CVPR 2019

1,294 papers

UPSNet: A Unified Panoptic Segmentation Network

Yuwen Xiong, Renjie Liao, Hengshuang Zhao, Rui Hu, Min Bai

Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence

Amir Zadeh, Michael Chan, Paul Pu Liang, Edmund Tong, Louis-Philippe Morency

CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification

Zheng Tang, Milind Naphade, Ming-Yu Liu, Xiaodong Yang, Stan Birchfield

IP102: A Large-Scale Benchmark Dataset for Insect Pest Recognition

Xiaoping Wu, Chi Zhan, Yu-Kun Lai, Ming-Ming Cheng, Jufeng Yang

Incremental Object Learning From Contiguous Views

Stefan Stojanov, Samarth Mishra, Ngoc Anh Thai, Nikhil Dhanda, Ahmad Humayun

Defense Against Adversarial Images Using Web-Scale Nearest-Neighbor Search

Abhimanyu Dubey, Laurens van der Maaten, Zeki Yalniz, Yixuan Li, Dhruv Mahajan

Side Window Filtering

Hui Yin, Yuanhao Gong, Guoping Qiu

Argoverse: 3D Tracking and Forecasting With Rich Maps

Ming-Fang Chang, John Lambert, Patsorn Sangkloy, Jagjeet Singh, Slawomir Bak

Self-Calibrating Deep Photometric Stereo Networks

Guanying Chen, Kai Han, Boxin Shi, Yasuyuki Matsushita, Kwan-Yee K. Wong

What Correspondences Reveal About Unknown Camera and Motion Models?

Thomas Probst, Ajad Chhatkuli, Danda Pani Paudel, Luc Van Gool

Robust Subspace Clustering With Independent and Piecewise Identically Distributed Noise Modeling

Yuanman Li, Jiantao Zhou, Xianwei Zheng, Jinyu Tian, Yuan Yan Tang

ContactDB: Analyzing and Predicting Grasp Contact via Thermal Imaging

Samarth Brahmbhatt, Cusuh Ham, Charles C. Kemp, James Hays

Multispectral Imaging for Fine-Grained Recognition of Powders on Complex Backgrounds

Tiancheng Zhi, Bernardo R. Pires, Martial Hebert, Srinivasa G. Narasimhan

Online High Rank Matrix Completion

Jicong Fan, Madeleine Udell

Image Deformation Meta-Networks for One-Shot Learning

Zitian Chen, Yanwei Fu, Yu-Xiong Wang, Lin Ma, Wei Liu

Divergence Triangle for Joint Training of Generator Model, Energy-Based Model, and Inferential Model

Tian Han, Erik Nijkamp, Xiaolin Fang, Mitch Hill, Song-chun Zhu

End-To-End Interpretable Neural Motion Planner

Wenyuan Zeng, Wenjie Luo, Simon Suo, Abbas Sadat, Bin Yang

DeepMapping: Unsupervised Map Estimation From Multiple Point Clouds

Li Ding, Chen Feng

Estimating 3D Motion and Forces of Person-Object Interactions From Monocular Video

Zongmian Li, Jiri Sedlar, Justin Carpentier, Ivan Laptev, Nicolas Mansard

Inverse Procedural Modeling of Knitwear

Elena Trunz, Sebastian Merzbach, Jonathan Klein, Thomas Schulze, Michael Weinmann

Content Authentication for Neural Imaging Pipelines: End-To-End Optimization of Photo Provenance in Complex Distribution Channels

Pawel Korus, Nasir Memon

HAQ: Hardware-Aware Automated Quantization With Mixed Precision

Kuan Wang, Zhijian Liu, Yujun Lin, Ji Lin, Song Han

Learning to Explain With Complemental Examples

Atsushi Kanehira, Tatsuya Harada

Multimodal Explanations by Predicting Counterfactuality in Videos

Atsushi Kanehira, Kentaro Takemoto, Sho Inayoshi, Tatsuya Harada

Image Generation From Layout

Bo Zhao, Lili Meng, Weidong Yin, Leonid Sigal

Beyond Tracking: Selecting Memory and Refining Poses for Deep Visual Odometry

Fei Xue, Xin Wang, Shunkai Li, Qiuyuan Wang, Junqiu Wang

Neural Task Graphs: Generalizing to Unseen Tasks From a Single Video Demonstration

