ICCV 2019

1,075 papers

Learning to Reconstruct 3D Manhattan Wireframes From a Single Image

Yichao Zhou, Haozhi Qi, Yuexiang Zhai, Qi Sun, Zhili Chen

C3DPO: Canonical 3D Pose Networks for Non-Rigid Structure From Motion

David Novotny, Nikhila Ravi, Benjamin Graham, Natalia Neverova, Andrea Vedaldi

CDPN: Coordinates-Based Disentangled Pose Network for Real-Time RGB-Based 6-DoF Object Pose Estimation

Zhigang Li, Gu Wang, Xiangyang Ji

Pix2Pose: Pixel-Wise Coordinate Regression of Objects for 6D Pose Estimation

Kiru Park, Timothy Patten, Markus Vincze

RIO: 3D Object Instance Re-Localization in Changing Indoor Environments

Johanna Wald, Armen Avetisyan, Nassir Navab, Federico Tombari, Matthias Niessner

Transformable Bottleneck Networks

Kyle Olszewski, Sergey Tulyakov, Oliver Woodford, Hao Li, Linjie Luo

Domain-Adaptive Single-View 3D Reconstruction

Pedro O. Pinheiro, Negar Rostamzadeh, Sungjin Ahn

Learning Single Camera Depth Estimation Using Dual-Pixels

Rahul Garg, Neal Wadhwa, Sameer Ansari, Jonathan T. Barron

Spatial Correspondence With Generative Adversarial Network: Learning Depth From Monocular Videos

Zhenyao Wu, Xinyi Wu, Xiaoping Zhang, Song Wang, Lili Ju

Pushing the Frontiers of Unconstrained Crowd Counting: New Dataset and Benchmark Method

Vishwanath A. Sindagi, Rajeev Yasarla, Vishal M. Patel

FrameNet: Learning Local Canonical Frames of 3D Surfaces From a Single RGB Image

Jingwei Huang, Yichao Zhou, Thomas Funkhouser, Leonidas J. Guibas

Visualizing the Invisible: Occluded Vehicle Segmentation and Recovery

Xiaosheng Yan, Feigege Wang, Wenxi Liu, Yuanlong Yu, Shengfeng He

Improved Conditional VRNNs for Video Prediction

Lluis Castrejon, Nicolas Ballas, Aaron Courville

Unpaired Image-to-Speech Synthesis With Multimodal Information Bottleneck

Shuang Ma, Daniel McDuff, Yale Song

HoloGAN: Unsupervised Learning of 3D Representations From Natural Images

Thu Nguyen-Phuoc, Chuan Li, Lucas Theis, Christian Richardt, Yong-Liang Yang

View-LSTM: Novel-View Video Synthesis Through View Decomposition

Mohamed Ilyes Lakhal, Oswald Lanz, Andrea Cavallaro

Dual Adversarial Inference for Text-to-Image Synthesis

Qicheng Lao, Mohammad Havaei, Ahmad Pesaranghader, Francis Dutil, Lisa Di Jorio

Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints

Ning Yu, Larry S. Davis, Mario Fritz

Dynamic Points Agglomeration for Hierarchical Point Sets Learning

Jinxian Liu, Bingbing Ni, Caiyuan Li, Jiancheng YANG, Qi Tian

Semantic Part Detection via Matching: Learning to Generalize to Novel Viewpoints From Limited Training Data

Yutong Bai, Qing Liu, Lingxi Xie, Weichao Qiu, YAN ZHENG

Expert Sample Consensus Applied to Camera Re-Localization

Eric Brachmann, Carsten Rother

View N-Gram Network for 3D Object Retrieval

Xinwei He, Tengteng Huang, Song Bai, Xiang Bai

Learning Relationships for Multi-View 3D Object Recognition

Ze Yang, Liwei Wang

Semantic Stereo Matching With Pyramid Cost Volumes

Zhenyao Wu, Xinyi Wu, Xiaoping Zhang, Song Wang, Lili Ju

Language Features Matter: Effective Language Representations for Vision-Language Tasks

