CVPR 2019

1,294 papers

Leveraging Heterogeneous Auxiliary Tasks to Assist Crowd Counting

Muming Zhao, Jian Zhang, Chongyang Zhang, Wenjun Zhang

Large Scale High-Resolution Land Cover Mapping With Multi-Resolution Data

Caleb Robinson, Le Hou, Kolya Malkin, Rachel Soobitsky, Jacob Czawlytko

From Coarse to Fine: Robust Hierarchical Localization at Large Scale

Paul-Edouard Sarlin, Cesar Cadena, Roland Siegwart, Marcin Dymczyk

Motion Estimation of Non-Holonomic Ground Vehicles From a Single Feature Correspondence Measured Over N Views

Kun Huang, Yifu Wang, Laurent Kneip

PointPillars: Fast Encoders for Object Detection From Point Clouds

Alex H. Lang, Sourabh Vora, Holger Caesar, Lubing Zhou, Jiong Yang

Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds

Zihao Liu, Xiaowei Xu, Tao Liu, Qi Liu, Yanzhi Wang

LaserNet: An Efficient Probabilistic 3D Object Detector for Autonomous Driving

Gregory P. Meyer, Ankit Laddha, Eric Kee, Carlos Vallespi-Gonzalez, Carl K. Wellington

Dynamics Are Important for the Recognition of Equine Pain in Video

Sofia Broome, Karina Bech Gleerup, Pia Haubro Andersen, Hedvig Kjellström

An Alternative Deep Feature Approach to Line Level Keyword Spotting

George Retsinas, Georgios Louloudis, Nikolaos Stamatopoulos, Giorgos Sfikas, Basilis Gatos

Context-Aware Spatio-Recurrent Curvilinear Structure Segmentation

Feigege Wang, Yue Gu, Wenxi Liu, Yuanlong Yu, Shengfeng He

Multiview 2D/3D Rigid Registration via a Point-Of-Interest Network for Tracking and Triangulation

Haofu Liao, Wei-An Lin, Jiarui Zhang, Jingdan Zhang, Jiebo Luo

Sim-To-Real via Sim-To-Sim: Data-Efficient Robotic Grasping via Randomized-To-Canonical Adaptation Networks

Stephen James, Paul Wohlhart, Mrinal Kalakrishnan, Dmitry Kalashnikov, Alex Irpan

Context-Aware Visual Compatibility Prediction

Guillem Cucurull, Perouz Taslakian, David Vázquez

In Defense of Pre-Trained ImageNet Architectures for Real-Time Semantic Segmentation of Road-Driving Images

Marin Orsic, Ivan Kreso, Petra Bevandic, Siniša Šegvić

Adaptive Weighting Multi-Field-Of-View CNN for Semantic Segmentation in Pathology

Hiroki Tokunaga, Yuki Teramoto, Akihiko Yoshizawa, Ryoma Bise

C3AE: Exploring the Limits of Compact Model for Age Estimation

Chao Zhang, Shuaicheng Liu, Xun Xu, Ce Zhu

Cascaded Generative and Discriminative Learning for Microcalcification Detection in Breast Mammograms

Fandong Zhang, Ling Luo, Xinwei Sun, Zhen Zhou, Xiuli Li

Efficient Neural Network Compression

Hyeji Kim, Muhammad Umar Karim Khan, Chong-Min Kyung

End-To-End Learned Random Walker for Seeded Image Segmentation

Lorenzo Cerrone, Alexander Zeilmann, Fred A. Hamprecht

A Simple Baseline for Audio-Visual Scene-Aware Dialog

Idan Schwartz, Alexander G. Schwing, Tamir Hazan

TOUCHDOWN: Natural Language Navigation and Spatial Reasoning in Visual Street Environments

Howard Chen, Alane Suhr, Dipendra Misra, Noah Snavely, Yoav Artzi

Vision-Based Navigation With Language-Based Assistance via Imitation Learning With Indirect Intervention

