作為計算機視覺領域的三大頂級會議之一，CVPR 2017 又收錄了很多優秀的文章。具體可參見 CVPR 的論文官網：http://www.cvpapers.com/cvpr2017.html

Machine Learning 1 （機器學習）

Spotlight 1-1A  （關注的焦點 1-1 A）

Exclusivity-Consistency Regularized Multi-View Subspace Clustering

Xiaojie Guo, Xiaobo Wang, Zhen Lei, Changqing Zhang, Stan Z. Li

Borrowing Treasures From the Wealthy: Deep Transfer Learning Through Selective Joint Fine-Tuning

Weifeng Ge, Yizhou Yu

The More You Know: Using Knowledge Graphs for Image Classification

Kenneth Marino, Ruslan Salakhutdinov, Abhinav Gupta

Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs

Martin Simonovsky, Nikos Komodakis

Convolutional Neural Network Architecture for Geometric Matching

Ignacio Rocco, Relja Arandjelović, Josef Sivic

Deep Affordance-Grounded Sensorimotor Object Recognition

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

Discovering Causal Signals in Images

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

On Compressing Deep Models by Low Rank and Sparse Decomposition

Xiyu Yu, Tongliang Liu, Xinchao Wang, Dacheng Tao

Oral 1-1A  (口頭彙報 1-1A)

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

Charles R. Qi, Hao Su, Kaichun Mo, Leonidas J. Guibas

Universal Adversarial Perturbations

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

Unsupervised Pixel-Level Domain Adaptation With Generative Adversarial Networks

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

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network (PDF, code)

Christian Ledig, Lucas Theis, Ferenc Huszár, Jose Caballero, Andrew Cunningham, Alejandro Acosta, Andrew Aitken, Alykhan Tejani, Johannes Totz, Zehan Wang, Wenzhe Shi

3D Vision 1 (三維視覺)

Spotlight 1-1B  （關注的焦點 1-1 B）

Context-Aware Captions From Context-Agnostic Supervision

Ramakrishna Vedantam, Samy Bengio, Kevin Murphy, Devi Parikh, Gal Chechik

Global Hypothesis Generation for 6D Object Pose Estimation (PDF)

Frank Michel, Alexander Kirillov, Eric Brachmann, Alexander Krull, Stefan Gumhold, Bogdan Savchynskyy, Carsten Rother

A Practical Method for Fully Automatic Intrinsic Camera Calibration Using Directionally Encoded Light

Mahdi Abbaspour Tehrani, Thabo Beeler, Anselm Grundhöfer

CATS: A Color and Thermal Stereo Benchmark

Wayne Treible, Philip Saponaro, Scott Sorensen, Abhishek Kolagunda, Michael O'Neal, Brian Phelan, Kelly Sherbondy, Chandra Kambhamettu

Elastic Shape-From-Template With Spatially Sparse Deforming Forces

Abed Malti, Cédric Herzet

Distinguishing the Indistinguishable: Exploring Structural Ambiguities via Geodesic Context

Qingan Yan, Long Yang, Ling Zhang, Chunxia Xiao

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

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

Dynamic Time-Of-Flight

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

Oral 1-1B  （口頭彙報 1-1 B）

Semantic Scene Completion From a Single Depth Image

Shuran Song, Fisher Yu, Andy Zeng, Angel X. Chang, Manolis Savva, Thomas Funkhouser

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

Andy Zeng, Shuran Song, Matthias Nießner, Matthew Fisher, Jianxiong Xiao, Thomas Funkhouser

Multi-View Supervision for Single-View Reconstruction via Differentiable Ray Consistency (PDF, project, code)

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

Tommaso Cavallari, Stuart Golodetz, Nicholas A. Lord, Julien Valentin, Luigi Di Stefano, Philip H. S. Torr

Low- & Mid-Level Vision

Spotlight 1-1C  （關注的焦點 1-1 C）

Designing Effective Inter-Pixel Information Flow for Natural Image Matting

Yağiz Aksoy, Tunç Ozan Aydin, Marc Pollefeys

Deep Video Deblurring for Hand-Held Cameras

Shuochen Su, Mauricio Delbracio, Jue Wang, Guillermo Sapiro, Wolfgang Heidrich, Oliver Wang

