ICCV 2019

1,075 papers

Neural Re-Simulation for Generating Bounces in Single Images

Carlo Innamorati, Bryan Russell, Danny M. Kaufman, Niloy J. Mitra

Learning to Paint With Model-Based Deep Reinforcement Learning

Zhewei Huang, Wen Heng, Shuchang Zhou

Hallucinating IDT Descriptors and I3D Optical Flow Features for Action Recognition With CNNs

Lei Wang, Piotr Koniusz, Du Q. Huynh

Grounded Human-Object Interaction Hotspots From Video

Tushar Nagarajan, Christoph Feichtenhofer, Kristen Grauman

3C-Net: Category Count and Center Loss for Weakly-Supervised Action Localization

Sanath Narayan, Hisham Cholakkal, Fahad Shahbaz Khan, Ling Shao

HACS: Human Action Clips and Segments Dataset for Recognition and Temporal Localization

Hang Zhao, Antonio Torralba, Lorenzo Torresani, Zhicheng Yan

MMAct: A Large-Scale Dataset for Cross Modal Human Action Understanding

Quan Kong, Ziming Wu, Ziwei Deng, Martin Klinkigt, Bin Tong

Holistic++ Scene Understanding: Single-View 3D Holistic Scene Parsing and Human Pose Estimation With Human-Object Interaction and Physical Commonsense

Yixin Chen, Siyuan Huang, Tao Yuan, Siyuan Qi, Yixin Zhu

GraphX-Convolution for Point Cloud Deformation in 2D-to-3D Conversion

Anh-Duc Nguyen, Seonghwa Choi, Woojae Kim, Sanghoon Lee

Moving Indoor: Unsupervised Video Depth Learning in Challenging Environments

Junsheng Zhou, Yuwang Wang, Kaihuai Qin, Wenjun Zeng

ForkNet: Multi-Branch Volumetric Semantic Completion From a Single Depth Image

Yida Wang, David Joseph Tan, Nassir Navab, Federico Tombari

Neural Inverse Rendering of an Indoor Scene From a Single Image

Soumyadip Sengupta, Jinwei Gu, Kihwan Kim, Guilin Liu, David W. Jacobs

OperatorNet: Recovering 3D Shapes From Difference Operators

Ruqi Huang, Marie-Julie Rakotosaona, Panos Achlioptas, Leonidas J. Guibas, Maks Ovsjanikov

Shadow Removal via Shadow Image Decomposition

Hieu Le, Dimitris Samaras

Gravity as a Reference for Estimating a Person's Height From Video

Didier Bieler, Semih Gunel, Pascal Fua, Helge Rhodin

Hyperspectral Image Reconstruction Using Deep External and Internal Learning

Tao Zhang, Ying Fu, Lizhi Wang, Hua Huang

SPLINE-Net: Sparse Photometric Stereo Through Lighting Interpolation and Normal Estimation Networks

Qian Zheng, Yiming Jia, Boxin Shi, Xudong Jiang, Ling-Yu Duan

Variational Uncalibrated Photometric Stereo Under General Lighting

Bjoern Haefner, Zhenzhang Ye, Maolin Gao, Tao Wu, Yvain Queau

Human Attention in Image Captioning: Dataset and Analysis

Sen He, Hamed R. Tavakoli, Ali Borji, Nicolas Pugeault

Group-Wise Deep Object Co-Segmentation With Co-Attention Recurrent Neural Network

Bo Li, Zhengxing Sun, Qian Li, Yunjie Wu, Anqi Hu

Miss Detection vs. False Alarm: Adversarial Learning for Small Object Segmentation in Infrared Images

Huan Wang, Luping Zhou, Lei Wang

VV-Net: Voxel VAE Net With Group Convolutions for Point Cloud Segmentation

Hsien-Yu Meng, Lin Gao, Yu-Kun Lai, Dinesh Manocha

BAE-NET: Branched Autoencoder for Shape Co-Segmentation

Zhiqin Chen, Kangxue Yin, Matthew Fisher, Siddhartha Chaudhuri, Hao Zhang

CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing

Kevin Duarte, Yogesh S. Rawat, Mubarak Shah

Bayesian Adaptive Superpixel Segmentation

Roy Uziel, Meitar Ronen, Oren Freifeld

Collect and Select: Semantic Alignment Metric Learning for Few-Shot Learning

Fusheng Hao, Fengxiang He, Jun Cheng, Lei Wang, Jianzhong Cao

Foreground-Aware Pyramid Reconstruction for Alignment-Free Occluded Person Re-Identification

