zhang, Ahmed Elgammal

Semantic Compositional Networks for Visual Captioning

Zhe Gan, Chuang Gan, Xiaodong He, Yunchen Pu, Kenneth Tran

Multi-Object Tracking With Quadruplet Convolutional Neural Networks

Jeany Son, Mooyeol Baek, Minsu Cho, Bohyung Han

Generalized Deep Image to Image Regression

Venkataraman Santhanam, Vlad I. Morariu, Larry S. Davis

Discriminative Covariance Oriented Representation Learning for Face Recognition With Image Sets

Wen Wang, Ruiping Wang, Shiguang Shan, Xilin Chen

Robust Visual Tracking Using Oblique Random Forests

Le Zhang, Jagannadan Varadarajan, Ponnuthurai Nagaratnam Suganthan, Narendra Ahuja, Pierre Moulin

Connecting Look and Feel: Associating the Visual and Tactile Properties of Physical Materials

Wenzhen Yuan, Shaoxiong Wang, Siyuan Dong, Edward Adelson