ICCV 2017

621 papers

Going Unconstrained With Rolling Shutter Deblurring

Mahesh Mohan M. R., A. N. Rajagopalan, Gunasekaran Seetharaman

A Joint Intrinsic-Extrinsic Prior Model for Retinex

Bolun Cai, Xianming Xu, Kailing Guo, Kui Jia, Bin Hu

Towards Large-Pose Face Frontalization in the Wild

Xi Yin, Xiang Yu, Kihyuk Sohn, Xiaoming Liu, Manmohan Chandraker

Faster Than Real-Time Facial Alignment: A 3D Spatial Transformer Network Approach in Unconstrained Poses

Chandrasekhar Bhagavatula, Chenchen Zhu, Khoa Luu, Marios Savvides

Recognition of Action Units in the Wild With Deep Nets and a New Global-Local Loss

C. Fabian Benitez-Quiroz, Yan Wang, Aleix M. Martinez

Pose-Driven Deep Convolutional Model for Person Re-Identification

Chi Su, Jianing Li, Shiliang Zhang, Junliang Xing, Wen Gao

Deep Facial Action Unit Recognition From Partially Labeled Data

Shan Wu, Shangfei Wang, Bowen Pan, Qiang Ji

Learning to Fuse 2D and 3D Image Cues for Monocular Body Pose Estimation

Bugra Tekin, Pablo Márquez-Neila, Mathieu Salzmann, Pascal Fua

Attention-Aware Deep Reinforcement Learning for Video Face Recognition

Yongming Rao, Jiwen Lu, Jie Zhou

Benchmarking Single-Image Reflection Removal Algorithms

Renjie Wan, Boxin Shi, Ling-Yu Duan, Ah-Hwee Tan, Alex C. Kot

Space-Time Localization and Mapping

Minhaeng Lee, Charless C. Fowlkes

Stereo DSO: Large-Scale Direct Sparse Visual Odometry With Stereo Cameras

Rui Wang, Martin Schworer, Daniel Cremers

From Point Clouds to Mesh Using Regression

Lubor Ladicky, Olivier Saurer, SoHyeon Jeong, Fabio Maninchedda, Marc Pollefeys

Dense Non-Rigid Structure-From-Motion and Shading With Unknown Albedos

Mathias Gallardo, Toby Collins, Adrien Bartoli

Low Compute and Fully Parallel Computer Vision With HashMatch

Sean Ryan Fanello, Julien Valentin, Adarsh Kowdle, Christoph Rhemann, Vladimir Tankovich

Efficient Global Illumination for Morphable Models

Andreas Schneider, Sandro Schonborn, Lavrenti Frobeen, Bernhard Egger, Thomas Vetter

Pose Guided RGBD Feature Learning for 3D Object Pose Estimation

Vassileios Balntas, Andreas Doumanoglou, Caner Sahin, Juil Sock, Rigas Kouskouridas

Parameter-Free Lens Distortion Calibration of Central Cameras

Filippo Bergamasco, Luca Cosmo, Andrea Gasparetto, Andrea Albarelli, Andrea Torsello

Modeling Urban Scenes From Pointclouds

William Nguatem, Helmut Mayer

BB8: A Scalable, Accurate, Robust to Partial Occlusion Method for Predicting the 3D Poses of Challenging Objects Without Using Depth

Mahdi Rad, Vincent Lepetit

Semantically Informed Multiview Surface Refinement

Maros Blaha, Mathias Rothermel, Martin R. Oswald, Torsten Sattler, Audrey Richard

Towards More Accurate Iris Recognition Using Deeply Learned Spatially Corresponding Features

Zijing Zhao, Ajay Kumar

SVDNet for Pedestrian Retrieval

Yifan Sun, Liang Zheng, Weijian Deng, Shengjin Wang

Synergy Between Face Alignment and Tracking via Discriminative Global Consensus Optimization

Muhammad Haris Khan, John McDonagh, Georgios Tzimiropoulos

Learning Discriminative Aggregation Network for Video-Based Face Recognition

Yongming Rao, Ji Lin, Jiwen Lu, Jie Zhou

Recursive Spatial Transformer (ReST) for Alignment-Free Face Recognition

Wanglong Wu, Meina Kan, Xin Liu, Yi Yang, Shiguang Shan

Egocentric Gesture Recognition Using Recurrent 3D Convolutional Neural Networks With Spatiotemporal Transformer Modules

Congqi Cao, Yifan Zhang, Yi Wu, Hanqing Lu, Jian Cheng

Unlabeled Samples Generated by GAN Improve the Person Re-Identification Baseline in Vitro

Zhedong Zheng, Liang Zheng, Yi Yang

Attribute-Enhanced Face Recognition With Neural Tensor Fusion Networks

Guosheng Hu, Yang Hua, Yang Yuan, Zhihong Zhang, Zheng Lu

Temporal Non-Volume Preserving Approach to Facial Age-Progression and Age-Invariant Face Recognition

Chi Nhan Duong, Kha Gia Quach, Khoa Luu, Ngan Le, Marios Savvides

RPAN: An End-To-End Recurrent Pose-Attention Network for Action Recognition in Videos