Instance-Level Salient Object Segmentation

Guanbin Li, Yuan Xie, Liang Lin, Yizhou Yu

Deep Multi-Scale Convolutional Neural Network for Dynamic Scene Deblurring

Seungjun Nah, Tae Hyun Kim, Kyoung Mu Lee

Diversified Texture Synthesis With Feed-Forward Networks

Yijun Li, Chen Fang, Jimei Yang, Zhaowen Wang, Xin Lu, Ming-Hsuan Yang

Radiometric Calibration for Internet Photo Collections (PDF)

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

Deeply Aggregated Alternating Minimization for Image Restoration

Youngjung Kim, Hyungjoo Jung, Dongbo Min, Kwanghoon Sohn

End-To-End Instance Segmentation With Recurrent Attention

Mengye Ren, Richard S. Zemel

Oral 1-1C

SRN: Side-output Residual Network for Object Symmetry Detection in the Wild

Wei Ke, Jie Chen, Jianbin Jiao, Guoying Zhao, Qixiang Ye

Deep Image Matting (PDF, abstract)

Ning Xu, Brian Price, Scott Cohen, Thomas Huang

Wetness and Color From a Single Multispectral Image

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

FC4: Fully Convolutional Color Constancy With Confidence-Weighted Pooling

Yuanming Hu, Baoyuan Wang, Stephen Lin

Poster 1-1

3D Computer Vision

Face Normals “In-The-Wild” Using Fully Convolutional Networks

George Trigeorgis, Patrick Snape, Iasonas Kokkinos, Stefanos Zafeiriou

A Non-Convex Variational Approach to Photometric Stereo Under Inaccurate Lighting

Yvain Quéau, Tao Wu, François Lauze, Jean-Denis Durou, Daniel Cremers

A Linear Extrinsic Calibration of Kaleidoscopic Imaging System From Single 3D Point

Kosuke Takahashi, Akihiro Miyata, Shohei Nobuhara, Takashi Matsuyama

Polarimetric Multi-View Stereo

Zhaopeng Cui, Jinwei Gu, Boxin Shi, Ping Tan, Jan Kautz

An Exact Penalty Method for Locally Convergent Maximum Consensus (PDF, code)

Huu Le, Tat-Jun Chin, David Suter

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

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

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

Zhuo Deng, Longin Jan Latecki

Analyzing Humans in Images

Transition Forests: Learning Discriminative Temporal Transitions for Action Recognition and Detection

Guillermo Garcia-Hernando, Tae-Kyun Kim

Scene Flow to Action Map: A New Representation for RGB-D Based Action Recognition With Convolutional Neural Networks

Pichao Wang, Wanqing Li, Zhimin Gao, Yuyao Zhang, Chang Tang, Philip Ogunbona

Detecting Masked Faces in the Wild With LLE-CNNs

Shiming Ge, Jia Li, Qiting Ye, Zhao Luo

A Domain Based Approach to Social Relation Recognition

Qianru Sun, Bernt Schiele, Mario Fritz

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

Junwu Weng, Chaoqun Weng, Junsong Yuan

Personalizing Gesture Recognition Using Hierarchical Bayesian Neural Networks

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

Applications

Real-Time 3D Model Tracking in Color and Depth on a Single CPU Core

Wadim Kehl, Federico Tombari, Slobodan Ilic, Nassir Navab

Multi-Scale FCN With Cascaded Instance Aware Segmentation for Arbitrary Oriented Word Spotting in the Wild

Dafang He, Xiao Yang, Chen Liang, Zihan Zhou, Alexander G. Ororbi II, Daniel Kifer, C. Lee Giles

Viraliency: Pooling Local Virality

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

Biomedical Image/Video Analysis

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

Lei Zhu, Chi-Wing Fu, Michael S. Brown, Pheng-Ann Heng

Image Motion & Tracking

Video Acceleration Magnification

Silvia L. Pintea, Yichao Zhang, Jan C. van Gemert

Superpixel-Based Tracking-By-Segmentation Using Markov Chains

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

BranchOut: Regularization for Online Ensemble Tracking With Convolutional Neural Networks