Andrea Burns, Reuben Tan, Kate Saenko, Stan Sclaroff, Bryan A. Plummer

VideoBERT: A Joint Model for Video and Language Representation Learning

Chen Sun, Austin Myers, Carl Vondrick, Kevin Murphy, Cordelia Schmid

See-Through-Text Grouping for Referring Image Segmentation

Ding-Jie Chen, Songhao Jia, Yi-Chen Lo, Hwann-Tzong Chen, Tyng-luh Liu

U-CAM: Visual Explanation Using Uncertainty Based Class Activation Maps

Badri N. Patro, Mayank Lunayach, Shivansh Patel, Vinay P. Namboodiri

Seq-SG2SL: Inferring Semantic Layout From Scene Graph Through Sequence to Sequence Learning

Boren Li, Boyu Zhuang, Mingyang Li, Jian Gu

ViCo: Word Embeddings From Visual Co-Occurrences

Tanmay Gupta, Alexander Schwing, Derek Hoiem

Towards Unsupervised Image Captioning With Shared Multimodal Embeddings

Iro Laina, Christian Rupprecht, Nassir Navab

Transferable Representation Learning in Vision-and-Language Navigation

Haoshuo Huang, Vihan Jain, Harsh Mehta, Alexander Ku, Gabriel Magalhaes

SkyScapes Fine-Grained Semantic Understanding of Aerial Scenes

Seyed Majid Azimi, Corentin Henry, Lars Sommer, Arne Schumann, Eleonora Vig

SceneGraphNet: Neural Message Passing for 3D Indoor Scene Augmentation

Yang Zhou, Zachary While, Evangelos Kalogerakis

Guided Curriculum Model Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation

Christos Sakaridis, Dengxin Dai, Luc Van Gool

DADA: Depth-Aware Domain Adaptation in Semantic Segmentation

Tuan-Hung VU, Himalaya Jain, Maxime Bucher, Matthieu Cord, Patrick Pérez

AdaptIS: Adaptive Instance Selection Network

Konstantin Sofiiuk, Olga Barinova, Anton Konushin

What Synthesis Is Missing: Depth Adaptation Integrated With Weak Supervision for Indoor Scene Parsing

Keng-Chi Liu, Yi-Ting Shen, Jan P. Klopp, Liang-Gee Chen

SegSort: Segmentation by Discriminative Sorting of Segments

jyh-Jing Hwang, Stella X. Yu, Jianbo Shi, Maxwell D. Collins, Tien-Ju Yang

Learning to See Moving Objects in the Dark

Haiyang Jiang, Yinqiang Zheng

GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing

Xiaohong Liu, Yongrui Ma, Zhihao Shi, Jun Chen

RainFlow: Optical Flow Under Rain Streaks and Rain Veiling Effect

Ruoteng Li, Robby T. Tan, Loong-Fah Cheong, Angelica I. Aviles-Rivero, Qingnan Fan

Joint Learning of Semantic Alignment and Object Landmark Detection

Sangryul Jeon, Dongbo Min, Seungryong Kim, Kwanghoon Sohn

Semi-Supervised Video Salient Object Detection Using Pseudo-Labels

Pengxiang Yan, Guanbin Li, Yuan Xie, Zhen Li, Chuan Wang

Motion Guided Attention for Video Salient Object Detection

Haofeng Li, Guanqi Chen, Guanbin Li, Yizhou Yu

Stacked Cross Refinement Network for Edge-Aware Salient Object Detection

Zhe Wu, Li Su, Qingming Huang

Depth-Induced Multi-Scale Recurrent Attention Network for Saliency Detection

Yongri Piao, Wei Ji, Jingjing Li, Miao Zhang, Huchuan Lu

Event-Based Motion Segmentation by Motion Compensation

Timo Stoffregen, Guillermo Gallego, Tom Drummond, Lindsay Kleeman, Davide Scaramuzza

