Volume 129, Number 12, December 2021
DeMoCap: Low-Cost Marker-Based Motion Capture.

Anargyros Chatzitofis Dimitrios Zarpalas Petros Daras Stefanos D. Kollias

3D-FUTURE: 3D Furniture Shape with TextURE.

Huan Fu Rongfei Jia Lin Gao Mingming Gong Binqiang Zhao Stephen J. Maybank Dacheng Tao

NAS-FCOS: Efficient Search for Object Detection Architectures.

Ning Wang Yang Gao Hao Chen Peng Wang Zhi Tian Chunhua Shen Yanning Zhang

Dual-view Snapshot Compressive Imaging via Optical Flow Aided Recurrent Neural Network.

Ruiying Lu Bo Chen Guanliang Liu Ziheng Cheng Mu Qiao Xin Yuan

Deep Trajectory Post-Processing and Position Projection for Single & Multiple Camera Multiple Object Tracking.

Cong Ma Fan Yang Yuan Li Huizhu Jia Xiaodong Xie Wen Gao

Dual-Constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior.

Yan Zhang Zhao Zhang Yang Wang Zheng Zhang Li Zhang Shuicheng Yan Meng Wang

Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction.

Giovanni Bellitto Federica Proietto Salanitri Simone Palazzo Francesco Rundo Daniela Giordano Concetto Spampinato

Visiting the Invisible: Layer-by-Layer Completed Scene Decomposition.

Chuanxia Zheng Duy-Son Dao Guoxian Song Tat-Jen Cham Jianfei Cai

Pixel-in-Pixel Net: Towards Efficient Facial Landmark Detection in the Wild.

Haibo Jin Shengcai Liao Ling Shao

Guest Editorial: Special Issue on Deep Learning for Video Analysis and Compression.

Dong Xu Rama Chellappa Luc Van Gool Guo Lu

Computer Vision and Pattern Recognition 2020.

Zeynep Akata Andreas Geiger Torsten Sattler


Volume 129, Number 11, November 2021
Norm-Aware Embedding for Efficient Person Search and Tracking.

Di Chen Shanshan Zhang Jian Yang Bernt Schiele

Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations.

Max Maria Losch Mario Fritz Bernt Schiele

The Fishyscapes Benchmark: Measuring Blind Spots in Semantic Segmentation.

Hermann Blum Paul-Edouard Sarlin Juan I. Nieto Roland Siegwart Cesar Cadena

Assignment Flow for Order-Constrained OCT Segmentation.

Dmitrij Sitenko Bastian Boll Christoph Schnörr

FairMOT: On the Fairness of Detection and Re-identification in Multiple Object Tracking.

Yifu Zhang Chunyu Wang Xinggang Wang Wenjun Zeng Wenyu Liu

BiSeNet V2: Bilateral Network with Guided Aggregation for Real-Time Semantic Segmentation.

Changqian Yu Changxin Gao Jingbo Wang Gang Yu Chunhua Shen Nong Sang

Hierarchical Conditional Relation Networks for Multimodal Video Question Answering.

Thao Minh Le Vuong Le Svetha Venkatesh Truyen Tran

3D Scene Reconstruction with an Un-calibrated Light Field Camera.

Qi Zhang Hongdong Li Xue Wang Qing Wang

Guest Editorial: Special Issue: Computer Vision and Pattern Recognition (DAGM GCPR 2019).

Simone Frintrop Gernot A. Fink Xiaoyi Jiang

Predicting Visual Political Bias Using Webly Supervised Data and an Auxiliary Task.

Christopher Thomas Adriana Kovashka

A Coarse-to-Fine Framework for Resource Efficient Video Recognition.

Zuxuan Wu Hengduo Li Yingbin Zheng Caiming Xiong Yu-Gang Jiang Larry S. Davis

Deep Learning Geometry Compression Artifacts Removal for Video-Based Point Cloud Compression.

Wei Jia Li Li Zhu Li Shan Liu


Volume 129, Number 10, October 2021
Context and Structure Mining Network for Video Object Detection.

Liang Han Pichao Wang Zhaozheng Yin Fan Wang Hao Li

Adaptive Dimension-Discriminative Low-Rank Tensor Recovery for Computational Hyperspectral Imaging.

