ICCV 2019

1,075 papers

Order-Aware Generative Modeling Using the 3D-Craft Dataset

Zhuoyuan Chen, Demi Guo, Tong Xiao, Saining Xie, Xinlei Chen

Exploring Overall Contextual Information for Image Captioning in Human-Like Cognitive Style

Hongwei Ge, Zehang Yan, Kai Zhang, Mingde Zhao, Liang Sun

SC-FEGAN: Face Editing Generative Adversarial Network With User's Sketch and Color

Youngjoo Jo, Jongyoul Park

The Sound of Motions

Hang Zhao, Chuang Gan, Wei-Chiu Ma, Antonio Torralba

Exploiting Temporal Consistency for Real-Time Video Depth Estimation

Haokui Zhang, Chunhua Shen, Ying Li, Yuanzhouhan Cao, Yu Liu

Topological Map Extraction From Overhead Images

Zuoyue Li, Jan Dirk Wegner, Aurelien Lucchi

Memorizing Normality to Detect Anomaly: Memory-Augmented Deep Autoencoder for Unsupervised Anomaly Detection

Dong Gong, Lingqiao Liu, Vuong Le, Budhaditya Saha, Moussa Reda Mansour

Generative Adversarial Minority Oversampling

Sankha Subhra Mullick, Shounak Datta, Swagatam Das

Variational Few-Shot Learning

Jian Zhang, Chenglong Zhao, Bingbing Ni, Minghao Xu, Xiaokang Yang

PLMP - Point-Line Minimal Problems in Complete Multi-View Visibility

Timothy Duff, Kathlén Kohn, Anton Leykin, Tomas Pajdla

A Quaternion-Based Certifiably Optimal Solution to the Wahba Problem With Outliers

Heng Yang, Luca Carlone

An Efficient Solution to the Homography-Based Relative Pose Problem With a Common Reference Direction

Yaqing Ding, Jian Yang, Jean Ponce, Hui Kong

Quasi-Globally Optimal and Efficient Vanishing Point Estimation in Manhattan World

Haoang Li, Ji Zhao, Jean-Charles Bazin, Wen Chen, Zhe Liu

Consensus Maximization Tree Search Revisited

zhipeng cai, Tat-jun Chin, Vladlen Koltun

Linearly Converging Quasi Branch and Bound Algorithms for Global Rigid Registration

Nadav Dym, Shahar Ziv Kovalsky

Unsupervised Deep Learning for Structured Shape Matching

Jean-Michel Roufosse, Abhishek Sharma, Maks Ovsjanikov

ShellNet: Efficient Point Cloud Convolutional Neural Networks Using Concentric Shells Statistics

Zhiyuan Zhang, Binh-Son Hua, Sai-Kit Yeung

PointCloud Saliency Maps

Tianhang Zheng, Changyou Chen, Junsong Yuan, Bo Li, Kui Ren

Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data

Mikaela Angelina Uy, Quang-Hieu Pham, Binh-Son Hua, Thanh Nguyen, Sai-Kit Yeung

Interpolated Convolutional Networks for 3D Point Cloud Understanding

Jiageng Mao, Xiaogang Wang, hongsheng Li

Equivariant Multi-View Networks

Carlos Esteves, Yinshuang Xu, Christine Allen-Blanchette, Kostas Daniilidis

Deep Non-Rigid Structure From Motion

Chen Kong, Simon Lucey

Discrete Laplace Operator Estimation for Dynamic 3D Reconstruction

Xiangyu Xu, Enrique Dunn

Point-Based Multi-View Stereo Network

Rui Chen, Songfang Han, Jing Xu, Hao Su

Learning an Event Sequence Embedding for Dense Event-Based Deep Stereo

Stepan Tulyakov, Francois Fleuret, Martin Kiefel, Peter Gehler, Michael Hirsch

X-Section: Cross-Section Prediction for Enhanced RGB-D Fusion

Andrea Nicastro, Ronald Clark, Stefan Leutenegger

Gated2Depth: Real-Time Dense Lidar From Gated Images

Tobias Gruber, Frank Julca-Aguilar, Mario Bijelic, Felix Heide

Calibration Wizard: A Guidance System for Camera Calibration Based on Modelling Geometric and Corner Uncertainty

Songyou Peng, Peter Sturm

Privacy Preserving Image Queries for Camera Localization

Pablo Speciale, Johannes L. Schonberger, Sudipta N. Sinha, Marc Pollefeys

S4L: Self-Supervised Semi-Supervised Learning

Xiaohua Zhai, Avital Oliver, Alexander Kolesnikov, Lucas Beyer

Semi-Supervised Learning by Augmented Distribution Alignment

Qin Wang, Wen Li, Luc Van Gool

Domain Adaptation for Structured Output via Discriminative Patch Representations

Yi-Hsuan Tsai, Kihyuk Sohn, Samuel Schulter, Manmohan Chandraker

Episodic Training for Domain Generalization

Da Li, Jianshu Zhang, Yongxin Yang, Cong Liu, Yi-Zhe Song

UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial Cross-Task Distillation