Bohyung Han, Jack Sim, Hartwig Adam

Learning Motion Patterns in Videos

Pavel Tokmakov, Karteek Alahari, Cordelia Schmid

Low- & Mid-Level Vision

Deep Level Sets for Salient Object Detection

Ping Hu, Bing Shuai, Jun Liu, Gang Wang

Binary Constraint Preserving Graph Matching

Bo Jiang, Jin Tang, Chris Ding, Bin Luo

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

Subeesh Vasu, A. N. Rajagopalan

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

Derya Akkaynak, Tali Treibitz, Tom Shlesinger, Yossi Loya, Raz Tamir, David Iluz

Robust Energy Minimization for BRDF-Invariant Shape From Light Fields

Zhengqin Li, Zexiang Xu, Ravi Ramamoorthi, Manmohan Chandraker

Boundary-Aware Instance Segmentation

Zeeshan Hayder, Xuming He, Mathieu Salzmann

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

S. Alireza Golestaneh, Lina J. Karam

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

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

FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence

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

Machine Learning

Learning by Association — A Versatile Semi-Supervised Training Method for Neural Networks

Philip Haeusser, Alexander Mordvintsev, Daniel Cremers

Dilated Residual Networks

Fisher Yu, Vladlen Koltun, Thomas Funkhouser

Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction

Richard Zhang, Phillip Isola, Alexei A. Efros

Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting

Mariano Tepper, Guillermo Sapiro

Truncated Max-Of-Convex Models

Pankaj Pansari, M. Pawan Kumar

Additive Component Analysis

Calvin Murdock, Fernando De la Torre

Subspace Clustering via Variance Regularized Ridge Regression

Zhao Kang, Chong Peng, Qiang Cheng

The Incremental Multiresolution Matrix Factorization Algorithm

Vamsi K. Ithapu, Risi Kondor, Sterling C. Johnson, Vikas Singh

Transformation-Grounded Image Generation Network for Novel 3D View Synthesis

Eunbyung Park, Jimei Yang, Ersin Yumer, Duygu Ceylan, Alexander C. Berg

Learning Dynamic Guidance for Depth Image Enhancement (PDF)

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

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

Shuang Ma, Jing Liu, Chang Wen Chen

Teaching Compositionality to CNNs

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

Using Ranking-CNN for Age Estimation

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

Accurate Single Stage Detector Using Recurrent Rolling Convolution

Jimmy Ren, Xiaohao Chen, Jianbo Liu, Wenxiu Sun, Jiahao Pang, Qiong Yan, Yu-Wing Tai, Li Xu

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

Chunpeng Wu, Wei Wen, Tariq Afzal, Yongmei Zhang, Yiran Chen, Hai (Helen) Li

The Impact of Typicality for Informative Representative Selection

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

Infinite Variational Autoencoder for Semi-Supervised Learning

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

SurfNet: Generating 3D Shape Surfaces Using Deep Residual Networks

Ayan Sinha, Asim Unmesh, Qixing Huang, Karthik Ramani

Intrinsic Grassmann Averages for Online Linear and Robust Subspace Learning

Rudrasis Chakraborty, Søren Hauberg, Baba C. Vemuri

Variational Bayesian Multiple Instance Learning With Gaussian Processes

Manuel Haußmann, Fred A. Hamprecht, Melih Kandemir

Temporal Attention-Gated Model for Robust Sequence Classification

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

Non-Uniform Subset Selection for Active Learning in Structured Data

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

Colorization as a Proxy Task for Visual Understanding

Gustav Larsson, Michael Maire, Gregory Shakhnarovich

Shading Annotations in the Wild

Balazs Kovacs, Sean Bell, Noah Snavely, Kavita Bala

LCNN: Lookup-Based Convolutional Neural Network

Hessam Bagherinezhad, Mohammad Rastegari, Ali Farhadi

Object Recognition & Scene Understanding ( 目標檢測、場景理解)

Physics Inspired Optimization on Semantic Transfer Features: An Alternative Method for Room Layout Estimation