Lizhi Wang Shipeng Zhang Hua Huang

Just Recognizable Distortion for Machine Vision Oriented Image and Video Coding.

Qi Zhang Shanshe Wang Xinfeng Zhang Siwei Ma Wen Gao

DLOW: Domain Flow and Applications.

Rui Gong Wen Li Yuhua Chen Dengxin Dai Luc Van Gool

SportsCap: Monocular 3D Human Motion Capture and Fine-Grained Understanding in Challenging Sports Videos.

Xin Chen Anqi Pang Wei Yang Yuexin Ma Lan Xu Jingyi Yu

Deep Maximum a Posterior Estimator for Video Denoising.

Lu Sun Weisheng Dong Xin Li Jinjian Wu Leida Li Guangming Shi

A Decomposable Winograd Method for N-D Convolution Acceleration in Video Analysis.

Di Huang Rui Zhang Xishan Zhang Fan Wu Xianzhuo Wang Pengwei Jin Shaoli Liu Ling Li Yunji Chen

Pluralistic Free-Form Image Completion.

Chuanxia Zheng Tat-Jen Cham Jianfei Cai

SDNet: A Versatile Squeeze-and-Decomposition Network for Real-Time Image Fusion.

Hao Zhang Jiayi Ma

Spectral Shape Recovery and Analysis Via Data-driven Connections.

Riccardo Marin Arianna Rampini Umberto Castellani Emanuele Rodolà Maks Ovsjanikov Simone Melzi

Cascaded Split-and-Aggregate Learning with Feature Recombination for Pedestrian Attribute Recognition.

Yang Yang Zichang Tan Prayag Tiwari Hari Mohan Pandey Jun Wan Zhen Lei Guodong Guo Stan Z. Li


Volume 129, Number 9, September 2021
Correction to: Long-Short Temporal-Spatial Clues Excited Network for Robust Person Re-identification.

Shuai Li Wenfeng Song Zheng Fang Jiaying Shi Aimin Hao Qinping Zhao Hong Qin

Learning Adaptive Attribute-Driven Representation for Real-Time RGB-T Tracking.

Pengyu Zhang Dong Wang Huchuan Lu Xiaoyun Yang

Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation.

Mehdi Bahri Eimear O' Sullivan Shunwang Gong Feng Liu Xiaoming Liu Michael M. Bronstein Stefanos Zafeiriou

Learning to Caricature via Semantic Shape Transform.

Wenqing Chu Wei-Chih Hung Yi-Hsuan Tsai Yu-Ting Chang Yijun Li Deng Cai Ming-Hsuan Yang

Towards High Performance Human Keypoint Detection.

Jing Zhang Zhe Chen Dacheng Tao

Structure-Measure: A New Way to Evaluate Foreground Maps.

Ming-Ming Cheng Deng-Ping Fan

Semantics-to-Signal Scalable Image Compression with Learned Revertible Representations.

Kang Liu Dong Liu Li Li Ning Yan Houqiang Li

Tracking by Deblatting.

Denys Rozumnyi Jan Kotera Filip Sroubek Jiri Matas

Learned Collaborative Stereo Refinement.

Patrick Knöbelreiter Thomas Pock

Unsupervised Scale-Consistent Depth Learning from Video.

Jia-Wang Bian Huangying Zhan Naiyan Wang Zhichao Li Le Zhang Chunhua Shen Ming-Ming Cheng Ian Reid

Learning Regression and Verification Networks for Robust Long-term Tracking.

Yunhua Zhang Lijun Wang Dong Wang Jinqing Qi Huchuan Lu

Multi-level Motion Attention for Human Motion Prediction.

Wei Mao Miaomiao Liu Mathieu Salzmann Hongdong Li


Volume 129, Number 8, August 2021
Deep Unsupervised 3D Human Body Reconstruction from a Sparse set of Landmarks.

Meysam Madadi Hugo Bertiche Sergio Escalera

SODA: Weakly Supervised Temporal Action Localization Based on Astute Background Response and Self-Distillation Learning.

Tao Zhao Junwei Han Le Yang Binglu Wang Dingwen Zhang

ShadingNet: Image Intrinsics by Fine-Grained Shading Decomposition.

Anil S. Baslamisli Partha Das Hoang-An Le Sezer Karaoglu Theo Gevers

A Numerical Framework for Elastic Surface Matching, Comparison, and Interpolation.