Khanh Nguyen, Debadeepta Dey, Chris Brockett, Bill Dolan

Engaging Image Captioning via Personality

Kurt Shuster, Samuel Humeau, Hexiang Hu, Antoine Bordes, Jason Weston

Informative Object Annotations: Tell Me Something I Don't Know

Lior Bracha, Gal Chechik

Pointing Novel Objects in Image Captioning

Yehao Li, Ting Yao, Yingwei Pan, Hongyang Chao, Tao Mei

Spatio-Temporal Dynamics and Semantic Attribute Enriched Visual Encoding for Video Captioning

Nayyer Aafaq, Naveed Akhtar, Wei Liu, Syed Zulqarnain Gilani, Ajmal Mian

Multi-Level Multimodal Common Semantic Space for Image-Phrase Grounding

Hassan Akbari, Svebor Karaman, Surabhi Bhargava, Brian Chen, Carl Vondrick

Good News, Everyone! Context Driven Entity-Aware Captioning for News Images

Ali Furkan Biten, Lluis Gomez, Marcal Rusinol, Dimosthenis Karatzas

Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection

Taekyung Kim, Minki Jeong, Seunghyeon Kim, Seokeon Choi, Changick Kim

Depth Coefficients for Depth Completion

Saif Imran, Yunfei Long, Xiaoming Liu, Daniel Morris

PCAN: 3D Attention Map Learning Using Contextual Information for Point Cloud Based Retrieval

Wenxiao Zhang, Chunxia Xiao

Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping

Suhas Lohit, Qiao Wang, Pavan Turaga

A Relation-Augmented Fully Convolutional Network for Semantic Segmentation in Aerial Scenes

Lichao Mou, Yuansheng Hua, Xiao Xiang Zhu

Variational Autoencoders Pursue PCA Directions (by Accident)

Michal Rolinek, Dominik Zietlow, Georg Martius

Object Counting and Instance Segmentation With Image-Level Supervision

Hisham Cholakkal, Guolei Sun, Fahad Shahbaz Khan, Ling Shao

Representation Similarity Analysis for Efficient Task Taxonomy & Transfer Learning

Kshitij Dwivedi, Gemma Roig

PIEs: Pose Invariant Embeddings

Chih-Hui Ho, Pedro Morgado, Amir Persekian, Nuno Vasconcelos

Putting Humans in a Scene: Learning Affordance in 3D Indoor Environments

Xueting Li, Sifei Liu, Kihwan Kim, Xiaolong Wang, Ming-Hsuan Yang

Large-Scale Distributed Second-Order Optimization Using Kronecker-Factored Approximate Curvature for Deep Convolutional Neural Networks

Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno, Akira Naruse, Rio Yokota

Skin-Based Identification From Multispectral Image Data Using CNNs

Takeshi Uemori, Atsushi Ito, Yusuke Moriuchi, Alexander Gatto, Jun Murayama

Semantic Attribute Matching Networks

Seungryong Kim, Dongbo Min, Somi Jeong, Sunok Kim, Sangryul Jeon

Dichromatic Model Based Temporal Color Constancy for AC Light Sources

Jun-Sang Yoo, Jong-Ok Kim

PDE Acceleration for Active Contours

Anthony Yezzi, Ganesh Sundaramoorthi, Minas Benyamin

Convolutional Neural Networks Can Be Deceived by Visual Illusions

Alexander Gomez-Villa, Adrian Martin, Javier Vazquez-Corral, Marcelo Bertalmío

Event Cameras, Contrast Maximization and Reward Functions: An Analysis

Timo Stoffregen, Lindsay Kleeman

Scalable Convolutional Neural Network for Image Compressed Sensing

Wuzhen Shi, Feng Jiang, Shaohui Liu, Debin Zhao

Focus Is All You Need: Loss Functions for Event-Based Vision

Guillermo Gallego, Mathias Gehrig, Davide Scaramuzza

Spatial Attentive Single-Image Deraining With a High Quality Real Rain Dataset

Tianyu Wang, Xin Yang, Ke Xu, Shaozhe Chen, Qiang Zhang

Knowing When to Stop: Evaluation and Verification of Conformity to Output-Size Specifications

Chenglong Wang, Rudy Bunel, Krishnamurthy Dvijotham, Po-Sen Huang, Edward Grefenstette