De-An Huang, Suraj Nair, Danfei Xu, Yuke Zhu, Animesh Garg

Shifting More Attention to Video Salient Object Detection

Deng-Ping Fan, Wenguan Wang, Ming-Ming Cheng, Jianbing Shen

Data Augmentation Using Learned Transformations for One-Shot Medical Image Segmentation

Amy Zhao, Guha Balakrishnan, Fredo Durand, John V. Guttag, Adrian V. Dalca

Robust Histopathology Image Analysis: To Label or to Synthesize?

Le Hou, Ayush Agarwal, Dimitris Samaras, Tahsin M. Kurc, Rajarsi R. Gupta

Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning From Radiology Reports and Label Ontology

Ke Yan, Yifan Peng, Veit Sandfort, Mohammadhadi Bagheri, Zhiyong Lu

Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training

Feng Zheng, Cheng Deng, Xing Sun, XINYANG JIANG, Xiaowei Guo

Topology Reconstruction of Tree-Like Structure in Images via Structural Similarity Measure and Dominant Set Clustering

Jianyang Xie, Yitian Zhao, Yonghuai Liu, Pan Su, Yifan Zhao

World From Blur

Jiayan Qiu, Xinchao Wang, Stephen J. Maybank, Dacheng Tao

TraPHic: Trajectory Prediction in Dense and Heterogeneous Traffic Using Weighted Interactions

Rohan Chandra, Uttaran Bhattacharya, Aniket Bera, Dinesh Manocha

LO-Net: Deep Real-Time Lidar Odometry

Qing Li, Shaoyang Chen, Cheng Wang, Xin Li, Chenglu Wen

Metric Learning for Image Registration

Marc Niethammer, Roland Kwitt, Francois-Xavier Vialard

Rules of the Road: Predicting Driving Behavior With a Convolutional Model of Semantic Interactions

Joey Hong, Benjamin Sapp, James Philbin

Pseudo-LiDAR From Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving

Yan Wang, Wei-Lun Chao, Divyansh Garg, Bharath Hariharan, Mark Campbell

Deep ChArUco: Dark ChArUco Marker Pose Estimation

Danying Hu, Daniel DeTone, Tomasz Malisiewicz

Cross-Classification Clustering: An Efficient Multi-Object Tracking Technique for 3-D Instance Segmentation in Connectomics

Yaron Meirovitch, Lu Mi, Hayk Saribekyan, Alexander Matveev, David Rolnick

Toward Realistic Image Compositing With Adversarial Learning

Bor-Chun Chen, Andrew Kae

Uncertainty Guided Multi-Scale Residual Learning-Using a Cycle Spinning CNN for Single Image De-Raining