Hao Zhao, Ming Lu, Anbang Yao, Yiwen Guo, Yurong Chen, Li Zhang

Pixelwise Instance Segmentation With a Dynamically Instantiated Network

Anurag Arnab, Philip H. S. Torr

Object Detection in Videos With Tubelet Proposal Networks

Kai Kang, Hongsheng Li, Tong Xiao, Wanli Ouyang, Junjie Yan, Xihui Liu, Xiaogang Wang

AMVH: Asymmetric Multi-Valued Hashing

Cheng Da, Shibiao Xu, Kun Ding, Gaofeng Meng, Shiming Xiang, Chunhong Pan

Spindle Net: Person Re-Identification With Human Body Region Guided Feature Decomposition and Fusion

Haiyu Zhao, Maoqing Tian, Shuyang Sun, Jing Shao, Junjie Yan, Shuai Yi, Xiaogang Wang, Xiaoou Tang

Deep Visual-Semantic Quantization for Efficient Image Retrieval

Yue Cao, Mingsheng Long, Jianmin Wang, Shichen Liu

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

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

Feature Pyramid Networks for Object Detection

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

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

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

StyleNet: Generating Attractive Visual Captions With Styles

Chuang Gan, Zhe Gan, Xiaodong He, Jianfeng Gao, Li Deng

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

Leonid Karlinsky, Joseph Shtok, Yochay Tzur, Asaf Tzadok

Improving Interpretability of Deep Neural Networks With Semantic Information

Yinpeng Dong, Hang Su, Jun Zhu, Bo Zhang

Video Captioning With Transferred Semantic Attributes

Yingwei Pan, Ting Yao, Houqiang Li, Tao Mei

Fast Boosting Based Detection Using Scale Invariant Multimodal Multiresolution Filtered Features

Arthur Daniel Costea, Robert Varga, Sergiu Nedevschi

Video Analytics  （視訊分析）

Temporal Convolutional Networks for Action Segmentation and Detection

Colin Lea, Michael D. Flynn, René Vidal, Austin Reiter, Gregory D. Hager

Surveillance Video Parsing With Single Frame Supervision

Si Liu, Changhu Wang, Ruihe Qian, Han Yu, Renda Bao, Yao Sun

Weakly Supervised Actor-Action Segmentation via Robust Multi-Task Ranking

Yan Yan, Chenliang Xu, Dawen Cai, Jason J. Corso

Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos

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

Zero-Shot Action Recognition With Error-Correcting Output Codes

Jie Qin, Li Liu, Ling Shao, Fumin Shen, Bingbing Ni, Jiaxin Chen, Yunhong Wang

Enhancing Video Summarization via Vision-Language Embedding

Bryan A. Plummer, Matthew Brown, Svetlana Lazebnik

Synthesizing Dynamic Patterns by Spatial-Temporal Generative ConvNet

Jianwen Xie, Song-Chun Zhu, Ying Nian Wu

Object Recognition & Scene Understanding - Computer Vision & Language

( 目標檢測、場景理解—— 計算機視覺 & 語言)

Discriminative Bimodal Networks for Visual Localization and Detection With Natural Language Queries

Yuting Zhang, Luyao Yuan, Yijie Guo, Zhiyuan He, I-An Huang, Honglak Lee

Automatic Understanding of Image and Video Advertisements

Zaeem Hussain, Mingda Zhang, Xiaozhong Zhang, Keren Ye, Christopher Thomas, Zuha Agha, Nathan Ong, Adriana Kovashka

Deep Sketch Hashing: Fast Free-Hand Sketch-Based Image Retrieval

Li Liu, Fumin Shen, Yuming Shen, Xianglong Liu, Ling Shao

Discover and Learn New Objects From Documentaries

Kai Chen, Hang Song, Chen Change Loy, Dahua Lin

Spatial-Semantic Image Search by Visual Feature Synthesis

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

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

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

Semantic Compositional Networks for Visual Captioning

Zhe Gan, Chuang Gan, Xiaodong He, Yunchen Pu, Kenneth Tran, Jianfeng Gao, Lawrence Carin, Li Deng