Wenbin Du, Yali Wang, Yu Qiao

MoFA: Model-Based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction

Ayush Tewari, Michael Zollhöfer, Hyeongwoo Kim, Pablo Garrido, Florian Bernard

Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment With Limited Resources

Adrian Bulat, Georgios Tzimiropoulos

First-Person Activity Forecasting With Online Inverse Reinforcement Learning

Nicholas Rhinehart, Kris M. Kitani

Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images

Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz

Fast Face-Swap Using Convolutional Neural Networks

Iryna Korshunova, Wenzhe Shi, Joni Dambre, Lucas Theis

FCN-rLSTM: Deep Spatio-Temporal Neural Networks for Vehicle Counting in City Cameras

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

Weakly Supervised Summarization of Web Videos

Rameswar Panda, Abir Das, Ziyan Wu, Jan Ernst, Amit K. Roy-Chowdhury

Leveraging Weak Semantic Relevance for Complex Video Event Classification

CHAO LI, Jiewei Cao, Zi Huang, LEI ZHU, Heng Tao Shen

Online Real-Time Multiple Spatiotemporal Action Localisation and Prediction

Gurkirt Singh, Suman Saha, Michael Sapienza, Philip H. S. Torr, Fabio Cuzzolin

TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals

Jiyang Gao, Zhenheng Yang, Kan Chen, Chen Sun, Ram Nevatia

Joint Detection and Recounting of Abnormal Events by Learning Deep Generic Knowledge

Ryota Hinami, Tao Mei, Shin'ichi Satoh

Temporal Superpixels Based on Proximity-Weighted Patch Matching

Se-Ho Lee, Won-Dong Jang, Chang-Su Kim

CDTS: Collaborative Detection, Tracking, and Segmentation for Online Multiple Object Segmentation in Videos

Yeong Jun Koh, Chang-Su Kim

Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses

Christian Rupprecht, Iro Laina, Robert DiPietro, Maximilian Baust, Federico Tombari

PUnDA: Probabilistic Unsupervised Domain Adaptation for Knowledge Transfer Across Visual Categories

Behnam Gholami, Ognjen (Oggi) Rudovic, Vladimir Pavlovic

Learning Robust Visual-Semantic Embeddings

Yao-Hung Hubert Tsai, Liang-Kang Huang, Ruslan Salakhutdinov

Guided Perturbations: Self-Corrective Behavior in Convolutional Neural Networks

Swami Sankaranarayanan, Arpit Jain, Ser Nam Lim

Predictor Combination at Test Time

Kwang In Kim, James Tompkin, Christian Richardt

Curriculum Dropout

Pietro Morerio, Jacopo Cavazza, Riccardo Volpi, René Vidal, Vittorio Murino

Two-Phase Learning for Weakly Supervised Object Localization

Dahun Kim, Donghyeon Cho, Donggeun Yoo, In So Kweon

Hide-And-Seek: Forcing a Network to Be Meticulous for Weakly-Supervised Object and Action Localization

Krishna Kumar Singh, Yong Jae Lee

Aesthetic Critiques Generation for Photos

Kuang-Yu Chang, Kung-Hung Lu, Chu-Song Chen

Adaptive Feeding: Achieving Fast and Accurate Detections by Adaptively Combining Object Detectors

Hong-Yu Zhou, Bin-Bin Gao, Jianxin Wu

SGN: Sequential Grouping Networks for Instance Segmentation

Shu Liu, Jiaya Jia, Sanja Fidler, Raquel Urtasun

Multi-Label Learning of Part Detectors for Heavily Occluded Pedestrian Detection

Chunluan Zhou, Junsong Yuan

Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning

Soravit Changpinyo, Wei-Lun Chao, Fei Sha

Deep Globally Constrained MRFs for Human Pose Estimation

Ioannis Marras, Petar Palasek, Ioannis Patras

Large-Scale Image Retrieval With Attentive Deep Local Features

Hyeonwoo Noh, Andre Araujo, Jack Sim, Tobias Weyand, Bohyung Han

Monocular 3D Human Pose Estimation by Predicting Depth on Joints

Bruce Xiaohan Nie, Ping Wei, Song-chun Zhu

DeepRoadMapper: Extracting Road Topology From Aerial Images

Gellert Mattyus, Wenjie Luo, Raquel Urtasun

Interpretable Explanations of Black Boxes by Meaningful Perturbation

Ruth C. Fong, Andrea Vedaldi

Learning to Disambiguate by Asking Discriminative Questions

Yining Li, Chen Huang, Xiaoou Tang, Chen Change Loy

Generative Adversarial Networks Conditioned by Brain Signals

Simone Palazzo, Concetto Spampinato, Isaak Kavasidis, Daniela Giordano, Mubarak Shah

Incremental Learning of Object Detectors Without Catastrophic Forgetting

Konstantin Shmelkov, Cordelia Schmid, Karteek Alahari

Single Image Action Recognition Using Semantic Body Part Actions

Zhichen Zhao, Huimin Ma, Shaodi You

Weakly Supervised Object Localization Using Things and Stuff Transfer

Miaojing Shi, Holger Caesar, Vittorio Ferrari

A Two-Streamed Network for Estimating Fine-Scaled Depth Maps From Single RGB Images

