Volume 43, Number 12, December 2021
Unique Geometry and Texture From Corresponding Image Patches.

Dor Verbin Steven J. Gortler Todd E. Zickler

Topology-Aware Graph Pooling Networks.

Hongyang Gao Yi Liu Shuiwang Ji

Learning Rates for Stochastic Gradient Descent With Nonconvex Objectives.

Yunwen Lei Ke Tang

Video Snapshot: Single Image Motion Expansion via Invertible Motion Embedding.

Qianshu Zhu Chu Han Guoqiang Han Tien-Tsin Wong Shengfeng He

Progressive Cross-Stream Cooperation in Spatial and Temporal Domain for Action Localization.

Rui Su Dong Xu Luping Zhou Wanli Ouyang

On Connections Between Regularizations for Improving DNN Robustness.

Yiwen Guo Long Chen Yurong Chen Changshui Zhang

Multi-View Representation Learning With Deep Gaussian Processes.

Shiliang Sun Wenbo Dong Qiuyang Liu

MultiDIAL: Domain Alignment Layers for (Multisource) Unsupervised Domain Adaptation.

Fabio Maria Carlucci Lorenzo Porzi Barbara Caputo Elisa Ricci Samuel Rota Bulò

Large Graph Clustering With Simultaneous Spectral Embedding and Discretization.

Zhen Wang Zhaoqing Li Rong Wang Feiping Nie Xuelong Li

Kernel k-Groups via Hartigan's Method.

Guilherme França Maria L. Rizzo Joshua T. Vogelstein

Infinite Feature Selection: A Graph-based Feature Filtering Approach.

Giorgio Roffo Simone Melzi Umberto Castellani Alessandro Vinciarelli Marco Cristani

Evaluation of Saccadic Scanpath Prediction: Subjective Assessment Database and Recurrent Neural Network Based Metric.

Chen Xia Junwei Han Dingwen Zhang

Deep Non-Rigid Structure From Motion With Missing Data.

Chen Kong Simon Lucey

Deep Learning for 3D Point Clouds: A Survey.

Yulan Guo Hanyun Wang Qingyong Hu Hao Liu Li Liu Mohammed Bennamoun

Deep Back-ProjectiNetworks for Single Image Super-Resolution.

Muhammad Haris Greg Shakhnarovich Norimichi Ukita

Deep Autoencoding Topic Model With Scalable Hybrid Bayesian Inference.

Hao Zhang Bo Chen Yulai Cong Dandan Guo Hongwei Liu Mingyuan Zhou

CrossNet++: Cross-Scale Large-Parallax Warping for Reference-Based Super-Resolution.

Yang Tan Haitian Zheng Yinheng Zhu Xiaoyun Yuan Xing Lin David J. Brady Lu Fang

Bridging the Gap Between Computational Photography and Visual Recognition.

Rosaura G. VidalMata Sreya Banerjee Brandon RichardWebster Michael Albright Pedro Davalos Scott McCloskey Ben Miller Asong Tambo Sushobhan Ghosh Sudarshan Nagesh Ye Yuan Yueyu Hu Junru Wu Wenhan Yang Xiaoshuai Zhang Jiaying Liu Zhangyang Wang Hwann-Tzong Chen Tzu-Wei Huang Wen-Chi Chin Yi-Chun Li Mahmoud Lababidi Charles Otto Walter J. Scheirer

Attention-Based Dropout Layer for Weakly Supervised Single Object Localization and Semantic Segmentation.

Junsuk Choe Seungho Lee Hyunjung Shim

Accelerated Variance Reduction Stochastic ADMM for Large-Scale Machine Learning.

Yuanyuan Liu Fanhua Shang Hongying Liu Lin Kong Licheng Jiao Zhouchen Lin

MannequinChallenge: Learning the Depths of Moving People by Watching Frozen People.

Zhengqi Li Tali Dekel Forrester Cole Richard Tucker Noah Snavely Ce Liu William T. Freeman

A Style-Based Generator Architecture for Generative Adversarial Networks.

Tero Karras Samuli Laine Timo Aila

Vision-Language Navigation Policy Learning and Adaptation.

Xin Wang Qiuyuan Huang Asli Celikyilmaz Jianfeng Gao Dinghan Shen Yuan-Fang Wang William Yang Wang Lei Zhang

Editorial: Introduction to the Special Section on CVPR2019 Best Papers.

Gang Hua Derek Hoiem Abhinav Gupta Zhuowen Tu


Volume 43, Number 11, November 2021
Guided Zoom: Zooming into Network Evidence to Refine Fine-Grained Model Decisions.

Sarah Adel Bargal Andrea Zunino Vitali Petsiuk Jianming Zhang Kate Saenko Vittorio Murino Stan Sclaroff

Discriminative Triad Matching and Reconstruction for Weakly Referring Expression Grounding.

Mingjie Sun Jimin Xiao Eng Gee Lim Si Liu John Yannis Goulermas

Wavefront Marching Methods: A Unified Algorithm to Solve Eikonal and Static Hamilton-Jacobi Equations.

Brais Cancela Amparo Alonso-Betanzos

Unpaired Person Image Generation With Semantic Parsing Transformation.

Sijie Song Wei Zhang Jiaying Liu Zongming Guo Tao Mei

Towards a Complete 3D Morphable Model of the Human Head.

Stylianos Ploumpis Evangelos Ververas Eimear O' Sullivan Stylianos Moschoglou Haoyang Wang Nick E. Pears William A. P. Smith Baris Gecer Stefanos Zafeiriou

The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines.

Dima Damen Hazel Doughty Giovanni Maria Farinella Sanja Fidler Antonino Furnari Evangelos Kazakos Davide Moltisanti Jonathan Munro Toby Perrett Will Price Michael Wray

The Bayesian Cut.

Petr Taborsky Laurent Vermue Maciej Korzepa Morten Mørup

Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction.

Zhiyong Yang Qianqian Xu Xiaochun Cao Qingming Huang

SurfaceNet+: An End-to-end 3D Neural Network for Very Sparse Multi-View Stereopsis.

Mengqi Ji Jinzhi Zhang Qionghai Dai Lu Fang

Single Image Deraining: From Model-Based to Data-Driven and Beyond.