Lingxiao He, Yinggang Wang, Wu Liu, He Zhao, Zhenan Sun

Efficient and Accurate Arbitrary-Shaped Text Detection With Pixel Aggregation Network

Wenhai Wang, Enze Xie, Xiaoge Song, Yuhang Zang, Wenjia Wang

Objects365: A Large-Scale, High-Quality Dataset for Object Detection

Shuai Shao, Zeming Li, Tianyuan Zhang, Chao Peng, Gang Yu

Few-Shot Object Detection via Feature Reweighting

Bingyi Kang, Zhuang Liu, Xin Wang, Fisher Yu, Jiashi Feng

AM-LFS: AutoML for Loss Function Search

Chuming Li, Xin Yuan, CHEN LIN, Minghao Guo, Wei Wu

Learning to Discover Novel Visual Categories via Deep Transfer Clustering

Kai Han, Andrea Vedaldi, Andrew Zisserman

Ground-to-Aerial Image Geo-Localization With a Hard Exemplar Reweighting Triplet Loss

Sudong Cai, Yulan Guo, Salman Khan, Jiwei Hu, Gongjian Wen

Learn to Scale: Generating Multipolar Normalized Density Maps for Crowd Counting

Chenfeng Xu, Kai Qiu, Jianlong Fu, Song Bai, Yongchao Xu

Towards Precise End-to-End Weakly Supervised Object Detection Network

Ke Yang, Dongsheng Li, Yong Dou

From Open Set to Closed Set: Counting Objects by Spatial Divide-and-Conquer

Haipeng Xiong, Hao Lu, Chengxin Liu, Liang Liu, Zhiguo Cao

ABD-Net: Attentive but Diverse Person Re-Identification

Tianlong Chen, Shaojin Ding, Jingyi Xie, Ye Yuan, Wuyang Chen

advPattern: Physical-World Attacks on Deep Person Re-Identification via Adversarially Transformable Patterns

Zhibo Wang, Siyan Zheng, Mengkai Song, Qian Wang, Alireza Rahimpour

Learning a Mixture of Granularity-Specific Experts for Fine-Grained Categorization

Lianbo Zhang, Shaoli Huang, Wei Liu, Dacheng Tao

Unsupervised Graph Association for Person Re-Identification

Jinlin Wu, Yang Yang, Hao Liu, Shengcai Liao, Zhen Lei

Clustered Object Detection in Aerial Images

Fan Yang, Heng Fan, Peng Chu, Erik Blasch, Haibin Ling

Localization of Deep Inpainting Using High-Pass Fully Convolutional Network

Haodong Li, Jiwu Huang

WSOD2: Learning Bottom-Up and Top-Down Objectness Distillation for Weakly-Supervised Object Detection

Zhaoyang Zeng, Bei Liu, Jianlong Fu, Hongyang Chao, Lei Zhang

Vehicle Re-Identification With Viewpoint-Aware Metric Learning

Ruihang Chu, Yifan Sun, Yadong Li, Zheng Liu, Chi Zhang

Learning to Rank Proposals for Object Detection

Zhiyu Tan, Xuecheng Nie, Qi Qian, Nan Li, Hao Li

Conservative Wasserstein Training for Pose Estimation

Xiaofeng Liu, Yang Zou, Tong Che, Peng Ding, Ping Jia

Maximum-Margin Hamming Hashing

Rong Kang, Yue Cao, Mingsheng Long, Jianmin Wang, Philip S. Yu

Cross-X Learning for Fine-Grained Visual Categorization

Wei Luo, Xitong Yang, Xianjie Mo, Yuheng Lu, Larry S. Davis

SCRDet: Towards More Robust Detection for Small, Cluttered and Rotated Objects

Xue Yang, Jirui Yang, Junchi Yan, Yue Zhang, Tengfei Zhang

Self-Training With Progressive Augmentation for Unsupervised Cross-Domain Person Re-Identification