Rajeev Yasarla, Vishal M. Patel

Intention Oriented Image Captions With Guiding Objects

Yue Zheng, Yali Li, Shengjin Wang

Transfer Learning via Unsupervised Task Discovery for Visual Question Answering

Hyeonwoo Noh, Taehoon Kim, Jonghwan Mun, Bohyung Han

Explainable and Explicit Visual Reasoning Over Scene Graphs

Jiaxin Shi, Hanwang Zhang, Juanzi Li

Look Back and Predict Forward in Image Captioning

Yu Qin, Jiajun Du, Yonghua Zhang, Hongtao Lu

Visual Query Answering by Entity-Attribute Graph Matching and Reasoning

Peixi Xiong, Huayi Zhan, Xin Wang, Baivab Sinha, Ying Wu

Memory-Attended Recurrent Network for Video Captioning

Wenjie Pei, Jiyuan Zhang, Xiangrong Wang, Lei Ke, Xiaoyong Shen

Progressive Attention Memory Network for Movie Story Question Answering

Junyeong Kim, Minuk Ma, Kyungsu Kim, Sungjin Kim, Chang D. Yoo

Object-Aware Aggregation With Bidirectional Temporal Graph for Video Captioning

Junchao Zhang, Yuxin Peng

Towards VQA Models That Can Read

Amanpreet Singh, Vivek Natarajan, Meet Shah, Yu Jiang, Xinlei Chen

Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions

Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

Wide-Area Crowd Counting via Ground-Plane Density Maps and Multi-View Fusion CNNs

Qi Zhang, Antoni B. Chan

Unsupervised Image Matching and Object Discovery as Optimization

Huy V. Vo, Francis Bach, Minsu Cho, Kai Han, Yann LeCun

Seamless Scene Segmentation

Lorenzo Porzi, Samuel Rota Bulò, Aleksander Colovic, Peter Kontschieder

GCAN: Graph Convolutional Adversarial Network for Unsupervised Domain Adaptation

Xinhong Ma, Tianzhu Zhang, Changsheng Xu

Semantic Projection Network for Zero- and Few-Label Semantic Segmentation

Yongqin Xian, Subhabrata Choudhury, Yang He, Bernt Schiele, Zeynep Akata

Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders

Edgar Schonfeld, Sayna Ebrahimi, Samarth Sinha, Trevor Darrell, Zeynep Akata

Actor-Critic Instance Segmentation

Nikita Araslanov, Constantin A. Rothkopf, Stefan Roth

Discovering Fair Representations in the Data Domain

Novi Quadrianto, Viktoriia Sharmanska, Oliver Thomas

Not Using the Car to See the Sidewalk -- Quantifying and Controlling the Effects of Context in Classification and Segmentation

Rakshith Shetty, Bernt Schiele, Mario Fritz

A Local Block Coordinate Descent Algorithm for the CSC Model

Ev Zisselman, Jeremias Sulam, Michael Elad

Learning From Synthetic Data for Crowd Counting in the Wild

Qi Wang, Junyu Gao, Wei LIN, Yuan Yuan

Exploring Context and Visual Pattern of Relationship for Scene Graph Generation

Wenbin Wang, Ruiping Wang, Shiguang Shan, Xilin Chen

Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements

Kaixuan Wei, Jiaolong Yang, Ying Fu, David Wipf, Hua Huang

Assessing Personally Perceived Image Quality via Image Features and Collaborative Filtering

Jari Korhonen

Enhanced Pix2pix Dehazing Network

Yanyun Qu, Yizi Chen, Jingying Huang, Yuan Xie

A Mutual Learning Method for Salient Object Detection With Intertwined Multi-Supervision

Runmin Wu, Mengyang Feng, Wenlong Guan, Dong Wang, Huchuan Lu

Fast Single Image Reflection Suppression via Convex Optimization

Yang Yang, Wenye Ma, Yin Zheng, Jian-Feng CAI, Weiyu Xu

RF-Net: An End-To-End Image Matching Network Based on Receptive Field

Xuelun Shen, Cheng Wang, Xin Li, Zenglei Yu, Jonathan Li

Natural and Realistic Single Image Super-Resolution With Explicit Natural Manifold Discrimination

Jae Woong Soh, Gu Yong Park, Junho Jo, Nam Ik Cho

Learning to Extract Flawless Slow Motion From Blurry Videos

Meiguang Jin, Zhe Hu, Paolo Favaro

Recurrent Neural Networks With Intra-Frame Iterations for Video Deblurring

Seungjun Nah, Sanghyun Son, Kyoung Mu Lee

D2-Net: A Trainable CNN for Joint Description and Detection of Local Features

Mihai Dusmanu, Ignacio Rocco, Tomas Pajdla, Marc Pollefeys, Josef Sivic

Learning Transformation Synchronization

Xiangru Huang, Zhenxiao Liang, Xiaowei Zhou, Yao Xie, Leonidas J. Guibas

UnOS: Unified Unsupervised Optical-Flow and Stereo-Depth Estimation by Watching Videos