Wenhan Yang Robby T. Tan Shiqi Wang Yuming Fang Jiaying Liu

Self-Supervised Visual Feature Learning With Deep Neural Networks: A Survey.

Longlong Jing Yingli Tian

Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video.

Antonino Furnari Giovanni Maria Farinella

RefineFace: Refinement Neural Network for High Performance Face Detection.

Shifeng Zhang Cheng Chi Zhen Lei Stan Z. Li

Plane Segmentation Based on the Optimal-Vector-Field in LiDAR Point Clouds.

Sheng Xu Ruisheng Wang Hao Wang Ruigang Yang

Norm-Preservation: Why Residual Networks Can Become Extremely Deep?

Alireza Zaeemzadeh Nazanin Rahnavard Mubarak Shah

Normalizing Flows: An Introduction and Review of Current Methods.

Ivan Kobyzev Simon J. D. Prince Marcus A. Brubaker

Mining Interpretable AOG Representations From Convolutional Networks via Active Question Answering.

Quanshi Zhang Jie Ren Ge Huang Ruiming Cao Ying Nian Wu Song-Chun Zhu

Minimal Solvers for Rectifying From Radially-Distorted Conjugate Translations.

James Pritts Zuzana Kukelova Viktor Larsson Yaroslava Lochman Ondrej Chum

Maximum Density Divergence for Domain Adaptation.

Jingjing Li Erpeng Chen Zhengming Ding Lei Zhu Ke Lu Heng Tao Shen

Intrinsic Grassmann Averages for Online Linear, Robust and Nonlinear Subspace Learning.

Rudrasis Chakraborty Liu Yang Søren Hauberg Baba C. Vemuri

Integrating Multiple Receptive Fields Through Grouped Active Convolution.

Yunho Jeon Junmo Kim

Heterogeneous Few-Shot Model Rectification With Semantic Mapping.

Han-Jia Ye De-Chuan Zhan Yuan Jiang Zhi-Hua Zhou

Extraction of an Explanatory Graph to Interpret a CNN.

Quanshi Zhang Xin Wang Ruiming Cao Ying Nian Wu Feng Shi Song-Chun Zhu

End-to-End Learning for Omnidirectional Stereo Matching With Uncertainty Prior.

Changhee Won Jongbin Ryu Jongwoo Lim

Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features.

Simone Palazzo Concetto Spampinato Isaak Kavasidis Daniela Giordano Joseph Schmidt Mubarak Shah

Contextual Translation Embedding for Visual Relationship Detection and Scene Graph Generation.

Zih-Siou Hung Arun Mallya Svetlana Lazebnik

Chart Mining: A Survey of Methods for Automated Chart Analysis.

Kenny Davila Srirangaraj Setlur David S. Doermann Bhargava Urala Kota Venu Govindaraju

AP-Loss for Accurate One-Stage Object Detection.

Kean Chen Weiyao Lin Jianguo Li John See Ji Wang Junni Zou

Active Image Synthesis for Efficient Labeling.

Jialei Chen Yujia Xie Kan (Kevin) Wang Chuck Zhang Mani A. Vannan Ben Wang Zhen Qian

A New Approach to Robust Estimation of Parametric Structures.

Xiang Yang Peter Meer Jonathan Meer

3D Hand Pose Estimation Using Synthetic Data and Weakly Labeled RGB Images.

Yujun Cai Liuhao Ge Jianfei Cai Nadia Magnenat-Thalmann Junsong Yuan


Volume 43, Number 10, October 2021
The Mutex Watershed and its Objective: Efficient, Parameter-Free Graph Partitioning.

Steffen Wolf Alberto Bailoni Constantin Pape Nasim Rahaman Anna Kreshuk Ullrich Köthe Fred A. Hamprecht

TE141K: Artistic Text Benchmark for Text Effect Transfer.

Shuai Yang Wenjing Wang Jiaying Liu

Visibility-Aware Point-Based Multi-View Stereo Network.

Rui Chen Songfang Han Jing Xu Hao Su

Supervision by Registration and Triangulation for Landmark Detection.

Xuanyi Dong Yi Yang Shih-En Wei Xinshuo Weng Yaser Sheikh Shoou-I Yu

Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds.

Huan Lei Naveed Akhtar Ajmal Mian

Unifying Offline and Online Multi-Graph Matching via Finding Shortest Paths on Supergraph.

Zetian Jiang Tianzhe Wang Junchi Yan

Show, Match and Segment: Joint Weakly Supervised Learning of Semantic Matching and Object Co-Segmentation.

Yun-Chun Chen Yen-Yu Lin Ming-Hsuan Yang Jia-Bin Huang

Recent Advances in Open Set Recognition: A Survey.

Chuanxing Geng Sheng-Jun Huang Songcan Chen

Pixel2Mesh: 3D Mesh Model Generation via Image Guided Deformation.

Nanyang Wang Yinda Zhang Zhuwen Li Yanwei Fu Hang Yu Wei Liu Xiangyang Xue Yu-Gang Jiang

Partial Multi-Label Learning via Credible Label Elicitation.

Min-Ling Zhang Jun-Peng Fang

Multiview Feature Selection for Single-View Classification.

Majid Komeili Narges Armanfard Dimitrios Hatzinakos

Optimizing Regularized Cholesky Score for Order-Based Learning of Bayesian Networks.

Qiaoling Ye Arash A. Amini Qing Zhou

Multilinear Modelling of Faces and Expressions.

Stella Grasshof Hanno Ackermann Sami Sebastian Brandt Jörn Ostermann

Model Study of Transient Imaging With Multi-Frequency Time-of-Flight Sensors.

Hongman Wang Hui Qiao Jingyu Lin Rihui Wu Yebin Liu Qionghai Dai

Minimizing Negative Transfer of Knowledge in Multivariate Gaussian Processes: A Scalable and Regularized Approach.

Raed Kontar Garvesh Raskutti Shiyu Zhou

Low-Tubal-Rank Plus Sparse Tensor Recovery With Prior Subspace Information.