Martin Bauer Nicolas Charon Philipp Harms Hsi-Wei Hsieh

MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation.

Sicheng Zhao Bo Li Pengfei Xu Xiangyu Yue Guiguang Ding Kurt Keutzer

OCNet: Object Context for Semantic Segmentation.

Yuhui Yuan Lang Huang Jianyuan Guo Chao Zhang Xilin Chen Jingdong Wang

Saliency Detection Inspired by Topological Perception Theory.

Peng Peng Kai-Fu Yang Fuya Luo Yong-Jie Li

Deep CockTail Networks.

Ziliang Chen Pengxu Wei Jingyu Zhuang Guanbin Li Liang Lin

Cross-Modal Pyramid Translation for RGB-D Scene Recognition.

Dapeng Du Limin Wang Zhaoyang Li Gangshan Wu


Volume 129, Number 7, July 2021
Mitigating Demographic Bias in Facial Datasets with Style-Based Multi-attribute Transfer.

Markos Georgopoulos James Oldfield Mihalis A. Nicolaou Yannis Panagakis Maja Pantic

Synthetic Humans for Action Recognition from Unseen Viewpoints.

Gül Varol Ivan Laptev Cordelia Schmid Andrew Zisserman

Unsupervised Domain Adaptation with Background Shift Mitigating for Person Re-Identification.

Yan Huang Qiang Wu Jingsong Xu Yi Zhong Zhaoxiang Zhang

Scale-Aware Domain Adaptive Faster R-CNN.

Yuhua Chen Haoran Wang Wen Li Christos Sakaridis Dengxin Dai Luc Van Gool

The Isowarp: The Template-Based Visual Geometry of Isometric Surfaces.

David Casillas-Perez Daniel Pizarro David Fuentes-Jiménez Manuel Mazo Adrien Bartoli

Attention Guided Low-Light Image Enhancement with a Large Scale Low-Light Simulation Dataset.

Feifan Lv Yu Li Feng Lu

VPR-Bench: An Open-Source Visual Place Recognition Evaluation Framework with Quantifiable Viewpoint and Appearance Change.

Mubariz Zaffar Sourav Garg Michael Milford Julian F. P. Kooij David Flynn Klaus D. McDonald-Maier Shoaib Ehsan

Continuous 3D Multi-Channel Sign Language Production via Progressive Transformers and Mixture Density Networks.

Ben Saunders Necati Cihan Camgöz Richard Bowden

Quo Vadis, Skeleton Action Recognition?

Pranay Gupta Anirudh Thatipelli Aditya Aggarwal Shubh Maheshwari Neel Trivedi Sourav Das Ravi Kiran Sarvadevabhatla

CNN-Based RGB-D Salient Object Detection: Learn, Select, and Fuse.

Hao Chen Youfu Li Yongjian Deng Guosheng Lin

A Shape-Aware Retargeting Approach to Transfer Human Motion and Appearance in Monocular Videos.

Thiago L. Gomes Renato Martins João Pedro Moreira Ferreira Rafael Azevedo Guilherme Torres Erickson R. Nascimento

Segmentation by Continuous Latent Semantic Analysis for Multi-structure Model Fitting.

Guobao Xiao Hanzi Wang Jiayi Ma David Suter

Guest Editorial: Special Issue on "Computer Vision for All Seasons: Adverse Weather and Lighting Conditions".

Dengxin Dai Robby T. Tan Vishal Patel Jiri Matas Bernt Schiele Luc Van Gool

Guest Editorial: Special Issue on Performance Evaluation in Computer Vision.

Daniel Scharstein Angela Dai Daniel Kondermann Torsten Sattler Konrad Schindler


Volume 129, Number 6, June 2021
Renormalization for Initialization of Rolling Shutter Visual-Inertial Odometry.

Branislav Micusik Georgios Evangelidis

Deep Human-Interaction and Association by Graph-Based Learning for Multiple Object Tracking in the Wild.

Cong Ma Fan Yang Yuan Li Huizhu Jia Xiaodong Xie Wen Gao

Exploring the Capacity of an Orderless Box Discretization Network for Multi-orientation Scene Text Detection.