Towards High-Resolution Salient Object Detection

Yi Zeng, Pingping Zhang, Jianming Zhang, Zhe Lin, Huchuan Lu

Joint Learning of Saliency Detection and Weakly Supervised Semantic Segmentation

Yu Zeng, Yunzhi Zhuge, Huchuan Lu, Lihe Zhang

Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation

Giorgos Bouritsas, Sergiy Bokhnyak, Stylianos Ploumpis, Michael Bronstein, Stefanos Zafeiriou

PU-GAN: A Point Cloud Upsampling Adversarial Network

Ruihui Li, Xianzhi Li, Chi-Wing Fu, Daniel Cohen-or, Pheng-Ann Heng

Deep Single-Image Portrait Relighting

Hao Zhou, Sunil Hadap, Kalyan Sunkavalli, David W. Jacobs

FSGAN: Subject Agnostic Face Swapping and Reenactment

Yuval Nirkin, Yosi Keller, Tal Hassner

Deep Parametric Indoor Lighting Estimation

Marc-Andre Gardner, Yannick Hold-Geoffroy, Kalyan Sunkavalli, Christian Gagné, Jean-Francois Lalonde

CompenNet++: End-to-End Full Projector Compensation

Bingyao Huang, Haibin Ling

Learning Shape Templates With Structured Implicit Functions

Kyle Genova, Forrester Cole, Daniel Vlasic, Aaron Sarna, William T. Freeman

Structured Prediction Helps 3D Human Motion Modelling

Emre Aksan, Manuel Kaufmann, Otmar Hilliges

Human Motion Prediction via Spatio-Temporal Inpainting

Alejandro Hernandez, Jürgen Gall, Francesc Moreno-Noguer

Imitation Learning for Human Pose Prediction

Borui Wang, Ehsan Adeli, Hsu-kuang Chiu, De-An Huang, Juan Carlos Niebles

Predicting 3D Human Dynamics From Video

Jason Y. Zhang, Panna Felsen, Angjoo Kanazawa, Jitendra Malik

Fast Object Detection in Compressed Video

Shiyao Wang, Hongchao Lu, Zhidong Deng

Graph Convolutional Networks for Temporal Action Localization

Runhao Zeng, Wenbing Huang, Mingkui Tan, Yu Rong, Peilin Zhao

TSM: Temporal Shift Module for Efficient Video Understanding

Ji Lin, Chuang Gan, Song Han

Learning Temporal Action Proposals With Fewer Labels

Jingwei Ji, Kaidi Cao, Juan Carlos Niebles

Self-Supervised Learning With Geometric Constraints in Monocular Video: Connecting Flow, Depth, and Camera

Yuhua Chen, Cordelia Schmid, Cristian Sminchisescu

Self-Supervised Moving Vehicle Tracking With Stereo Sound

Chuang Gan, Hang Zhao, Peihao Chen, David Cox, Antonio Torralba

Non-Local ConvLSTM for Video Compression Artifact Reduction

Yi Xu, Longwen Gao, Kai Tian, Shuigeng Zhou, Huyang Sun

Video Compression With Rate-Distortion Autoencoders

Amirhossein Habibian, Ties van Rozendaal, Jakub M. Tomczak, Taco S. Cohen

Relation Distillation Networks for Video Object Detection

Jiajun Deng, Yingwei Pan, Ting Yao, Wengang Zhou, Houqiang Li

Identity From Here, Pose From There: Self-Supervised Disentanglement and Generation of Objects Using Unlabeled Videos

Fanyi Xiao, Haotian Liu, Yong Jae Lee

Spatiotemporal Feature Residual Propagation for Action Prediction

He Zhao, Richard P. Wildes

Face Alignment With Kernel Density Deep Neural Network

Lisha Chen, Hui Su, Qiang Ji

Single-Network Whole-Body Pose Estimation

Gines Hidalgo, Yaadhav Raaj, Haroon Idrees, Donglai Xiang, Hanbyul Joo

Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression

Xinyao Wang, Liefeng Bo, Li Fuxin

SO-HandNet: Self-Organizing Network for 3D Hand Pose Estimation With Semi-Supervised Learning