Feng Zhang Jianjun Wang Wendong Wang Chen Xu

Learning to Model Relationships for Zero-Shot Video Classification.

Junyu Gao Tianzhu Zhang Changsheng Xu

Line Drawings for Face Portraits From Photos Using Global and Local Structure Based GANs.

Ran Yi Mengfei Xia Yong-Jin Liu Yu-Kun Lai Paul L. Rosin

Learning Content-Weighted Deep Image Compression.

Mu Li Wangmeng Zuo Shuhang Gu Jane You David Zhang

Learning Channel-Wise Interactions for Binary Convolutional Neural Networks.

Ziwei Wang Jiwen Lu Jie Zhou

Interpretable CNNs for Object Classification.

Quanshi Zhang Xin Wang Ying Nian Wu Huilin Zhou Song-Chun Zhu

Imbalance Problems in Object Detection: A Review.

Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas

Deep Learning for Image Super-Resolution: A Survey.

Zhihao Wang Jian Chen Steven C. H. Hoi

Deep High-Resolution Representation Learning for Visual Recognition.

Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng Yang Zhao Dong Liu Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao

Deep Convolutional Neural Network for Multi-Modal Image Restoration and Fusion.

Xin Deng Pier Luigi Dragotti

Camera Pose Estimation Using First-Order Curve Differential Geometry.

Ricardo Fabbri Peter J. Giblin Benjamin B. Kimia

Adversarial Attacks on Time Series.

Fazle Karim Somshubra Majumdar Houshang Darabi

An End-to-End Learning Framework for Video Compression.

Guo Lu Xiaoyun Zhang Wanli Ouyang Li Chen Zhiyong Gao Dong Xu

A Dual Camera System for High Spatiotemporal Resolution Video Acquisition.

Ming Cheng Zhan Ma M. Salman Asif Yiling Xu Haojie Liu Wenbo Bao Jun Sun


Volume 43, Number 9, September 2021
Erratum to "A Bayesian Formulation of Coherent Point Drift".

Osamu Hirose

SibNet: Sibling Convolutional Encoder for Video Captioning.

Sheng Liu Zhou Ren Junsong Yuan

Semi-Supervised Clustering With Constraints of Different Types From Multiple Information Sources.

Liang Bai Jiye Liang Fuyuan Cao

Point Set Registration for 3D Range Scans Using Fuzzy Cluster-Based Metric and Efficient Global Optimization.

Qianfang Liao Da Sun Henrik Andreasson

Hardness-Aware Deep Metric Learning.

Wenzhao Zheng Jiwen Lu Jie Zhou

Gaussian Graphical Model Exploration and Selection in High Dimension Low Sample Size Setting.

Thomas Lartigue Simona Bottani Stephanie Baron Olivier Colliot Stanley Durrleman Stéphanie Allassonnière

Feature-Aware Uniform Tessellations on Video Manifold for Content-Sensitive Supervoxels.

Ran Yi Zipeng Ye Wang Zhao Minjing Yu Yu-Kun Lai Yong-Jin Liu

Eigendecomposition-Free Training of Deep Networks for Linear Least-Square Problems.

Zheng Dang Kwang Moo Yi Yinlin Hu Fei Wang Pascal Fua Mathieu Salzmann

Deeply Supervised Discriminative Learning for Adversarial Defense.

Aamir Mustafa Salman H. Khan Munawar Hayat Roland Goecke Jianbing Shen Ling Shao

Comprehensive Instructional Video Analysis: The COIN Dataset and Performance Evaluation.

Yansong Tang Jiwen Lu Jie Zhou

Bias in Cross-Entropy-Based Training of Deep Survival Networks.

Shekoufeh Gorgi Zadeh Matthias Schmid

Winning Solutions and Post-Challenge Analyses of the ChaLearn AutoDL Challenge 2019.

Zhengying Liu Adrien Pavao Zhen Xu Sergio Escalera Fabio Ferreira Isabelle Guyon Sirui Hong Frank Hutter Rongrong Ji Júlio C. S. Jacques Júnior Ge Li Marius Lindauer Zhipeng Luo Meysam Madadi Thomas Nierhoff Kangning Niu Chunguang Pan Danny Stoll Sébastien Treguer Jin Wang Peng Wang Chenglin Wu Youcheng Xiong Arber Zela Yang Zhang

Evolving Fully Automated Machine Learning via Life-Long Knowledge Anchors.

Xiawu Zheng Yang Zhang Sirui Hong Huixia Li Lang Tang Youcheng Xiong Jin Zhou Yan Wang Xiaoshuai Sun Pengfei Zhu Chenglin Wu Rongrong Ji

Auto-Pytorch: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL.

Lucas Zimmer Marius Lindauer Frank Hutter

Adaptation Strategies for Automated Machine Learning on Evolving Data.

Bilge Celik Joaquin Vanschoren

Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning.

Felix Mohr Marcel Wever Alexander Tornede Eyke Hüllermeier

AutoML for Multi-Label Classification: Overview and Empirical Evaluation.

Marcel Wever Alexander Tornede Felix Mohr Eyke Hüllermeier

Additive Tree-Structured Conditional Parameter Spaces in Bayesian Optimization: A Novel Covariance Function and a Fast Implementation.

Xingchen Ma Matthew B. Blaschko

NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing.

Zitong Yu Jun Wan Yunxiao Qin Xiaobai Li Stan Z. Li Guoying Zhao

FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search.

Jiemin Fang Yuzhu Sun Qian Zhang Kangjian Peng Yuan Li Wenyu Liu Xinggang Wang

Neural Architecture Transfer.

Zhichao Lu Gautam Sreekumar Erik D. Goodman Wolfgang Banzhaf Kalyanmoy Deb Vishnu Naresh Boddeti

Partially-Connected Neural Architecture Search for Reduced Computational Redundancy.

Yuhui Xu Lingxi Xie Wenrui Dai Xiaopeng Zhang Xin Chen Guo-Jun Qi Hongkai Xiong Qi Tian

MIGO-NAS: Towards Fast and Generalizable Neural Architecture Search.

Xiawu Zheng Rongrong Ji Yuhang Chen Qiang Wang Baochang Zhang Jie Chen Qixiang Ye Feiyue Huang Yonghong Tian

One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting.