Yuliang Liu Tong He Hao Chen Xinyu Wang Canjie Luo Shuaitao Zhang Chunhua Shen Lianwen Jin

Object Priors for Classifying and Localizing Unseen Actions.

Pascal Mettes William Thong Cees G. M. Snoek

Learning Adaptive Classifiers Synthesis for Generalized Few-Shot Learning.

Han-Jia Ye Hexiang Hu De-Chuan Zhan

Polysemy Deciphering Network for Robust Human-Object Interaction Detection.

Xubin Zhong Changxing Ding Xian Qu Dacheng Tao

Visual Structure Constraint for Transductive Zero-Shot Learning in the Wild.

Ziyu Wan Dongdong Chen Jing Liao

Guided Attention in CNNs for Occluded Pedestrian Detection and Re-identification.

Shanshan Zhang Di Chen Jian Yang Bernt Schiele

Vote-Based 3D Object Detection with Context Modeling and SOB-3DNMS.

Qian Xie Yu-Kun Lai Jing Wu Zhoutao Wang Yiming Zhang Kai Xu Jun Wang

Development and Validation of an Unsupervised Feature Learning System for Leukocyte Characterization and Classification: A Multi-Hospital Study.

Hong Yan Xuanyu Mao Xu Yang Yongquan Xia Chengbin Wang Junjun Wang Rui Xia Xuejing Xu Zhiqiang Wang Zhiyang Li Xie Zhao Yan Li Guoye Liu Li He Zhongyu Wang Zhiqiong Wang Zhiqiang Li Weidong Cai Han Shen Hang Chang

Learning Deep Patch representation for Probabilistic Graphical Model-Based Face Sketch Synthesis.

Mingrui Zhu Jie Li Nannan Wang Xinbo Gao

Knowledge Distillation: A Survey.

Jianping Gou Baosheng Yu Stephen J. Maybank Dacheng Tao


Volume 129, Number 5, May 2021
Correction to: Parallel Single-Pixel Imaging: A General Method for Direct-Global Separation and 3D Shape Reconstruction Under Strong Global Illumination.

Hongzhi Jiang Yuxi Li Huijie Zhao Xudong Li Yang Xu

Exposing Semantic Segmentation Failures via Maximum Discrepancy Competition.

Jiebin Yan Yu Zhong Yuming Fang Zhangyang Wang Kede Ma

You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network.

Boyun Li Yuanbiao Gou Shuhang Gu Jerry Zitao Liu Joey Tianyi Zhou Xi Peng

Evaluating Visual Properties via Robust HodgeRank.

Qianqian Xu Jiechao Xiong Xiaochun Cao Qingming Huang Yuan Yao

Evaluation Metrics for Conditional Image Generation.

Yaniv Benny Tomer Galanti Sagie Benaim Lior Wolf

Successive Graph Convolutional Network for Image De-raining.

Xueyang Fu Qi Qi Zheng-Jun Zha Xinghao Ding Feng Wu John W. Paisley

Mimetics: Towards Understanding Human Actions Out of Context.

Philippe Weinzaepfel Grégory Rogez

Context-Enhanced Representation Learning for Single Image Deraining.

Guoqing Wang Changming Sun Arcot Sowmya

An Exploration of Embodied Visual Exploration.

Santhosh K. Ramakrishnan Dinesh Jayaraman Kristen Grauman

Enhanced 3D Human Pose Estimation from Videos by Using Attention-Based Neural Network with Dilated Convolutions.

Ruixu Liu Ju Shen He Wang Chen Chen Sen-Ching Samson Cheung Vijayan K. Asari

Intra-Camera Supervised Person Re-Identification.

Xiangping Zhu Xiatian Zhu Minxian Li Pietro Morerio Vittorio Murino Shaogang Gong

EfficientPS: Efficient Panoptic Segmentation.

Rohit Mohan Abhinav Valada

Visual Interestingness Prediction: A Benchmark Framework and Literature Review.

Mihai Gabriel Constantin Liviu-Daniel Stefan Bogdan Ionescu Ngoc Q. K. Duong Claire-Hélène Demarty Mats Sjöberg

Real-Time Semantic Segmentation via Auto Depth, Downsampling Joint Decision and Feature Aggregation.

Peng Sun Jiaxiang Wu Songyuan Li Peiwen Lin Junzhou Huang Xi Li

Spatial-Temporal Relation Reasoning for Action Prediction in Videos.