Xinyu Zhang, Jiewei Cao, Chunhua Shen, Mingyu You

Neighborhood Preserving Hashing for Scalable Video Retrieval

Shuyan Li, Zhixiang Chen, Jiwen Lu, Xiu Li, Jie Zhou

GODS: Generalized One-Class Discriminative Subspaces for Anomaly Detection

Jue Wang, Anoop Cherian

GAN-Tree: An Incrementally Learned Hierarchical Generative Framework for Multi-Modal Data Distributions

Jogendra Nath Kundu, Maharshi Gor, Dakshit Agrawal, R. Venkatesh Babu

Geometric Disentanglement for Generative Latent Shape Models

Tristan Aumentado-Armstrong, Stavros Tsogkas, Allan Jepson, Sven Dickinson

Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering

Ruihuang Li, Changqing Zhang, Huazhu Fu, Xi Peng, Tianyi Zhou

Unsupervised Multi-Task Feature Learning on Point Clouds

Kaveh Hassani, Mike Haley

Deep Comprehensive Correlation Mining for Image Clustering

Jianlong Wu, Keyu Long, Fei Wang, Chen Qian, Cheng Li

Composite Shape Modeling via Latent Space Factorization

Anastasia Dubrovina, Fei Xia, Panos Achlioptas, Mira Shalah, Raphael Groscot

AVT: Unsupervised Learning of Transformation Equivariant Representations by Autoencoding Variational Transformations

Guo-Jun Qi, Liheng Zhang, Chang Wen Chen, Qi Tian

EMPNet: Neural Localisation and Mapping Using Embedded Memory Points

Gil Avraham, Yan Zuo, Thanuja Dharmasiri, Tom Drummond

Learning Across Tasks and Domains

Pierluigi Zama Ramirez, Alessio Tonioni, Samuele Salti, Luigi Di Stefano

Cross-View Policy Learning for Street Navigation

Ang Li, Huiyi Hu, Piotr Mirowski, Mehrdad Farajtabar

A Novel Unsupervised Camera-Aware Domain Adaptation Framework for Person Re-Identification

Lei Qi, Lei Wang, Jing Huo, Luping Zhou, Yinghuan Shi

FDA: Feature Disruptive Attack

Aditya Ganeshan, Vivek B.S., R. Venkatesh Babu

Boosting Few-Shot Visual Learning With Self-Supervision

Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Pérez, Matthieu Cord

Semi-Supervised Domain Adaptation via Minimax Entropy

Kuniaki Saito, Donghyun Kim, Stan Sclaroff, Trevor Darrell, Kate Saenko

Discriminative Feature Learning With Consistent Attention Regularization for Person Re-Identification

Sanping Zhou, Fei Wang, Zeyi Huang, Jinjun Wang

Bilinear Attention Networks for Person Retrieval

Pengfei Fang, Jieming Zhou, Soumava Kumar Roy, Lars Petersson, Mehrtash Harandi

AWSD: Adaptive Weighted Spatiotemporal Distillation for Video Representation

Mohammad Tavakolian, Hamed R. Tavakoli, Abdenour Hadid

Self-Supervised Representation Learning via Neighborhood-Relational Encoding

Mohammad Sabokrou, Mohammad Khalooei, Ehsan Adeli

MIC: Mining Interclass Characteristics for Improved Metric Learning

Karsten Roth, Biagio Brattoli, Bjorn Ommer

Attract or Distract: Exploit the Margin of Open Set

Qianyu Feng, Guoliang Kang, Hehe Fan, Yi Yang

Addressing Model Vulnerability to Distributional Shifts Over Image Transformation Sets

Riccardo Volpi, Vittorio Murino

On the Global Optima of Kernelized Adversarial Representation Learning

Bashir Sadeghi, Runyi Yu, Vishnu Boddeti

Sampling Wisely: Deep Image Embedding by Top-K Precision Optimization

Jing LU, Chaofan Xu, Wei Zhang, Ling-Yu Duan, Tao Mei

Joint Group Feature Selection and Discriminative Filter Learning for Robust Visual Object Tracking