Training Object Class Detectors With Click Supervision

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

Oral 1-2A

Deep Reinforcement Learning-Based Image Captioning With Embedding Reward

Zhou Ren, Xiaoyu Wang, Ning Zhang, Xutao Lv, Li-Jia Li

From Red Wine to Red Tomato: Composition With Context

Ishan Misra, Abhinav Gupta, Martial Hebert

Captioning Images With Diverse Objects

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

Self-Critical Sequence Training for Image Captioning

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

Analyzing Humans 1

Spotlight 1-2B

Crossing Nets: Combining GANs and VAEs With a Shared Latent Space for Hand Pose Estimation

Chengde Wan, Thomas Probst, Luc Van Gool, Angela Yao

Predicting Behaviors of Basketball Players From First Person Videos

Shan Su, Jung Pyo Hong, Jianbo Shi, Hyun Soo Park

LCR-Net: Localization-Classification-Regression for Human Pose

Grégory Rogez, Philippe Weinzaepfel, Cordelia Schmid

Learning Residual Images for Face Attribute Manipulation

Wei Shen, Rujie Liu

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

Jin Sun, David W. Jacobs

Deep Learning on Lie Groups for Skeleton-Based Action Recognition

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

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

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

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

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

Oral 1-2B

Weakly Supervised Action Learning With RNN Based Fine-To-Coarse Modeling

Alexander Richard, Hilde Kuehne, Juergen Gall

Disentangled Representation Learning GAN for Pose-Invariant Face Recognition

Luan Tran, Xi Yin, Xiaoming Liu

ArtTrack: Articulated Multi-Person Tracking in the Wild

Eldar Insafutdinov, Mykhaylo Andriluka, Leonid Pishchulin, Siyu Tang, Evgeny Levinkov, Bjoern Andres, Bernt Schiele

Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields (PDF, code)

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

Image Motion & Tracking; Video Analysis （影象運動與追蹤；視訊分析）

Spotlight 1-2C

Template Matching With Deformable Diversity Similarity

Itamar Talmi, Roey Mechrez, Lihi Zelnik-Manor

Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-Identification

Weihua Chen, Xiaotang Chen, Jianguo Zhang, Kaiqi Huang

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

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

Bidirectional Multirate Reconstruction for Temporal Modeling in Videos

Linchao Zhu, Zhongwen Xu, Yi Yang

Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning

Sangdoo Yun, Jongwon Choi, Youngjoon Yoo, Kimin Yun, Jin Young Choi

TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering

Yunseok Jang, Yale Song, Youngjae Yu, Youngjin Kim, Gunhee Kim

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

Yu-Chuan Su, Kristen Grauman

Unsupervised Adaptive Re-Identification in Open World Dynamic Camera Networks

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

Oral 1-2C

Context-Aware Correlation Filter Tracking

Matthias Mueller, Neil Smith, Bernard Ghanem

Deep 360 Pilot: Learning a Deep Agent for Piloting Through 360° Sports Videos

Hou-Ning Hu, Yen-Chen Lin, Ming-Yu Liu, Hsien-Tzu Cheng, Yung-Ju Chang, Min Sun

Slow Flow: Exploiting High-Speed Cameras for Accurate and Diverse Optical Flow Reference Data

Joel Janai, Fatma Güney, Jonas Wulff, Michael J. Black, Andreas Geiger

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

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

Poster 1-2

3D Computer Vision

Exploiting 2D Floorplan for Building-Scale Panorama RGBD Alignment

Erik Wijmans, Yasutaka Furukawa

A Combinatorial Solution to Non-Rigid 3D Shape-To-Image Matching

Florian Bernard, Frank R. Schmidt, Johan Thunberg, Daniel Cremers

NID-SLAM: Robust Monocular SLAM Using Normalised Information Distance

Geoffrey Pascoe, Will Maddern, Michael Tanner, Pedro Piniés, Paul Newman

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

Patrick Knöbelreiter, Christian Reinbacher, Alexander Shekhovtsov, Thomas Pock

Learning Shape Abstractions by Assembling Volumetric Primitives (PDF, project, code)