Xinxiao Wu Ruiqi Wang Jingyi Hou Hanxi Lin Jiebo Luo

LAMP-HQ: A Large-Scale Multi-pose High-Quality Database and Benchmark for NIR-VIS Face Recognition.

Aijing Yu Haoxue Wu Huaibo Huang Zhen Lei Ran He

Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis.

Ceyuan Yang Yujun Shen Bolei Zhou

ACTNET: End-to-End Learning of Feature Activations and Multi-stream Aggregation for Effective Instance Image Retrieval.

Syed Sameed Husain Eng-Jon Ong Miroslaw Bober

Manhattan Room Layout Reconstruction from a Single $360^{\circ }$ Image: A Comparative Study of State-of-the-Art Methods.

Chuhang Zou Jheng-Wei Su Chi-Han Peng Alex Colburn Qi Shan Peter Wonka Hung-Kuo Chu Derek Hoiem

Letter-Level Online Writer Identification.

Zelin Chen Hong-Xing Yu Ancong Wu Wei-Shi Zheng

Towards Balanced Learning for Instance Recognition.

Jiangmiao Pang Kai Chen Qi Li Zhihai Xu Huajun Feng Jianping Shi Wanli Ouyang Dahua Lin

Adaptive Channel Selection for Robust Visual Object Tracking with Discriminative Correlation Filters.

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

Deformable Image Registration Based on Functions of Bounded Generalized Deformation.

Ziwei Nie Chen Li Hairong Liu Xiaoping Yang


Volume 129, Number 4, April 2021
DeepFlux for Skeleton Detection in the Wild.

Yongchao Xu Yukang Wang Stavros Tsogkas Jianqiang Wan Xiang Bai Sven J. Dickinson Kaleem Siddiqi

A Comprehensive Benchmark Analysis of Single Image Deraining: Current Challenges and Future Perspectives.

Siyuan Li Wenqi Ren Feng Wang Iago Breno Araujo Eric K. Tokuda Roberto Hirata Junior Roberto M. Cesar Jr. Zhangyang Wang Xiaochun Cao

Selective Wavelet Attention Learning for Single Image Deraining.

Huaibo Huang Aijing Yu Zhenhua Chai Ran He Tieniu Tan

Comparison of Full-Reference Image Quality Models for Optimization of Image Processing Systems.

Keyan Ding Kede Ma Shiqi Wang Eero P. Simoncelli

Unified Quality Assessment of in-the-Wild Videos with Mixed Datasets Training.

Dingquan Li Tingting Jiang Ming Jiang

Complete Singularity Analysis for the Perspective-Four-Point Problem.

Beatriz Pascual-Escudero Abhilash Nayak Sébastien Briot Olivier Kermorgant Philippe Martinet Mohab Safey El Din François Chaumette

Incremental Rotation Averaging.

Xiang Gao Lingjie Zhu Zexiao Xie Hongmin Liu Shuhan Shen

Label-Free Robustness Estimation of Object Detection CNNs for Autonomous Driving Applications.

Arvind Kumar Shekar Liang Gou Liu Ren Axel Wendt

Benchmarking Low-Light Image Enhancement and Beyond.

Jiaying Liu Dejia Xu Wenhan Yang Minhao Fan Haofeng Huang

Excitation Dropout: Encouraging Plasticity in Deep Neural Networks.

Andrea Zunino Sarah Adel Bargal Pietro Morerio Jianming Zhang Stan Sclaroff Vittorio Murino

A Shape Transformation-based Dataset Augmentation Framework for Pedestrian Detection.

Zhe Chen Wanli Ouyang Tongliang Liu Dacheng Tao

Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation.

Zhedong Zheng Yi Yang

AutoDet: Pyramid Network Architecture Search for Object Detection.

Zhihang Li Teng Xi Gang Zhang Jingtuo Liu Ran He

Parallel Single-Pixel Imaging: A General Method for Direct-Global Separation and 3D Shape Reconstruction Under Strong Global Illumination.

Hongzhi Jiang Yuxi Li Huijie Zhao Xudong Li Yang Xu

The MVTec Anomaly Detection Dataset: A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection.