Jogendra Nath Kundu, Nishank Lakkakula, R. Venkatesh Babu

Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation

Ruijia Xu, Guanbin Li, Jihan Yang, Liang Lin

Unsupervised Domain Adaptation via Regularized Conditional Alignment

Safa Cicek, Stefano Soatto

Moment Matching for Multi-Source Domain Adaptation

Xingchao Peng, Qinxun Bai, XIDE XIA, Zijun Huang, Kate Saenko

Transferability and Hardness of Supervised Classification Tasks

Anh T. Tran, Cuong V. Nguyen, Tal Hassner

Stochastic Filter Groups for Multi-Task CNNs: Learning Specialist and Generalist Convolution Kernels

Felix J.S. Bragman, Ryutaro Tanno, Sébastien Ourselin, Daniel C. Alexander, Jorge Cardoso

Many Task Learning With Task Routing

Gjorgji Strezoski, Nanne Van Noord, Marcel Worring

Similarity-Preserving Knowledge Distillation

Frederick Tung, Greg Mori

Distillation-Based Training for Multi-Exit Architectures

Mary Phuong, Christoph H. Lampert

Knowledge Distillation via Route Constrained Optimization

Xiao Jin, Baoyun Peng, Yichao Wu, Yu Liu, Jiaheng Liu

A Camera That CNNs: Towards Embedded Neural Networks on Pixel Processor Arrays

Laurie Bose, Jianing Chen, Stephen J. Carey, Piotr Dudek, Walterio Mayol-Cuevas

Data-Free Quantization Through Weight Equalization and Bias Correction

Markus Nagel, Mart van Baalen, Tijmen Blankevoort, Max Welling

Searching for MobileNetV3

Andrew Howard, Mark Sandler, Grace Chu, Liang-Chieh Chen, Bo Chen

Multinomial Distribution Learning for Effective Neural Architecture Search

Xiawu Zheng, Rongrong Ji, Lang Tang, Baochang Zhang, Jianzhuang Liu

Progressive Differentiable Architecture Search: Bridging the Depth Gap Between Search and Evaluation

Xin Chen, Lingxi Xie, Jun Wu, Qi Tian

Exploring Randomly Wired Neural Networks for Image Recognition

Saining Xie, Alexander Kirillov, Ross Girshick, Kaiming He

Anomaly Detection in Video Sequence With Appearance-Motion Correspondence

Trong-Nguyen Nguyen, Jean Meunier

Layout-Induced Video Representation for Recognizing Agent-in-Place Actions

Ruichi Yu, Hongcheng Wang, Ang Li, Jingxiao Zheng, Vlad I. Morariu

Cost-Aware Fine-Grained Recognition for IoTs Based on Sequential Fixations

Hanxiao Wang, Venkatesh Saligrama, Stan Sclaroff, Vitaly Ablavsky

Self-Supervised Deep Depth Denoising

Vladimiros Sterzentsenko, Leonidas Saroglou, Anargyros Chatzitofis, Spyridon Thermos, Nikolaos Zioulis

Employing Deep Part-Object Relationships for Salient Object Detection

Yi Liu, Qiang Zhang, Dingwen Zhang, Jungong Han

Bit-Flip Attack: Crushing Neural Network With Progressive Bit Search

Adnan Siraj Rakin, Zhezhi He, Deliang Fan

Delving Into Robust Object Detection From Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement Approach

Zhenyu Wu, Karthik Suresh, Priya Narayanan, Hongyu Xu, Heesung Kwon

Image Aesthetic Assessment Based on Pairwise Comparison A Unified Approach to Score Regression, Binary Classification, and Personalization

Jun-Tae Lee, Chang-Su Kim

Attention-Based Autism Spectrum Disorder Screening With Privileged Modality

Shi Chen, Qi Zhao

Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation

Arnab Ghosh, Richard Zhang, Puneet K. Dokania, Oliver Wang, Alexei A. Efros

FW-GAN: Flow-Navigated Warping GAN for Video Virtual Try-On

Haoye Dong, Xiaodan Liang, Xiaohui Shen, Bowen Wu, Bing-Cheng Chen

Zero-Shot Emotion Recognition via Affective Structural Embedding

Chi Zhan, Dongyu She, Sicheng Zhao, Ming-Ming Cheng, Jufeng Yang

Attention-Aware Polarity Sensitive Embedding for Affective Image Retrieval

Xingxu Yao, Dongyu She, Sicheng Zhao, Jie Liang, Yu-Kun Lai

Adaptive Density Map Generation for Crowd Counting

Jia Wan, Antoni Chan

Elaborate Monocular Point and Line SLAM With Robust Initialization

Sang Jun Lee, Sung Soo Hwang

GSLAM: A General SLAM Framework and Benchmark

Yong Zhao, Shibiao Xu, Shuhui Bu, Hongkai Jiang, Pengcheng Han

Hiding Video in Audio via Reversible Generative Models

Hyukryul Yang, Hao Ouyang, Vladlen Koltun, Qifeng Chen

Homography From Two Orientation- and Scale-Covariant Features

Daniel Barath, Zuzana Kukelova

QUARCH: A New Quasi-Affine Reconstruction Stratum From Vague Relative Camera Orientation Knowledge