Yujin Chen, Zhigang Tu, Liuhao Ge, Dejun Zhang, Ruizhi Chen

Single-Stage Multi-Person Pose Machines

Xuecheng Nie, Jiashi Feng, Jianfeng Zhang, Shuicheng Yan

Dynamic Kernel Distillation for Efficient Pose Estimation in Videos

Xuecheng Nie, Yuncheng Li, Linjie Luo, Ning Zhang, Jiashi Feng

Photo-Realistic Monocular Gaze Redirection Using Generative Adversarial Networks

Zhe He, Adrian Spurr, Xucong Zhang, Otmar Hilliges

Unsupervised Person Re-Identification by Camera-Aware Similarity Consistency Learning

Ancong Wu, Wei-Shi Zheng, Jian-Huang Lai

Gaze360: Physically Unconstrained Gaze Estimation in the Wild

Petr Kellnhofer, Adria Recasens, Simon Stent, Wojciech Matusik, Antonio Torralba

Probabilistic Face Embeddings

Yichun Shi, Anil K. Jain

DeCaFA: Deep Convolutional Cascade for Face Alignment in the Wild

Arnaud Dapogny, Kevin Bailly, Matthieu Cord

Bayesian Graph Convolution LSTM for Skeleton Based Action Recognition

Rui Zhao, Kang Wang, Hui Su, Qiang Ji

Unsupervised High-Resolution Depth Learning From Videos With Dual Networks

Junsheng Zhou, Yuwang Wang, Kaihuai Qin, Wenjun Zeng

MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation

Lorenzo Bertoni, Sven Kreiss, Alexandre Alahi

Accurate Monocular 3D Object Detection via Color-Embedded 3D Reconstruction for Autonomous Driving

Xinzhu Ma, Zhihui Wang, Haojie Li, Pengbo Zhang, Wanli Ouyang

Explaining the Ambiguity of Object Detection and 6D Pose From Visual Data

Fabian Manhardt, Diego Martin Arroyo, Christian Rupprecht, Benjamin Busam, Tolga Birdal

Self-Ensembling With GAN-Based Data Augmentation for Domain Adaptation in Semantic Segmentation

Jaehoon Choi, Taekyung Kim, Changick Kim

Boundary-Aware Feature Propagation for Scene Segmentation

Henghui Ding, Xudong Jiang, Ai Qun Liu, Nadia Magnenat Thalmann, Gang Wang

Frame-to-Frame Aggregation of Active Regions in Web Videos for Weakly Supervised Semantic Segmentation

Jungbeom Lee, Eunji Kim, Sungmin Lee, Jangho Lee, Sungroh Yoon

ACFNet: Attentional Class Feature Network for Semantic Segmentation

Fan Zhang, Yanqin Chen, zhihang li, Zhibin Hong, Jingtuo Liu

Relational Attention Network for Crowd Counting

Anran Zhang, Jiayi Shen, Zehao Xiao, Fan Zhu, Xiantong Zhen

Significance-Aware Information Bottleneck for Domain Adaptive Semantic Segmentation

Yawei Luo, Ping Liu, Tao Guan, Junqing Yu, Yi Yang

SparseMask: Differentiable Connectivity Learning for Dense Image Prediction

Huikai Wu, Junge Zhang, Kaiqi Huang

Constructing Self-Motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach

Qing LIAN, Fengmao Lv, Lixin Duan, Boqing Gong

Adaptive Context Network for Scene Parsing

Jun Fu, Jing Liu, Yuhang Wang, Yong Li, Yongjun Bao

MVP Matching: A Maximum-Value Perfect Matching for Mining Hard Samples, With Application to Person Re-Identification

Han Sun, Zhiyuan Chen, Shiyang Yan, Lin Xu

Dual Student: Breaking the Limits of the Teacher in Semi-Supervised Learning

Zhanghan Ke, Daoye Wang, Qiong Yan, Jimmy Ren, Rynson W.H. Lau

ThunderNet: Towards Real-Time Generic Object Detection on Mobile Devices

Zheng Qin, Zeming Li, Zhaoning Zhang, Yiping Bao, Gang Yu