Paul Bergmann Kilian Batzner Michael Fauser David Sattlegger Carsten Steger

Beyond Brightening Low-light Images.

Yonghua Zhang Xiaojie Guo Jiayi Ma Wei Liu Jiawan Zhang

Rectified Binary Convolutional Networks with Generative Adversarial Learning.

Chunlei Liu Wenrui Ding Yuan Hu Baochang Zhang Jianzhuang Liu Guodong Guo David S. Doermann

Evaluation of Inpainting and Augmentation for Censored Image Queries.

Samuel Black Somayeh Keshavarz Richard Souvenir

Separating Content from Style Using Adversarial Learning for Recognizing Text in the Wild.

Canjie Luo Qingxiang Lin Yuliang Liu Lianwen Jin Chunhua Shen

Adding Knowledge to Unsupervised Algorithms for the Recognition of Intent.

Stuart Synakowski Qianli Feng Aleix M. Martínez

Hierarchical Visual-Textual Knowledge Distillation for Life-Long Correlation Learning.

Yuxin Peng Jinwei Qi Zhaoda Ye Yunkan Zhuo

Learning to Reconstruct HDR Images from Events, with Applications to Depth and Flow Prediction.

S. Mohammad Mostafavi I. Lin Wang Kuk-Jin Yoon

A Benchmark and Evaluation of Non-Rigid Structure from Motion.

Sebastian Hoppe Nesgaard Jensen Mads Emil Brix Doest Henrik Aanæs Alessio Del Bue

MOTChallenge: A Benchmark for Single-Camera Multiple Target Tracking.

Patrick Dendorfer Aljosa Osep Anton Milan Konrad Schindler Daniel Cremers Ian Reid Stefan Roth Laura Leal-Taixé

Reference Pose Generation for Long-term Visual Localization via Learned Features and View Synthesis.

Zichao Zhang Torsten Sattler Davide Scaramuzza

Learning Extremal Representations with Deep Archetypal Analysis.

Sebastian Mathias Keller Maxim Samarin Fabricio Arend Torres Mario Wieser Volker Roth


Volume 129, Number 3, March 2021
Correction to: Rooted Spanning Superpixels.

Dengfeng Chai

Deep Nets: What have They Ever Done for Vision?

Alan L. Yuille Chenxi Liu

CDTD: A Large-Scale Cross-Domain Benchmark for Instance-Level Image-to-Image Translation and Domain Adaptive Object Detection.

Zhiqiang Shen Mingyang Huang Jianping Shi Zechun Liu Harsh Maheshwari Yutong Zheng Xiangyang Xue Marios Savvides Thomas S. Huang

Compositional Convolutional Neural Networks: A Robust and Interpretable Model for Object Recognition Under Occlusion.

Adam Kortylewski Qing Liu Angtian Wang Yihong Sun Alan L. Yuille

Viewpoint and Scale Consistency Reinforcement for UAV Vehicle Re-Identification.

Shangzhi Teng Shiliang Zhang Qingming Huang Nicu Sebe

AdaFuse: Adaptive Multiview Fusion for Accurate Human Pose Estimation in the Wild.

Zhe Zhang Chunyu Wang Weichao Qiu Wenhu Qin Wenjun Zeng

Weakly Supervised Group Mask Network for Object Detection.

Lingyun Song Jun Liu Mingxuan Sun Xuequn Shang

Entrack: Probabilistic Spherical Regression with Entropy Regularization for Fiber Tractography.

Viktor Wegmayr Joachim M. Buhmann

Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild.

Xin Chen Lingxi Xie Jun Wu Qi Tian

Residual Dual Scale Scene Text Spotting by Fusing Bottom-Up and Top-Down Processing.

Wei Feng Fei Yin Xu-Yao Zhang Wenhao He Cheng-Lin Liu

Progressive Multi-granularity Analysis for Video Prediction.

Jingwei Xu Bingbing Ni Xiaokang Yang


Volume 129, Number 2, February 2021
Deformable Kernel Networks for Joint Image Filtering.

Beomjun Kim Jean Ponce Bumsub Ham

HOTA: A Higher Order Metric for Evaluating Multi-object Tracking.

Jonathon Luiten Aljosa Osep Patrick Dendorfer Philip H. S. Torr Andreas Geiger Laura Leal-Taixé Bastian Leibe

Image Matching Across Wide Baselines: From Paper to Practice.