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

Locality-Sensitive Deconvolution Networks With Gated Fusion for RGB-D Indoor Semantic Segmentation

Yanhua Cheng, Rui Cai, Zhiwei Li, Xin Zhao, Kaiqi Huang

Acquiring Axially-Symmetric Transparent Objects Using Single-View Transmission Imaging (PDF)

Jaewon Kim, Ilya Reshetouski, Abhijeet Ghosh

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

Anh Tuấn Trần, Tal Hassner, Iacopo Masi, Gérard Medioni

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

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

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

Antonio Agudo, Francesc Moreno-Noguer

Analyzing Humans in Images

Finding Tiny Faces

Peiyun Hu, Deva Ramanan

Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Network

Jinwei Gu, Xiaodong Yang, Shalini De Mello, Jan Kautz

Deep Temporal Linear Encoding Networks

Ali Diba, Vivek Sharma, Luc Van Gool

Joint Registration and Representation Learning for Unconstrained Face Identification (PDF)

3D Human Pose Estimation From a Single Image via Distance Matrix Regression

Francesc Moreno-Noguer

One-Shot Metric Learning for Person Re-Identification

Slawomir BÄ…k, Peter Carr

Generalized Rank Pooling for Activity Recognition

Anoop Cherian, Basura Fernando, Mehrtash Harandi, Stephen Gould

Deep Representation Learning for Human Motion Prediction and Classification

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

Interspecies Knowledge Transfer for Facial Keypoint Detection

Maheen Rashid, Xiuye Gu, Yong Jae Lee

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

Runpeng Cui, Hu Liu, Changshui Zhang

Applications

Modeling Sub-Event Dynamics in First-Person Action Recognition

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

Computational Photography

Turning an Urban Scene Video Into a Cinemagraph

Hang Yan, Yebin Liu, Yasutaka Furukawa

Light Field Reconstruction Using Deep Convolutional Network on EPI

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

Image Motion & Tracking  （目標追蹤）

FlowNet 2.0: Evolution of Optical Flow Estimation With Deep Networks

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

Low- & Mid-Level Vision

Attention-Aware Face Hallucination via Deep Reinforcement Learning

Qingxing Cao, Liang Lin, Yukai Shi, Xiaodan Liang, Guanbin Li

Simple Does It: Weakly Supervised Instance and Semantic Segmentation

Anna Khoreva, Rodrigo Benenson, Jan Hosang, Matthias Hein, Bernt Schiele

Anti-Glare: Tightly Constrained Optimization for Eyeglass Reflection Removal

Tushar Sandhan, Jin Young Choi

Deep Joint Rain Detection and Removal From a Single Image

Wenhan Yang, Robby T. Tan, Jiashi Feng, Jiaying Liu, Zongming Guo, Shuicheng Yan

Radiometric Calibration From Faces in Images

Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi

Webly Supervised Semantic Segmentation

Bin Jin, Maria V. Ortiz Segovia, Sabine Süsstrunk

Removing Rain From Single Images via a Deep Detail Network

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

Deep Crisp Boundaries

Yupei Wang, Xin Zhao, Kaiqi Huang

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

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

Large Kernel Matters — Improve Semantic Segmentation by Global Convolutional Network

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

Single Image Reflection Suppression

Nikolaos Arvanitopoulos, Radhakrishna Achanta, Sabine Süsstrunk

CASENet: Deep Category-Aware Semantic Edge Detection

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

Reflectance Adaptive Filtering Improves Intrinsic Image Estimation

Thomas Nestmeyer, Peter V. Gehler

Machine Learning

Conditional Similarity Networks

Andreas Veit, Serge Belongie, Theofanis Karaletsos

Spatially Adaptive Computation Time for Residual Networks

Michael Figurnov, Maxwell D. Collins, Yukun Zhu, Li Zhang, Jonathan Huang, Dmitry Vetrov, Ruslan Salakhutdinov

Xception: Deep Learning With Depthwise Separable Convolutions

François Chollet

Feedback Networks

Amir R. Zamir, Te-Lin Wu, Lin Sun, William B. Shen, Bertram E. Shi, Jitendra Malik, Silvio Savarese