Miao Zhang Huiqi Li Shirui Pan Xiaojun Chang Chuan Zhou Zongyuan Ge Steven Weidong Su

DATA: Differentiable ArchiTecture Approximation With Distribution Guided Sampling.

Xinbang Zhang Jianlong Chang Yiwen Guo Gaofeng Meng Shiming Xiang Zhouchen Lin Chunhong Pan

You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization.

Xinbang Zhang Zehao Huang Naiyan Wang Shiming Xiang Chunhong Pan

Guest Editorial: Automated Machine Learning.

Hugo Jair Escalante Quanming Yao Wei-Wei Tu Nelishia Pillay Rong Qu Yang Yu Neil Houlsby


Volume 43, Number 8, August 2021
Blur-Invariant Similarity Measurement of Images.

Matej Lébl Filip Sroubek Jan Flusser

Multi-Task Head Pose Estimation in-the-Wild.

Roberto Valle José Miguel Buenaposada Luis Baumela

Learning Saliency From Single Noisy Labelling: A Robust Model Fitting Perspective.

Jing Zhang Yuchao Dai Tong Zhang Mehrtash Harandi Nick Barnes Richard Hartley

Acceleration of Non-Rigid Point Set Registration With Downsampling and Gaussian Process Regression.

Osamu Hirose

A Unified Approach to Kinship Verification.

Eran Dahan Yosi Keller

Variational Level Set Evolution for Non-Rigid 3D Reconstruction From a Single Depth Camera.

Miroslava Slavcheva Maximilian Baust Slobodan Ilic

Underwater Single Image Color Restoration Using Haze-Lines and a New Quantitative Dataset.

Dana Berman Deborah Levy Shai Avidan Tali Treibitz

sMRT: Multi-Resident Tracking in Smart Homes With Sensor Vectorization.

Tinghui Wang Diane J. Cook

Self-Supervised Multi-View Person Association and its Applications.

Minh Vo Ersin Yumer Kalyan Sunkavalli Sunil Hadap Yaser Sheikh Srinivasa G. Narasimhan

Rolling Shutter Homography and its Applications.

Yizhen Lao Omar Ait-Aider

Relationship-Embedded Representation Learning for Grounding Referring Expressions.

Sibei Yang Guanbin Li Yizhou Yu

Multi-Task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition.

Diogo C. Luvizon David Picard Hedi Tabia

Locate, Size, and Count: Accurately Resolving People in Dense Crowds via Detection.

Deepak Babu Sam Skand Vishwanath Peri Mukuntha Narayanan Sundararaman Amogh Kamath R. Venkatesh Babu

Learning to Adapt Invariance in Memory for Person Re-Identification.

Zhun Zhong Liang Zheng Zhiming Luo Shaozi Li Yi Yang

Learning on Hypergraphs With Sparsity.

Canh Hao Nguyen Hiroshi Mamitsuka

Learning Compressible 360$^{\circ }$∘ Video Isomers.

Yu-Chuan Su Kristen Grauman

LCBM: A Multi-View Probabilistic Model for Multi-Label Classification.

Shiliang Sun Daoming Zong

Laplacian Coordinates: Theory and Methods for Seeded Image Segmentation.

Wallace Casaca João Paulo Gois Harlen Costa Batagelo Gabriel Taubin Luis Gustavo Nonato

From Points to Parts: 3D Object Detection From Point Cloud With Part-Aware and Part-Aggregation Network.

Shaoshuai Shi Zhe Wang Jianping Shi Xiaogang Wang Hongsheng Li

Efficient and Effective Regularized Incomplete Multi-View Clustering.

Xinwang Liu Miaomiao Li Chang Tang Jingyuan Xia Jian Xiong Li Liu Marius Kloft En Zhu

DSNet: Joint Semantic Learning for Object Detection in Inclement Weather Conditions.

Shih-Chia Huang Trung-Hieu Le Da-Wei Jaw

Depth Sensing by Near-Infrared Light Absorption in Water.

Yuta Asano Yinqiang Zheng Ko Nishino Imari Sato

DENAO: Monocular Depth Estimation Network With Auxiliary Optical Flow.

Jingyu Chen Xin Yang Qizeng Jia Chunyuan Liao

Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization.

Qilong Wang Jiangtao Xie Wangmeng Zuo Lei Zhang Peihua Li

ChannelNets: Compact and Efficient Convolutional Neural Networks via Channel-Wise Convolutions.

Hongyang Gao Zhengyang Wang Lei Cai Shuiwang Ji

A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization.

Tak-Wai Hui Xiaoou Tang Chen Change Loy

A Generalized Earley Parser for Human Activity Parsing and Prediction.

Siyuan Qi Baoxiong Jia Siyuan Huang Ping Wei Song-Chun Zhu

A Bayesian Approach to Recurrence in Neural Networks.

Philip N. Garner Sibo Tong


Volume 43, Number 7, July 2021
Zero and Few Shot Learning With Semantic Feature Synthesis and Competitive Learning.

Jiechao Guan Zhiwu Lu Tao Xiang Aoxue Li An Zhao Ji-Rong Wen

Semi-Supervised Multi-View Deep Discriminant Representation Learning.

Xiaodong Jia Xiao-Yuan Jing Xiaoke Zhu Songcan Chen Bo Du Ziyun Cai Zhenyu He Dong Yue

Residual Dense Network for Image Restoration.

Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Yun Fu

Real-Time Nonparametric Anomaly Detection in High-Dimensional Settings.

Mehmet Necip Kurt Yasin Yilmaz Xiaodong Wang

Physics-Based Generative Adversarial Models for Image Restoration and Beyond.

Jinshan Pan Jiangxin Dong Yang Liu Jiawei Zhang Jimmy S. J. Ren Jinhui Tang Yu-Wing Tai Ming-Hsuan Yang

Perceptual Texture Similarity Estimation: An Evaluation of Computational Features.

Xinghui Dong Junyu Dong Mike J. Chantler

Paying Attention to Video Object Pattern Understanding.

Wenguan Wang Jianbing Shen Xiankai Lu Steven C. H. Hoi Haibin Ling

Novelty Detection and Online Learning for Chunk Data Streams.