Learning Parallax Attention for Stereo Image Super-Resolution

Longguang Wang, Yingqian Wang, Zhengfa Liang, Zaiping Lin, Jungang Yang

Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation

Anurag Ranjan, Varun Jampani, Lukas Balles, Kihwan Kim, Deqing Sun

Using Unknown Occluders to Recover Hidden Scenes

Adam B. Yedidia, Manel Baradad, CHRISTOS THRAMPOULIDIS, William T. Freeman, Gregory W. Wornell

Deep Defocus Map Estimation Using Domain Adaptation

Junyong Lee, Sungkil Lee, Sunghyun Cho, Seungyong Lee

Quasi-Unsupervised Color Constancy

Simone Bianco, Claudio Cusano

Spectral Reconstruction From Dispersive Blur: A Novel Light Efficient Spectral Imager

Yuanyuan Zhao, Xuemei Hu, Hui GUO, Zhan Ma, Tao Yue

Disentangling Latent Space for VAE by Label Relevant/Irrelevant Dimensions

Zhilin Zheng, Li Sun

Zoom-In-To-Check: Boosting Video Interpolation via Instance-Level Discrimination

Liangzhe Yuan, Yibo Chen, Hantian Liu, Tao Kong, Jianbo Shi

Object-Driven Text-To-Image Synthesis via Adversarial Training

Wenbo Li, Pengchuan Zhang, Lei Zhang, Qiuyuan Huang, Xiaodong He

Texture Mixer: A Network for Controllable Synthesis and Interpolation of Texture

Ning Yu, Connelly Barnes, Eli Shechtman, Sohrab Amirghodsi, Michal Lukac

Self-Supervised GANs via Auxiliary Rotation Loss

Ting Chen, Xiaohua Zhai, Marvin Ritter, Mario Lucic, Neil Houlsby

On Stabilizing Generative Adversarial Training With Noise

Simon Jenni, Paolo Favaro

Coordinate-Based Texture Inpainting for Pose-Guided Human Image Generation

Artur Grigorev, Artem Sevastopolsky, Alexander Vakhitov, Victor Lempitsky

Multi-Agent Tensor Fusion for Contextual Trajectory Prediction

Tianyang Zhao, Yifei Xu, Mathew Monfort, Wongun Choi, Chris Baker

A Neural Temporal Model for Human Motion Prediction

Anand Gopalakrishnan, Ankur Mali, Dan Kifer, Lee Giles, Alexander G. Ororbia

An Efficient Schmidt-EKF for 3D Visual-Inertial SLAM

Patrick Geneva, James Maley, Guoquan Huang

Unsupervised Deep Epipolar Flow for Stationary or Dynamic Scenes

Yiran Zhong, Pan Ji, Jianyuan Wang, Yuchao Dai, Hongdong Li

SR-LSTM: State Refinement for LSTM Towards Pedestrian Trajectory Prediction

Pu Zhang, Wanli Ouyang, Pengfei Zhang, Jianru Xue, Nanning Zheng

Double Nuclear Norm Based Low Rank Representation on Grassmann Manifolds for Clustering

Xinglin Piao, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin

Unsupervised Learning of Action Classes With Continuous Temporal Embedding

Anna Kukleva, Hilde Kuehne, Fadime Sener, Jürgen Gall

Learning Spatio-Temporal Representation With Local and Global Diffusion

Zhaofan Qiu, Ting Yao, Chong-Wah Ngo, Xinmei Tian, Tao Mei

Large-Scale Weakly-Supervised Pre-Training for Video Action Recognition

Deepti Ghadiyaram, Du Tran, Dhruv Mahajan

A Neural Network Based on SPD Manifold Learning for Skeleton-Based Hand Gesture Recognition