Online Summarization via Submodular and Convex Optimization

Ehsan Elhamifar, M. Clara De Paolis Kaluza

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, Céline Teulière, Thierry Chateau

Improving Pairwise Ranking for Multi-Label Image Classification

Yuncheng Li, Yale Song, Jiebo Luo

Active Convolution: Learning the Shape of Convolution for Image Classification

Yunho Jeon, Junmo Kim

Linking Image and Text With 2-Way Nets

Aviv Eisenschtat, Lior Wolf

Stacked Generative Adversarial Networks

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

Image Splicing Detection via Camera Response Function Analysis

Can Chen, Scott McCloskey, Jingyi Yu

Building a Regular Decision Boundary With Deep Networks

Edouard Oyallon

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

Xuanyi Dong, Junshi Huang, Yi Yang, Shuicheng Yan

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

Evgeny Levinkov, Jonas Uhrig, Siyu Tang, Mohamed Omran, Eldar Insafutdinov, Alexander Kirillov, Carsten Rother, Thomas Brox, Bernt Schiele, Bjoern Andres

Scale-Aware Face Detection

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

Deep Unsupervised Similarity Learning Using Partially Ordered Sets

Miguel A. Bautista, Artsiom Sanakoyeu, Björn Ommer

Generative Hierarchical Learning of Sparse FRAME Models

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

Object Recognition & Scene Understanding

Generating Holistic 3D Scene Abstractions for Text-Based Image Retrieval

Ang Li, Jin Sun, Joe Yue-Hei Ng, Ruichi Yu, Vlad I. Morariu, Larry S. Davis

Perceptual Generative Adversarial Networks for Small Object Detection

Emotion Recognition in Context (PDF, supplementary material)

Deep Learning of Human Visual Sensitivity in Image Quality Assessment Framework

Jongyoo Kim, Sanghoon Lee

Dense Captioning With Joint Inference and Visual Context

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

CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Li Fei-Fei, C. Lawrence Zitnick, Ross Girshick

Cross-View Image Matching for Geo-Localization in Urban Environments

Yicong Tian, Chen Chen, Mubarak Shah

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

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

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

Lluis Gomez, Yash Patel, Marçal Rusiñol, Dimosthenis Karatzas, C. V. Jawahar

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

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

Semantically Consistent Regularization for Zero-Shot Recognition

Pedro Morgado, Nuno Vasconcelos

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

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

Video Analytics

Self-Learning Scene-Specific Pedestrian Detectors Using a Progressive Latent Model

Qixiang Ye, Tianliang Zhang, Wei Ke, Qiang Qiu, Jie Chen, Guillermo Sapiro, Baochang Zhang

Predictive-Corrective Networks for Action Detection (project, abstract, PDF)

Budget-Aware Deep Semantic Video Segmentation

Behrooz Mahasseni, Sinisa Todorovic, Alan Fern

Unified Embedding and Metric Learning for Zero-Exemplar Event Detection

Noureldien Hussein, Efstratios Gavves, Arnold W.M. Smeulders

Spatiotemporal Pyramid Network for Video Action Recognition

Yunbo Wang, Mingsheng Long, Jianmin Wang, Philip S. Yu

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

Zhanning Gao, Gang Hua, Dongqing Zhang, Nebojsa Jojic, Le Wang, Jianru Xue, Nanning Zheng

FusionSeg: Learning to Combine Motion and Appearance for Fully Automatic Segmentation of Generic Objects in Videos

Suyog Dutt Jain, Bo Xiong, Kristen Grauman

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

Aidean Sharghi, Jacob S. Laurel, Boqing Gong

Flexible Spatio-Temporal Networks for Video Prediction

Chaochao Lu, Michael Hirsch, Bernhard Schölkopf

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

Konstantinos Papoutsakis, Costas Panagiotakis, Antonis A. Argyros

Machine Learning 2

Spotlight 2-1A

Dual Attention Networks for Multimodal Reasoning and Matching

Hyeonseob Nam, Jung-Woo Ha, Jeonghee Kim

DESIRE: Distant Future Prediction in Dynamic Scenes With Interacting Agents

Namhoon Lee, Wongun Choi, Paul Vernaza, Christopher B. Choy, Philip H. S. Torr, Manmohan Chandraker