Yi Wang Yi Ding Xiangjian He Xin Fan Chi Lin Fengqi Li Tianzhu Wang Zhongxuan Luo Jiebo Luo

LayoutGAN: Synthesizing Graphic Layouts With Vector-Wireframe Adversarial Networks.

Jianan Li Jimei Yang Aaron Hertzmann Jianming Zhang Tingfa Xu

Explicit Filterbank Learning for Neural Image Style Transfer and Image Processing.

Dongdong Chen Lu Yuan Jing Liao Nenghai Yu Gang Hua

Domain Stylization: A Fast Covariance Matching Framework Towards Domain Adaptation.

Aysegul Dundar Ming-Yu Liu Zhiding Yu Ting-Chun Wang John Zedlewski Jan Kautz

Dense Cross-Modal Correspondence Estimation With the Deep Self-Correlation Descriptor.

Seungryong Kim Dongbo Min Stephen Lin Kwanghoon Sohn

Deep Residual Correction Network for Partial Domain Adaptation.

Shuang Li Chi Harold Liu Qiuxia Lin Qi Wen Limin Su Gao Huang Zhengming Ding

BlockQNN: Efficient Block-Wise Neural Network Architecture Generation.

Zhao Zhong Zichen Yang Boyang Deng Junjie Yan Wei Wu Jing Shao Cheng-Lin Liu

Automated Extraction of Mutual Independence Patterns Using Bayesian Comparison of Partition Models.

Guillaume Marrelec Alain Giron

An Accurate and Efficient Voting Scheme for a Maximally All-Inlier 3D Correspondence Set.

Hamdi Sahloul Shouhei Shirafuji Jun Ota

A Bayesian Formulation of Coherent Point Drift.

Osamu Hirose

Non-line-of-Sight Imaging via Neural Transient Fields.

Siyuan Shen Zi Wang Ping Liu Zhengqing Pan Ruiqian Li Tian Gao Shiying Li Jingyi Yu

Designing Display Pixel Layouts for Under-Panel Cameras.

Anqi Yang Aswin C. Sankaranarayanan

SASSI - Super-Pixelated Adaptive Spatio-Spectral Imaging.

Vishwanath Saragadam Michael DeZeeuw Richard G. Baraniuk Ashok Veeraraghavan Aswin C. Sankaranarayanan

Non-Rigid Shape From Water.

Meng-Yu Jennifer Kuo Ryo Kawahara Shohei Nobuhara Ko Nishino

High Resolution, Deep Imaging Using Confocal Time-of-Flight Diffuse Optical Tomography.

Yongyi Zhao Ankit Raghuram Hyun Keol Kim Andreas H. Hielscher Jacob T. Robinson Ashok Veeraraghavan

Exploiting Wavelength Diversity for High Resolution Time-of-Flight 3D Imaging.

Fengqiang Li Florian Willomitzer Muralidhar Madabhushi Balaji Prasanna Rangarajan Oliver Cossairt

Learning Optimal Wavefront Shaping for Multi-Channel Imaging.

Elias Nehme Boris Ferdman Lucien E. Weiss Tal Naor Daniel Freedman Tomer Michaeli Yoav Shechtman

Guest Editorial: Introduction to the Special Section on Computational Photography.

Yoav Y. Schechner Kavita Bala Ori Katz Kalyan Sunkavalli Ko Nishino


Volume 43, Number 6, June 2021
Correction to "Nonlinear Regression via Deep Negative Correlation Learning".

Le Zhang Zenglin Shi Ming-Ming Cheng Yun Liu Jia-Wang Bian Joey Tianyi Zhou Guoyan Zheng Zeng Zeng

Spherical Principal Curves.

Jongmin Lee Jang-Hyun Kim Hee-Seok Oh

SensitiveNets: Learning Agnostic Representations with Application to Face Images.

Aythami Morales Julian Fiérrez Rubén Vera-Rodríguez Rubén Tolosana

Robust Multi-Task Learning With Flexible Manifold Constraint.

Rui Zhang Hongyuan Zhang Xuelong Li

NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting and Localization.

Qi Wang Junyu Gao Wei Lin Xuelong Li

Enhanced Tensor RPCA and its Application.

Quanxue Gao Pu Zhang Wei Xia De-Yan Xie Xinbo Gao Dacheng Tao

Comparing Graph Clusterings: Set Partition Measures vs. Graph-Aware Measures.

Valérie Poulin François Théberge

Adversarial Metric Attack and Defense for Person Re-Identification.

Song Bai Yingwei Li Yuyin Zhou Qizhu Li Philip H. S. Torr

Visual Scanpath Prediction Using IOR-ROI Recurrent Mixture Density Network.

Wanjie Sun Zhenzhong Chen Feng Wu

Towards Robust Discriminative Projections Learning via Non-Greedy $\ell _{2, 1}$ℓ2, 1-Norm MinMax.

Feiping Nie Zheng Wang Rong Wang Zhen Wang Xuelong Li

Time-Resolved Far Infrared Light Transport Decomposition for Thermal Photometric Stereo.

Kenichiro Tanaka Nobuhiro Ikeya Tsuyoshi Takatani Hiroyuki Kubo Takuya Funatomi Vijay Ravi Achuta Kadambi Yasuhiro Mukaigawa

Single Day Outdoor Photometric Stereo.

Yannick Hold-Geoffroy Paulo F. U. Gotardo Jean-François Lalonde

Self-Paced Collaborative and Adversarial Network for Unsupervised Domain Adaptation.

Weichen Zhang Dong Xu Wanli Ouyang Wen Li

Person Re-Identification by Contour Sketch Under Moderate Clothing Change.

Qize Yang Ancong Wu Wei-Shi Zheng

On the Importance of Visual Context for Data Augmentation in Scene Understanding.

Nikita Dvornik Julien Mairal Cordelia Schmid

Learning Regional Attraction for Line Segment Detection.

Nan Xue Song Bai Fudong Wang Gui-Song Xia Tianfu Wu Liangpei Zhang Philip H. S. Torr

Learning a Fixed-Length Fingerprint Representation.