Yuhe Jin Dmytro Mishkin Anastasiia Mishchuk Jiri Matas Pascal Fua Kwang Moo Yi Eduard Trulls

Binarized Neural Architecture Search for Efficient Object Recognition.

Hanlin Chen Li'an Zhuo Baochang Zhang Xiawu Zheng Jianzhuang Liu Rongrong Ji David S. Doermann Guodong Guo

Fine-Grained Instance-Level Sketch-Based Image Retrieval.

Qian Yu Jifei Song Yi-Zhe Song Tao Xiang Timothy M. Hospedales

Benchmarking the Robustness of Semantic Segmentation Models with Respect to Common Corruptions.

Christoph Kamann Carsten Rother

LaSOT: A High-quality Large-scale Single Object Tracking Benchmark.

Heng Fan Hexin Bai Liting Lin Fan Yang Peng Chu Ge Deng Sijia Yu Harshit Mingzhen Huang Juehuan Liu Yong Xu Chunyuan Liao Lin Yuan Haibin Ling

Deep Hashing with Hash-Consistent Large Margin Proxy Embeddings.

Pedro Morgado Yunsheng Li José Costa Pereira Mohammad J. Saberian Nuno Vasconcelos

Unsupervised Deep Representation Learning for Real-Time Tracking.

Ning Wang Wengang Zhou Yibing Song Chao Ma Wei Liu Houqiang Li

Face Image Reflection Removal.

Renjie Wan Boxin Shi Haoliang Li Ling-Yu Duan Alex C. Kot

A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains.

Lyndon Chan Mahdi S. Hosseini Konstantinos N. Plataniotis

Rain Rendering for Evaluating and Improving Robustness to Bad Weather.

Maxime Tremblay Shirsendu Sukanta Halder Raoul de Charette Jean-François Lalonde

JÂA-Net: Joint Facial Action Unit Detection and Face Alignment Via Adaptive Attention.

Zhiwen Shao Zhilei Liu Jianfei Cai Lizhuang Ma

Beyond Covariance: SICE and Kernel Based Visual Feature Representation.

Jianjia Zhang Lei Wang Luping Zhou Wanqing Li

Volume Sweeping: Learning Photoconsistency for Multi-View Shape Reconstruction.

Vincent Leroy Jean-Sébastien Franco Edmond Boyer

Unsupervised Domain Adaptation in the Wild via Disentangling Representation Learning.

Haoliang Li Renjie Wan Shiqi Wang Alex C. Kot


Volume 129, Number 1, January 2021
Talk2Nav: Long-Range Vision-and-Language Navigation with Dual Attention and Spatial Memory.

Arun Balajee Vasudevan Dengxin Dai Luc Van Gool

Pixel-Wise Crowd Understanding via Synthetic Data.

Qi Wang Junyu Gao Wei Lin Yuan Yuan

DeepVS2.0: A Saliency-Structured Deep Learning Method for Predicting Dynamic Visual Attention.

Lai Jiang Mai Xu Zulin Wang Leonid Sigal

Improving Image Description with Auxiliary Modality for Visual Localization in Challenging Conditions.

Nathan Piasco Désiré Sidibé Valérie Gouet-Brunet Cédric Demonceaux

Scene Text Detection and Recognition: The Deep Learning Era.

Shangbang Long Xin He Cong Yao

Recursive Context Routing for Object Detection.

Zhe Chen Jing Zhang Dacheng Tao

Temporally Coherent General Dynamic Scene Reconstruction.

Armin Mustafa Marco Volino Hansung Kim Jean-Yves Guillemaut Adrian Hilton

Solving Rolling Shutter 3D Vision Problems using Analogies with Non-rigidity.

Yizhen Lao Omar Ait-Aider Adrien Bartoli

A Camera Model for Line-Scan Cameras with Telecentric Lenses.

Carsten Steger Markus Ulrich

Image Matching from Handcrafted to Deep Features: A Survey.

Jiayi Ma Xingyu Jiang Aoxiang Fan Junjun Jiang Junchi Yan

View Transfer on Human Skeleton Pose: Automatically Disentangle the View-Variant and View-Invariant Information for Pose Representation Learning.

Qiang Nie Yunhui Liu