Tianyang Xu, Zhen-Hua Feng, Xiao-Jun Wu, Josef Kittler

ELF: Embedded Localisation of Features in Pre-Trained CNN

Assia Benbihi, Matthieu Geist, Cédric Pradalier

A Learned Representation for Scalable Vector Graphics

Raphael Gontijo Lopes, David Ha, Douglas Eck, Jonathon Shlens

Cross-Dataset Person Re-Identification via Unsupervised Pose Disentanglement and Adaptation

Yu-Jhe Li, Ci-Siang Lin, Yan-Bo Lin, Yu-Chiang Frank Wang

Asynchronous Single-Photon 3D Imaging

Anant Gupta, Atul Ingle, Mohit Gupta

Agile Depth Sensing Using Triangulation Light Curtains

Joseph R. Bartels, Jian Wang, William, Srinivasa G. Narasimhan

Convolutional Approximations to the General Non-Line-of-Sight Imaging Operator

Byeongjoo Ahn, Akshat Dave, Ashok Veeraraghavan, Ioannis Gkioulekas, Aswin C. Sankaranarayanan

Stochastic Exposure Coding for Handling Multi-ToF-Camera Interference

Jongho Lee, Mohit Gupta

Unconstrained Motion Deblurring for Dual-Lens Cameras

M. R. Mahesh Mohan, Sharath Girish, A. N. Rajagopalan

Towards Photorealistic Reconstruction of Highly Multiplexed Lensless Images

Salman S. Khan, Adarsh V. R., Vivek Boominathan, Jasper Tan, Ashok Veeraraghavan

Learning Perspective Undistortion of Portraits

Yajie Zhao, Zeng Huang, Tianye Li, Weikai Chen, Chloe LeGendre

Restoration of Non-Rigidly Distorted Underwater Images Using a Combination of Compressive Sensing and Local Polynomial Image Representations

Jerin Geo James, Pranay Agrawal, Ajit Rajwade

Surface Normals and Shape From Water

Satoshi Murai, Meng-Yu Jennifer Kuo, Ryo Kawahara, Shohei Nobuhara, Ko Nishino

GLoSH: Global-Local Spherical Harmonics for Intrinsic Image Decomposition

Hao Zhou, Xiang Yu, David W. Jacobs

View-Consistent 4D Light Field Superpixel Segmentation

Numair Khan, Qian Zhang, Lucas Kasser, Henry Stone, Min H. Kim

Cascaded Context Pyramid for Full-Resolution 3D Semantic Scene Completion

Pingping Zhang, Wei Liu, Yinjie Lei, Huchuan Lu, Xiaoyun Yang

View Independent Generative Adversarial Network for Novel View Synthesis

Xiaogang Xu, Ying-Cong Chen, Jiaya Jia

Extreme View Synthesis

Inchang Choi, Orazio Gallo, Alejandro Troccoli, Min H. Kim, Jan Kautz

Not All Parts Are Created Equal: 3D Pose Estimation by Modeling Bi-Directional Dependencies of Body Parts

Jue Wang, Shaoli Huang, Xinchao Wang, Dacheng Tao

DenseRaC: Joint 3D Pose and Shape Estimation by Dense Render-and-Compare

Yuanlu Xu, Song-chun Zhu, Tony Tung

A Neural Network for Detailed Human Depth Estimation From a Single Image

Sicong Tang, Feitong Tan, Kelvin Cheng, Zhaoyang Li, Siyu Zhu

DeepHuman: 3D Human Reconstruction From a Single Image

Zerong Zheng, Tao Yu, Yixuan Wei, Qionghai Dai, Yebin Liu

xR-EgoPose: Egocentric 3D Human Pose From an HMD Camera

Denis Tome, Patrick Peluse, Lourdes Agapito, Hernan Badino

Learnable Triangulation of Human Pose

Karim Iskakov, Egor Burkov, Victor Lempitsky, Yury Malkov

Soft Rasterizer: A Differentiable Renderer for Image-Based 3D Reasoning

Shichen Liu, Tianye Li, Weikai Chen, Hao Li