Jun Li, Reinhard Klein, Angela Yao

Recurrent Topic-Transition GAN for Visual Paragraph Generation

Xiaodan Liang, Zhiting Hu, Hao Zhang, Chuang Gan, Eric P. Xing

Robust Kronecker-Decomposable Component Analysis for Low-Rank Modeling

Mehdi Bahri, Yannis Panagakis, Stefanos Zafeiriou

What Will Happen Next? Forecasting Player Moves in Sports Videos

Panna Felsen, Pulkit Agrawal, Jitendra Malik

The Pose Knows: Video Forecasting by Generating Pose Futures

Jacob Walker, Kenneth Marino, Abhinav Gupta, Martial Hebert

Beyond Standard Benchmarks: Parameterizing Performance Evaluation in Visual Object Tracking

Luka Cehovin Zajc, Alan Lukežič, Ales Leonardis, Matej Kristan

DeepCD: Learning Deep Complementary Descriptors for Patch Representations

Tsun-Yi Yang, Jo-Han Hsu, Yen-yu Lin, Yung-Yu Chuang

Low-Rank Tensor Completion: A Pseudo-Bayesian Learning Approach

Wei Chen, Nan Song

Misalignment-Robust Joint Filter for Cross-Modal Image Pairs

Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi

Non-Uniform Blind Deblurring by Reblurring

Yuval Bahat, Netalee Efrat, Michal Irani

DSLR-Quality Photos on Mobile Devices With Deep Convolutional Networks

Andrey Ignatov, Nikolay Kobyshev, Radu Timofte, Kenneth Vanhoey, Luc Van Gool

Learning Visual Attention to Identify People With Autism Spectrum Disorder

Ming Jiang, Qi Zhao

High-Quality Correspondence and Segmentation Estimation for Dual-Lens Smart-Phone Portraits

Xiaoyong Shen, Hongyun Gao, Xin Tao, Chao Zhou, Jiaya Jia

Revisiting Cross-Channel Information Transfer for Chromatic Aberration Correction

Tiancheng Sun, Yifan Peng, Wolfgang Heidrich

A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing

Qingnan Fan, Jiaolong Yang, Gang Hua, Baoquan Chen, David Wipf

Semantic Line Detection and Its Applications

Jun-Tae Lee, Han-Ul Kim, Chul Lee, Chang-Su Kim

Deeply-Learned Part-Aligned Representations for Person Re-Identification

Liming Zhao, Xi Li, Yueting Zhuang, Jingdong Wang

Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos

Kihyuk Sohn, Sifei Liu, Guangyu Zhong, Xiang Yu, Ming-Hsuan Yang

Pose-Invariant Face Alignment With a Single CNN

Amin Jourabloo, Mao Ye, Xiaoming Liu, Liu Ren

DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding

Dieu Linh Tran, Robert Walecki, Ognjen (Oggi) Rudovic, Stefanos Eleftheriadis, Björn Schuller

A Novel Space-Time Representation on the Positive Semidefinite Cone for Facial Expression Recognition

Anis Kacem, Mohamed Daoudi, Boulbaba Ben Amor, Juan Carlos Alvarez-Paiva

Detecting Faces Using Inside Cascaded Contextual CNN

Kaipeng Zhang, Zhanpeng Zhang, Hao Wang, Zhifeng Li, Yu Qiao

A Microfacet-Based Reflectance Model for Photometric Stereo With Highly Specular Surfaces

Lixiong Chen, Yinqiang Zheng, Boxin Shi, Art Subpa-asa, Imari Sato

Filter Selection for Hyperspectral Estimation

Boaz Arad, Ohad Ben-Shahar

Monocular Free-Head 3D Gaze Tracking With Deep Learning and Geometry Constraints

Wangjiang Zhu, Haoping Deng

Detailed Surface Geometry and Albedo Recovery From RGB-D Video Under Natural Illumination

Xinxin Zuo, Sen Wang, Jiangbin Zheng, Ruigang Yang

Robust Hand Pose Estimation During the Interaction With an Unknown Object

Chiho Choi, Sang Ho Yoon, Chin-Ning Chen, Karthik Ramani

Intrinsic3D: High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization With Spatially-Varying Lighting

Robert Maier, Kihwan Kim, Daniel Cremers, Jan Kautz, Matthias Niessner

Learning Hand Articulations by Hallucinating Heat Distribution

Chiho Choi, Sangpil Kim, Karthik Ramani

Multi-View Dynamic Shape Refinement Using Local Temporal Integration

Vincent Leroy, Jean-Sebastien Franco, Edmond Boyer

A 3D Morphable Model of Craniofacial Shape and Texture Variation

Hang Dai, Nick Pears, William A. P. Smith, Christian Duncan

Probabilistic Structure From Motion With Objects (PSfMO)

Paul Gay, Cosimo Rubino, Vaibhav Bansal, Alessio Del Bue

A Spatiotemporal Oriented Energy Network for Dynamic Texture Recognition

Isma Hadji, Richard P. Wildes