Interpretable Structure-Evolving LSTM

Xiaodan Liang, Liang Lin, Xiaohui Shen, Jiashi Feng, Shuicheng Yan, Eric P. Xing

ShapeOdds: Variational Bayesian Learning of Generative Shape Models

Shireen Elhabian, Ross Whitaker

Fast Video Classification via Adaptive Cascading of Deep Models

Haichen Shen, Seungyeop Han, Matthai Philipose, Arvind Krishnamurthy

Deep Metric Learning via Facility Location

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

Semi-Supervised Deep Learning for Monocular Depth Map Prediction

Yevhen Kuznietsov, Jörg Stückler, Bastian Leibe

Weakly Supervised Semantic Segmentation Using Web-Crawled Videos

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

Oral 2-1A

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

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

Learning From Simulated and Unsupervised Images Through Adversarial Training

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

Inverse Compositional Spatial Transformer Networks

Chen-Hsuan Lin, Simon Lucey

Densely Connected Convolutional Networks

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

Computational Photography

Spotlight 2-1B

Visual Dialog

Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav, José M. F. Moura, Devi Parikh, Dhruv Batra

Video Frame Interpolation via Adaptive Convolution

Simon Niklaus, Long Mai, Feng Liu

FastMask: Segment Multi-Scale Object Candidates in One Shot

Hexiang Hu, Shiyi Lan, Yuning Jiang, Zhimin Cao, Fei Sha

Reconstructing Transient Images From Single-Photon Sensors

Matthew O'Toole, Felix Heide, David B. Lindell, Kai Zang, Steven Diamond, Gordon Wetzstein

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

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

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

Ryusuke Sagawa, Yutaka Satoh

Photorealistic Facial Texture Inference Using Deep Neural Networks

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

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

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

Oral 2-1B

Unrolling the Shutter: CNN to Correct Motion Distortions

Vijay Rengarajan, Yogesh Balaji, A. N. Rajagopalan

Light Field Blind Motion Deblurring

Pratul P. Srinivasan, Ren Ng, Ravi Ramamoorthi

Computational Imaging on the Electric Grid

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

Deep Outdoor Illumination Estimation

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

3D Vision 2

Spotlight 2-1C

Efficient Solvers for Minimal Problems by Syzygy-Based Reduction

Viktor Larsson, Kalle Åström, Magnus Oskarsson

HSfM: Hybrid Structure-from-Motion

Hainan Cui, Xiang Gao, Shuhan Shen, Zhanyi Hu

Efficient Global Point Cloud Alignment Using Bayesian Nonparametric Mixtures

Julian Straub, Trevor Campbell, Jonathan P. How, John W. Fisher III

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, Amit Singer, Ronen Basri

IM2CAD

Hamid Izadinia, Qi Shan, Steven M. Seitz

ScanNet: Richly-Annotated 3D Reconstructions of Indoor Scenes

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

Noise Robust Depth From Focus Using a Ring Difference Filter

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

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

Luis G. Sanchez Giraldo, Erion Hasanbelliu, Murali Rao, Jose C. Principe

Oral 2-1C

A Point Set Generation Network for 3D Object Reconstruction From a Single Image

Haoqiang Fan, Hao Su, Leonidas J. Guibas

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

Gil Elbaz, Tamar Avraham, Anath Fischer

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

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

DSAC - Differentiable RANSAC for Camera Localization (PDF, code, project)

Eric Brachmann, Alexander Krull, Sebastian Nowozin, Jamie Shotton, Frank Michel, Stefan Gumhold, Carsten Rother

Poster 2-1

3D Computer Vision

Scalable Surface Reconstruction From Point Clouds With Extreme Scale and Density Diversity

Christian Mostegel, Rudolf Prettenthaler, Friedrich Fraundorfer, Horst Bischof

Synthesizing 3D Shapes via Modeling Multi-View Depth Maps and Silhouettes Wi