Xuan Son Nguyen, Luc Brun, Olivier Lezoray, Sebastien Bougleux

Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition

Lei Shi, Yifan Zhang, Jian Cheng, Hanqing Lu

Improving Action Localization by Progressive Cross-Stream Cooperation

Rui Su, Wanli Ouyang, Luping Zhou, Dong Xu

Local Temporal Bilinear Pooling for Fine-Grained Action Parsing

Yan Zhang, Siyu Tang, Krikamol Muandet, Christian Jarvers, Heiko Neumann

Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos

Romero Morais, Vuong Le, Truyen Tran, Budhaditya Saha, Moussa Mansour

TACNet: Transition-Aware Context Network for Spatio-Temporal Action Detection

Lin Song, Shiwei Zhang, Gang Yu, Hongbin Sun

PifPaf: Composite Fields for Human Pose Estimation

Sven Kreiss, Lorenzo Bertoni, Alexandre Alahi

LBS Autoencoder: Self-Supervised Fitting of Articulated Meshes to Point Clouds

Chun-Liang Li, Tomas Simon, Jason Saragih, Barnabás Póczos, Yaser Sheikh

Disentangled Representation Learning for 3D Face Shape

Zi-Hang Jiang, Qianyi Wu, Keyu Chen, Juyong Zhang

AdaptiveFace: Adaptive Margin and Sampling for Face Recognition

Hao Liu, Xiangyu Zhu, Zhen Lei, Stan Z. Li

Improving Few-Shot User-Specific Gaze Adaptation via Gaze Redirection Synthesis

Yu Yu, Gang Liu, Jean-Marc Odobez

Point-To-Pose Voting Based Hand Pose Estimation Using Residual Permutation Equivariant Layer

Shile Li, Dongheui Lee

Local Relationship Learning With Person-Specific Shape Regularization for Facial Action Unit Detection

Xuesong Niu, Hu Han, Songfan Yang, Yan Huang, Shiguang Shan

Generalizing Eye Tracking With Bayesian Adversarial Learning

Kang Wang, Rui Zhao, Hui Su, Qiang Ji

Low-Rank Laplacian-Uniform Mixed Model for Robust Face Recognition

Jiayu Dong, Huicheng Zheng, Lina Lian

Noise-Tolerant Paradigm for Training Face Recognition CNNs

Wei Hu, Yangyu Huang, Fan Zhang, Ruirui Li

Attribute-Aware Face Aging With Wavelet-Based Generative Adversarial Networks

Yunfan Liu, Qi Li, Zhenan Sun

Monocular 3D Object Detection Leveraging Accurate Proposals and Shape Reconstruction

Jason Ku, Alex D. Pon, Steven L. Waslander

Action4D: Online Action Recognition in the Crowd and Clutter

Quanzeng You, Hao Jiang

Re-Identification Supervised Texture Generation

Jian Wang, Yunshan Zhong, Yachun Li, Chi Zhang, Yichen Wei

Translate-to-Recognize Networks for RGB-D Scene Recognition

Dapeng Du, Limin Wang, Huiling Wang, KAI ZHAO, Gangshan Wu

CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth

Jose M. Facil, Benjamin Ummenhofer, Huizhong Zhou, Luis Montesano, Thomas Brox

Deep Single Image Camera Calibration With Radial Distortion

Manuel Lopez, Roger Mari, Pau Gargallo, Yubin Kuang, Javier Gonzalez-Jimenez

Learning Joint Reconstruction of Hands and Manipulated Objects

Yana Hasson, Gül Varol, Dimitrios Tzionas, Igor Kalevatykh, Michael J. Black

The Alignment of the Spheres: Globally-Optimal Spherical Mixture Alignment for Camera Pose Estimation

Dylan Campbell, Lars Petersson, Laurent Kneip, Hongdong Li, Stephen Gould

StereoDRNet: Dilated Residual StereoNet

Rohan Chabra, Julian Straub, Christopher Sweeney, Richard Newcombe, Henry Fuchs

SceneCode: Monocular Dense Semantic Reconstruction Using Learned Encoded Scene Representations

Shuaifeng Zhi, Michael Bloesch, Stefan Leutenegger, Andrew J. Davison

Robustness of 3D Deep Learning in an Adversarial Setting

Matthew Wicker, Marta Kwiatkowska

Perturbation Analysis of the 8-Point Algorithm: A Case Study for Wide FoV Cameras

Thiago L. T. da Silveira, Claudio R. Jung