Joshua J. Engelsma Kai Cao Anil K. Jain

High Speed and High Dynamic Range Video with an Event Camera.

Henri Rebecq René Ranftl Vladlen Koltun Davide Scaramuzza

Estimating Feature-Label Dependence Using Gini Distance Statistics.

Silu Zhang Xin Dang Dao Nguyen Dawn Wilkins Yixin Chen

Direction Concentration Learning: Enhancing Congruency in Machine Learning.

Yan Luo Yongkang Wong Mohan S. Kankanhalli Qi Zhao

Deep Regionlets: Blended Representation and Deep Learning for Generic Object Detection.

Hongyu Xu Xutao Lv Xiaoyu Wang Zhou Ren Navaneeth Bodla Rama Chellappa

Deep Non-Negative Matrix Factorization Architecture Based on Underlying Basis Images Learning.

Yang Zhao Huiyang Wang Jihong Pei

Deep Clustering: On the Link Between Discriminative Models and K-Means.

Mohammed Jabi Marco Pedersoli Amar Mitiche Ismail Ben Ayed

Anytime Recognition with Routing Convolutional Networks.

Zequn Jie Peng Sun Xi Li Jiashi Feng Wei Liu

A Performance Evaluation of Correspondence Grouping Methods for 3D Rigid Data Matching.

Jiaqi Yang Ke Xian Peng Wang Yanning Zhang

A Memory- and Accuracy-Aware Gaussian Parameter-Based Stereo Matching Using Confidence Measure.

Yeongmin Lee Chong-Min Kyung

A Lightweight Neural Network for Monocular View Generation With Occlusion Handling.

Simon Evain Christine Guillemot

Automatic Detection of Pain from Facial Expressions: A Survey.

Teena Hassan Dominik Seuß Johannes Wollenberg Katharina Weitz Miriam Kunz Stefan Lautenbacher Jens-Uwe Garbas Ute Schmid


Volume 43, Number 5, May 2021
Learning From Large-Scale Noisy Web Data With Ubiquitous Reweighting for Image Classification.

Jia Li Yafei Song Jianfeng Zhu Lele Cheng Ying Su Lin Ye Pengcheng Yuan Shumin Han

What is a Tabby? Interpretable Model Decisions by Learning Attribute-Based Classification Criteria.

Haomiao Liu Ruiping Wang Shiguang Shan Xilin Chen

Vision Models for Wide Color Gamut Imaging in Cinema.

Syed Waqas Zamir Javier Vazquez-Corral Marcelo Bertalmío

Variational Bayesian Inference for Audio-Visual Tracking of Multiple Speakers.

Yutong Ban Xavier Alameda-Pineda Laurent Girin Radu Horaud

Using Statistical Measures and Machine Learning for Graph Reduction to Solve Maximum Weight Clique Problems.

Yuan Sun Xiaodong Li Andreas T. Ernst

Text-Guided Neural Network Training for Image Recognition in Natural Scenes and Medicine.

Zizhao Zhang Pingjun Chen Xiaoshuang Shi Lin Yang

Tensor Low-Rank Representation for Data Recovery and Clustering.

Pan Zhou Canyi Lu Jiashi Feng Zhouchen Lin Shuicheng Yan

Superpixel Soup: Monocular Dense 3D Reconstruction of a Complex Dynamic Scene.

Suryansh Kumar Yuchao Dai Hongdong Li

Structure From Motion on XSlit Cameras.

Wei Yang Yingliang Zhang Jinwei Ye Yu Ji Zhong Li Mingyuan Zhou Jingyi Yu

Scalar Quantization as Sparse Least Square Optimization.

Chen Wang Xiaomei Yang Shaomin Fei Kai Zhou Xiaofeng Gong Miao Du Ruisen Luo

Quicker ADC : Unlocking the Hidden Potential of Product Quantization With SIMD.

Fabien André Anne-Marie Kermarrec Nicolas Le Scouarnec

Person Re-Identification With Deep Kronecker-Product Matching and Group-Shuffling Random Walk.

Yantao Shen Tong Xiao Shuai Yi Dapeng Chen Xiaogang Wang Hongsheng Li

Ordinal Multi-Task Part Segmentation With Recurrent Prior Generation.

Yifan Zhao Jia Li Yu Zhang Yafei Song Yonghong Tian

On Symbiosis of Attribute Prediction and Semantic Segmentation.

Mahdi M. Kalayeh Mubarak Shah

Learning to Localize Sound Sources in Visual Scenes: Analysis and Applications.

Arda Senocak Tae-Hyun Oh Junsik Kim Ming-Hsuan Yang In So Kweon

Image-Based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era.

Xian-Feng Han Hamid Laga Mohammed Bennamoun

GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild.

Lianghua Huang Xin Zhao Kaiqi Huang

Generalized Separable Nonnegative Matrix Factorization.

Junjun Pan Nicolas Gillis

Exploring Discriminative Word-Level Domain Contexts for Multi-Domain Neural Machine Translation.

Jinsong Su Jiali Zeng Jun Xie Huating Wen Yongjing Yin Yang Liu

Dynamical Hyperparameter Optimization via Deep Reinforcement Learning in Tracking.

Xingping Dong Jianbing Shen Wenguan Wang Ling Shao Haibin Ling Fatih Porikli

DBF: Dynamic Belief Fusion for Combining Multiple Object Detectors.

Hyungtae Lee Heesung Kwon

Cascade R-CNN: High Quality Object Detection and Instance Segmentation.

Zhaowei Cai Nuno Vasconcelos

AD-VAT+: An Asymmetric Dueling Mechanism for Learning and Understanding Visual Active Tracking.

Fangwei Zhong Peng Sun Wenhan Luo Tingyun Yan Yizhou Wang


Volume 43, Number 4, April 2021
Ordered or Orderless: A Revisit for Video Based Person Re-Identification.

Le Zhang Zenglin Shi Joey Tianyi Zhou Ming-Ming Cheng Yun Liu Jia-Wang Bian Zeng Zeng Chunhua Shen

Gliding Vertex on the Horizontal Bounding Box for Multi-Oriented Object Detection.