Yang Wang, Peng Wang, Zhenheng Yang, Chenxu Luo, Yi Yang

On Finding Gray Pixels

Yanlin Qian, Joni-Kristian Kämäräinen, Jarno Nikkanen, Jiri Matas

Deep Exemplar-Based Video Colorization

Bo Zhang, Mingming He, Jing Liao, Pedro V. Sander, Lu Yuan

LiFF: Light Field Features in Scale and Depth

Donald G. Dansereau, Bernd Girod, Gordon Wetzstein

Hyperspectral Image Reconstruction Using a Deep Spatial-Spectral Prior

Lizhi Wang, Chen Sun, Ying Fu, Min H. Kim, Hua Huang

Depth-Attentional Features for Single-Image Rain Removal

Xiaowei Hu, Chi-Wing Fu, LEI ZHU, Pheng-Ann Heng

TransGaGa: Geometry-Aware Unsupervised Image-To-Image Translation

Wayne Wu, Kaidi Cao, Cheng Li, Chen Qian, Chen Change Loy

How to Make a Pizza: Learning a Compositional Layer-Based GAN Model

Dim P. Papadopoulos, Youssef Tamaazousti, Ferda Ofli, Ingmar Weber, Antonio Torralba

Conditional Adversarial Generative Flow for Controllable Image Synthesis

Rui Liu, Yu Liu, Xinyu Gong, Xiaogang Wang, hongsheng Li

Image Super-Resolution by Neural Texture Transfer

Zhifei Zhang, Zhaowen Wang, Zhe Lin, Hairong Qi

Listen to the Image

Di Hu, Dong Wang, Xuelong Li, Feiping Nie, Qi Wang

PointFlowNet: Learning Representations for Rigid Motion Estimation From Point Clouds

Aseem Behl, Despoina Paschalidou, Simon Donné, Andreas Geiger

Siamese Cascaded Region Proposal Networks for Real-Time Visual Tracking

Heng Fan, Haibin Ling

MOTS: Multi-Object Tracking and Segmentation

Paul Voigtlaender, Michael Krause, Aljosa Osep, Jonathon Luiten, Berin Balachandar Gnana Sekar

Deep Dual Relation Modeling for Egocentric Interaction Recognition

Haoxin Li, Yijun Cai, Wei-Shi Zheng

PA3D: Pose-Action 3D Machine for Video Recognition

An Yan, Yali Wang, Zhifeng Li, Yu Qiao

Skeleton-Based Action Recognition With Directed Graph Neural Networks

Lei Shi, Yifan Zhang, Jian Cheng, Hanqing Lu

Video Summarization by Learning From Unpaired Data

Mrigank Rochan, Yang Wang

Convolutional Relational Machine for Group Activity Recognition

Sina Mokhtarzadeh Azar, Mina Ghadimi Atigh, Ahmad Nickabadi, Alexandre Alahi

MARS: Motion-Augmented RGB Stream for Action Recognition

Nieves Crasto, Philippe Weinzaepfel, Karteek Alahari, Cordelia Schmid

Collaborative Spatiotemporal Feature Learning for Video Action Recognition

CHAO LI, Qiaoyong Zhong, Di Xie, Shiliang Pu

The Pros and Cons: Rank-Aware Temporal Attention for Skill Determination in Long Videos

Hazel Doughty, Walterio Mayol-Cuevas, Dima Damen

DDLSTM: Dual-Domain LSTM for Cross-Dataset Action Recognition

Toby Perrett, Dima Damen

Object-Centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video

Radu Tudor Ionescu, Fahad Shahbaz Khan, Mariana-Iuliana Georgescu, Ling Shao