Devesh Adlakha, Adlane Habed, Fabio Morbidi, Cedric Demonceaux, Michel de Mathelin

Estimating the Fundamental Matrix Without Point Correspondences With Application to Transmission Imaging

Tobias Wurfl, Andre Aichert, Nicole Maass, Frank Dennerlein, Andreas Maier

Revisiting Radial Distortion Absolute Pose

Viktor Larsson, Torsten Sattler, Zuzana Kukelova, Marc Pollefeys

A Differential Volumetric Approach to Multi-View Photometric Stereo

Fotios Logothetis, Roberto Mecca, Roberto Cipolla

Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation

Chao Wen, Yinda Zhang, Zhuwen Li, Yanwei Fu

Cascaded Parallel Filtering for Memory-Efficient Image-Based Localization

Wentao Cheng, Weisi Lin, Kan Chen, Xinfeng Zhang

SplitNet: Sim2Sim and Task2Task Transfer for Embodied Visual Navigation

Daniel Gordon, Abhishek Kadian, Devi Parikh, Judy Hoffman, Dhruv Batra

Learning Lightweight Lane Detection CNNs by Self Attention Distillation

Yuenan Hou, Zheng Ma, Chunxiao Liu, Chen Change Loy

Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd Counting

Vishwanath A. Sindagi, Vishal M. Patel

SpaceNet MVOI: A Multi-View Overhead Imagery Dataset

Nicholas Weir, David Lindenbaum, Alexei Bastidas, Adam Van Etten, Sean McPherson

SSF-DAN: Separated Semantic Feature Based Domain Adaptation Network for Semantic Segmentation

Liang Du, Jingang Tan, Hongye Yang, Jianfeng Feng, Xiangyang Xue

Incremental Class Discovery for Semantic Segmentation With RGBD Sensing

Yoshikatsu Nakajima, Byeongkeun Kang, Hideo Saito, Kris Kitani

End-to-End Wireframe Parsing

Yichao Zhou, Haozhi Qi, Yi Ma

Perspective-Guided Convolution Networks for Crowd Counting

Zhaoyi Yan, Yuchen Yuan, Wangmeng Zuo, Xiao Tan, Yezhen Wang

Tracking Without Bells and Whistles

Philipp Bergmann, Tim Meinhardt, Laura Leal-Taixé

Anchor Diffusion for Unsupervised Video Object Segmentation

Zhao Yang, Qiang Wang, Luca Bertinetto, Weiming Hu, Song Bai

Looking to Relations for Future Trajectory Forecast

Chiho Choi, Behzad Dariush

Deep Meta Learning for Real-Time Target-Aware Visual Tracking

Janghoon Choi, Junseok Kwon, Kyoung Mu Lee

Deformable Surface Tracking by Graph Matching

Tao Wang, Haibin Ling, Congyan Lang, Songhe Feng, Xiaohui Hou

Unsupervised Video Interpolation Using Cycle Consistency

Fitsum A. Reda, Deqing Sun, Aysegul Dundar, Mohammad Shoeybi, Guilin Liu

Recursive Visual Sound Separation Using Minus-Plus Net

Xudong XU, Bo Dai, Dahua Lin

Making the Invisible Visible: Action Recognition Through Walls and Occlusions

Tianhong Li, Lijie Fan, Mingmin Zhao, Yingcheng Liu, Dina Katabi

Zero-Shot Anticipation for Instructional Activities

Fadime Sener, Angela Yao

DistInit: Learning Video Representations Without a Single Labeled Video

Rohit Girdhar, Du Tran, Lorenzo Torresani, Deva Ramanan

Relation Parsing Neural Network for Human-Object Interaction Detection

Penghao Zhou, Mingmin Chi

Toyota Smarthome: Real-World Activities of Daily Living

Srijan Das, Rui Dai, Michal Koperski, Luca Minciullo, Lorenzo Garattoni

Markerless Outdoor Human Motion Capture Using Multiple Autonomous Micro Aerial Vehicles

Nitin Saini, Eric Price, Rahul Tallamraju, Raffi Enficiaud, Roman Ludwig

FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape From Single RGB Images

Christian Zimmermann, Duygu Ceylan, Jimei Yang, Bryan Russell, Max Argus

TexturePose: Supervising Human Mesh Estimation With Texture Consistency

Georgios Pavlakos, Nikos Kolotouros, Kostas Daniilidis

A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation From a Single Depth Image

Fu Xiong, Boshen Zhang, Yang Xiao, Zhiguo Cao, Taidong Yu

Teacher Supervises Students How to Learn From Partially Labeled Images for Facial Landmark Detection

Xuanyi Dong, Yi Yang

Occlusion Robust Face Recognition Based on Mask Learning With Pairwise Differential Siamese Network

Lingxue Song, Dihong Gong, Zhifeng Li, Changsong Liu, Wei Liu

Talking With Hands 16.2M: A Large-Scale Dataset of Synchronized Body-Finger Motion and Audio for Conversational Motion Analysis and Synthesis

Gilwoo Lee, Zhiwei Deng, Shugao Ma, Takaaki Shiratori, Siddhartha S. Srinivasa