Yongchao Xu Mingtao Fu Qimeng Wang Yukang Wang Kai Chen Gui-Song Xia Xiang Bai

Deep Multi-View Enhancement Hashing for Image Retrieval.

Chenggang Yan Biao Gong Yuxuan Wei Yue Gao

A Sparse Sampling-Based Framework for Semantic Fast-Forward of First-Person Videos.

Michel Melo Silva Washington L. S. Ramos Mario F. M. Campos Erickson R. Nascimento

Weakly-Supervised Learning of Category-Specific 3D Object Shapes.

Junwei Han Yang Yang Dingwen Zhang Dong Huang Dong Xu Fernando De la Torre

Visual Semantic Information Pursuit: A Survey.

Daqi Liu Miroslaw Bober Josef Kittler

SpaRTA Tracking Across Occlusions via Partitioning of 3D Clouds of Points.

Andrea Cavagna Stefania Melillo Leonardo Parisi Federico Ricci-Tersenghi

Sinusoidal Sampling Enhanced Compressive Camera for High Speed Imaging.

Chao Deng Yuanlong Zhang Yifeng Mao Jingtao Fan Jinli Suo Zhili Zhang Qionghai Dai

Semi-Supervised Semantic Segmentation With High- and Low-Level Consistency.

Sudhanshu Mittal Maxim Tatarchenko Thomas Brox

Orthogonal Deep Neural Networks.

Shuai Li Kui Jia Yuxin Wen Tongliang Liu Dacheng Tao

Large Scale Shadow Annotation and Detection Using Lazy Annotation and Stacked CNNs.

Le Hou Tomás F. Yago Vicente Minh Hoai Dimitris Samaras

Joint Embedding of Graphs.

Shangsi Wang Jesús Arroyo Joshua T. Vogelstein Carey E. Priebe

Interpreting the Rhetoric of Visual Advertisements.

Keren Ye Narges Honarvar Nazari James Hahn Zaeem Hussain Mingda Zhang Adriana Kovashka

InLoc: Indoor Visual Localization with Dense Matching and View Synthesis.

Hajime Taira Masatoshi Okutomi Torsten Sattler Mircea Cimpoi Marc Pollefeys Josef Sivic Tomás Pajdla Akihiko Torii

Ideals of the Multiview Variety.

Sameer Agarwal Andrew Pryhuber Rekha R. Thomas

Forecasting People Trajectories and Head Poses by Jointly Reasoning on Tracklets and Vislets.

Irtiza Hasan Francesco Setti Theodore Tsesmelis Vasileios Belagiannis Sikandar Amin Alessio Del Bue Marco Cristani Fabio Galasso

Exploring Explicit Domain Supervision for Latent Space Disentanglement in Unpaired Image-to-Image Translation.

Jianxin Lin Zhibo Chen Yingce Xia Sen Liu Tao Qin Jiebo Luo

Effects of Image Degradation and Degradation Removal to CNN-Based Image Classification.

Yanting Pei Yaping Huang Qi Zou Xingyuan Zhang Song Wang

Deep Depth from Uncalibrated Small Motion Clip.

Sunghoon Im Hyowon Ha Hae-Gon Jeon Stephen Lin In So Kweon

Corner Detection Using Second-Order Generalized Gaussian Directional Derivative Representations.

Weichuan Zhang Changming Sun

Bilinear Image Translation for Temporal Analysis of Photo Collections.

Théophile Dalens Mathieu Aubry Josef Sivic

Bayesian Joint Matrix Decomposition for Data Integration with Heterogeneous Noise.

Chihao Zhang Shihua Zhang

Assessing Transferability From Simulation to Reality for Reinforcement Learning.

Fabio Muratore Michael Gienger Jan Peters

Appearance and Pose-Conditioned Human Image Generation Using Deformable GANs.

Aliaksandr Siarohin Stéphane Lathuilière Enver Sangineto Nicu Sebe

Affine Invariants of Vector Fields.

Jitka Kostková Tomás Suk Jan Flusser

Adversarial Margin Maximization Networks.

Ziang Yan Yiwen Guo Changshui Zhang

State of the Journal Editorial.

Sven J. Dickinson


Volume 43, Number 3, March 2021
Hierarchical Long Short-Term Concurrent Memory for Human Interaction Recognition.

Xiangbo Shu Jinhui Tang Guo-Jun Qi Wei Liu Jian Yang

Adversarial Attack Type I: Cheat Classifiers by Significant Changes.

Sanli Tang Xiaolin Huang Mingjian Chen Chengjin Sun Jie Yang

A Differential Approach for Gaze Estimation.

Gang Liu Yu Yu Kenneth Alberto Funes Mora Jean-Marc Odobez

3D Fingerprint Recognition based on Ridge-Valley-Guided 3D Reconstruction and 3D Topology Polymer Feature Extraction.

Xuefei Yin Yanming Zhu Jiankun Hu

Video Anomaly Detection with Sparse Coding Inspired Deep Neural Networks.

Weixin Luo Wen Liu Dongze Lian Jinhui Tang Lixin Duan Xi Peng Shenghua Gao

Topology-Aware Non-Rigid Point Cloud Registration.

Konstantinos Zampogiannis Cornelia Fermüller Yiannis Aloimonos

Surface-Aware Blind Image Deblurring.

Jun Liu Ming Yan Tieyong Zeng

SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild.

Jean Kossaifi Robert Walecki Yannis Panagakis Jie Shen Maximilian Schmitt Fabien Ringeval Jing Han Vedhas Pandit Antoine Toisoul Björn W. Schuller Kam Star Elnar Hajiyev Maja Pantic

Sequence-to-Segments Networks for Detecting Segments in Videos.

Zijun Wei Boyu Wang Minh Hoai Jianming Zhang Xiaohui Shen Zhe Lin Radomír Mech Dimitris Samaras

On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution.

Yuqian Zhang Yenson Lau Han-Wen Kuo Sky Cheung Abhay Pasupathy John Wright

Nonlinear Regression via Deep Negative Correlation Learning.

Le Zhang Zenglin Shi Ming-Ming Cheng Yun Liu Jia-Wang Bian Joey Tianyi Zhou Guoyan Zheng Zeng Zeng

MTFH: A Matrix Tri-Factorization Hashing Framework for Efficient Cross-Modal Retrieval.

Xin Liu Zhikai Hu Haibin Ling Yiu-Ming Cheung

MFQE 2.0: A New Approach for Multi-Frame Quality Enhancement on Compressed Video.

Zhenyu Guan Qunliang Xing Mai Xu Ren Yang Tie Liu Zulin Wang

MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Interpolation and Enhancement.

Wenbo Bao Wei-Sheng Lai Xiaoyun Zhang Zhiyong Gao Ming-Hsuan Yang

Loss Decomposition and Centroid Estimation for Positive and Unlabeled Learning.

Chen Gong Hong Shi Tongliang Liu Chuang Zhang Jian Yang Dacheng Tao

Learning Part-based Convolutional Features for Person Re-Identification.

Yifan Sun Liang Zheng Yali Li Yi Yang Qi Tian Shengjin Wang

Interpretable Visual Question Answering by Reasoning on Dependency Trees.

Qingxing Cao Xiaodan Liang Bailin Li Liang Lin

High-Dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction.

Nan Meng Hayden K. H. So Xing Sun Edmund Y. Lam

Harmonized Multimodal Learning with Gaussian Process Latent Variable Models.

Guoli Song Shuhui Wang Qingming Huang Qi Tian

Deterministic Approximate Methods for Maximum Consensus Robust Fitting.

Huu Le Tat-Jun Chin Anders P. Eriksson Thanh-Toan Do David Suter

Complex-Valued Disparity: Unified Depth Model of Depth from Stereo, Depth from Focus, and Depth from Defocus Based on the Light Field Gradient.

Jae Young Lee Rae-Hong Park

Are Large-Scale 3D Models Really Necessary for Accurate Visual Localization?

Akihiko Torii Hajime Taira Josef Sivic Marc Pollefeys Masatoshi Okutomi Tomás Pajdla Torsten Sattler

Approximate Graph Laplacians for Multimodal Data Clustering.

Aparajita Khan Pradipta Maji

Adversarial Distillation for Learning with Privileged Provisions.

Xiaojie Wang Rui Zhang Yu Sun Jianzhong Qi

A Review of Domain Adaptation without Target Labels.

Wouter M. Kouw Marco Loog

A Graph-Based Approach for Making Consensus-Based Decisions in Image Search and Person Re-Identification.

Arko Barman Shishir K. Shah


Volume 43, Number 2, February 2021
Matching Seqlets: An Unsupervised Approach for Locality Preserving Sequence Matching.

Jiayan Qiu Xinchao Wang Pascal Fua Dacheng Tao

Virtual Point Removal for Large-Scale 3D Point Clouds with Multiple Glass Planes.

Jae-Seong Yun Jae-Young Sim

Switchable Normalization for Learning-to-Normalize Deep Representation.

Ping Luo Ruimao Zhang Jiamin Ren Zhanglin Peng Jingyu Li

Selfie Video Stabilization.

Jiyang Yu Ravi Ramamoorthi

Saliency Prediction in the Deep Learning Era: Successes and Limitations.

Ali Borji

SafePredict: A Meta-Algorithm for Machine Learning That Uses Refusals to Guarantee Correctness.

Mustafa Anil Koçak David Ramírez Elza Erkip Dennis E. Shasha

Res2Net: A New Multi-Scale Backbone Architecture.

Shanghua Gao Ming-Ming Cheng Kai Zhao Xin-Yu Zhang Ming-Hsuan Yang Philip H. S. Torr

Reconstruction of Geometric and Optical Parameters of Non-Planar Objects with Thin Film.

Yoshie Kobayashi Tetsuro Morimoto Imari Sato Yasuhiro Mukaigawa Takao Tomono Katsushi Ikeuchi

Reconstruct as Far as You Can: Consensus of Non-Rigid Reconstruction from Feasible Regions.

Geonho Cha Minsik Lee Jungchan Cho Songhwai Oh

Polyhedral Conic Classifiers for Computer Vision Applications and Open Set Recognition.

Hakan Cevikalp Halil Saglamlar

Pattern of Local Gravitational Force (PLGF): A Novel Local Image Descriptor.

Debotosh Bhattacharjee Hiranmoy Roy

Parallel and Scalable Heat Methods for Geodesic Distance Computation.

Jiong Tao Juyong Zhang Bailin Deng Zheng Fang Yue Peng Ying He

Neural Image Compression for Gigapixel Histopathology Image Analysis.

David Tellez Geert Litjens Jeroen van der Laak Francesco Ciompi

Matrix Completion with Deterministic Sampling: Theories and Methods.

Guangcan Liu Qingshan Liu Xiao-Tong Yuan Meng Wang

Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes.

Minghui Liao Pengyuan Lyu Minghang He Cong Yao Wenhao Wu Xiang Bai

Learning Energy-Based Spatial-Temporal Generative ConvNets for Dynamic Patterns.

Jianwen Xie Song-Chun Zhu Ying Nian Wu

Learning Continuous Face Age Progression: A Pyramid of GANs.

Hongyu Yang Di Huang Yunhong Wang Anil K. Jain

Inferring Latent Domains for Unsupervised Deep Domain Adaptation.

Massimiliano Mancini Lorenzo Porzi Samuel Rota Bulò Barbara Caputo Elisa Ricci

Graph Embedding Using Frequency Filtering.

Hoda Bahonar Abdolreza Mirzaei Saeed Sadri Richard C. Wilson

Faster First-Order Methods for Stochastic Non-Convex Optimization on Riemannian Manifolds.

Pan Zhou Xiao-Tong Yuan Shuicheng Yan Jiashi Feng

Fast Exact Evaluation of Univariate Kernel Sums.

David P. Hofmeyr

Dual Adversarial Transfer for Sequence Labeling.

Joey Tianyi Zhou Hao Zhang Di Jin Xi Peng

Discriminative Video Representation Learning Using Support Vector Classifiers.

Jue Wang Anoop Cherian

Deep Differentiable Random Forests for Age Estimation.

Wei Shen Yilu Guo Yan Wang