TPAMI - volume 44 - 2022 论文列表 |
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Volume 44, Number 5, May 2022
Bin Zhao Haopeng Li Xiaoqiang Lu Xuelong Li
Unsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practice.
Yabin Zhang Bin Deng Hui Tang Lei Zhang Kui Jia
TSM: Temporal Shift Module for Efficient and Scalable Video Understanding on Edge Devices.Ji Lin Chuang Gan Kuan Wang Song Han
Social-Aware Pedestrian Trajectory Prediction via States Refinement LSTM.Pu Zhang Jianru Xue Pengfei Zhang Nanning Zheng Wanli Ouyang
Semantic Conditioned Dynamic Modulation for Temporal Sentence Grounding in Videos.Yitian Yuan Lin Ma Jingwen Wang Wei Liu Wenwu Zhu
Self-Supervised Discovering of Interpretable Features for Reinforcement Learning.Wenjie Shi Gao Huang Shiji Song Zhuoyuan Wang Tingyu Lin Cheng Wu
Self-Representation Based Unsupervised Exemplar Selection in a Union of Subspaces.Chong You Chi Li Daniel P. Robinson René Vidal
Revisiting Facial Age Estimation With New Insights From Instance Space Analysis. Probabilistic Graph Attention Network With Conditional Kernels for Pixel-Wise Prediction.Dan Xu Xavier Alameda-Pineda Wanli Ouyang Elisa Ricci Xiaogang Wang Nicu Sebe
Optimizing Latent Distributions for Non-Adversarial Generative Networks.Tianyu Guo Chang Xu Boxin Shi Chao Xu Dacheng Tao
Occlusion Boundary: A Formal Definition & Its Detection via Deep Exploration of Context.Chaohui Wang Huan Fu Dacheng Tao Michael J. Black
Neural Shape Parsers for Constructive Solid Geometry.Gopal Sharma Rishabh Goyal Difan Liu Evangelos Kalogerakis Subhransu Maji
Learning 3D Human Shape and Pose From Dense Body Parts.Hongwen Zhang Jie Cao Guo Lu Wanli Ouyang Zhenan Sun
JHU-CROWD++: Large-Scale Crowd Counting Dataset and A Benchmark Method.Vishwanath A. Sindagi Rajeev Yasarla Vishal M. Patel
Integrating Tensor Similarity to Enhance Clustering Performance.Hong Peng Yu Hu Jiazhou Chen Haiyan Wang Yang Li Hongmin Cai
Image Quality Assessment: Unifying Structure and Texture Similarity.Keyan Ding Kede Ma Shiqi Wang Eero P. Simoncelli
Hypergraph Learning: Methods and Practices.Yue Gao Zizhao Zhang Haojie Lin Xibin Zhao Shaoyi Du Changqing Zou
Homomorphic Interpolation Network for Unpaired Image-to-Image Translation. High Frame Rate Video Reconstruction Based on an Event Camera.Liyuan Pan Richard Hartley Cedric Scheerlinck Miaomiao Liu Xin Yu Yuchao Dai
Graphonomy: Universal Image Parsing via Graph Reasoning and Transfer.Liang Lin Yiming Gao Ke Gong Meng Wang Xiaodan Liang
Graph Moving Object Segmentation.Jhony H. Giraldo Sajid Javed Thierry Bouwmans
Generative VoxelNet: Learning Energy-Based Models for 3D Shape Synthesis and Analysis.Jianwen Xie Zilong Zheng Ruiqi Gao Wenguan Wang Song-Chun Zhu Ying Nian Wu
Fast Class-Wise Updating for Online Hashing.Mingbao Lin Rongrong Ji Xiaoshuai Sun Baochang Zhang Feiyue Huang Yonghong Tian Dacheng Tao
Enhanced Group Sparse Regularized Nonconvex Regression for Face Recognition.Chao Zhang Huaxiong Li Chunlin Chen Yuhua Qian Xianzhong Zhou
DiCoDiLe: Distributed Convolutional Dictionary Learning.Thomas Moreau Alexandre Gramfort
DiCENet: Dimension-Wise Convolutions for Efficient Networks.Sachin Mehta Hannaneh Hajishirzi Mohammad Rastegari
Deep Partial Multi-View Learning.Changqing Zhang Yajie Cui Zongbo Han Joey Tianyi Zhou Huazhu Fu Qinghua Hu
Deep Object Tracking With Shrinkage Loss.Xiankai Lu Chao Ma Jianbing Shen Xiaokang Yang Ian Reid Ming-Hsuan Yang
Coordinate Descent Method for $k$k-means.Feiping Nie Jingjing Xue Danyang Wu Rong Wang Hui Li Xuelong Li
Convolutional Prototype Network for Open Set Recognition.Hong-Ming Yang Xu-Yao Zhang Fei Yin Qing Yang Cheng-Lin Liu
Consistent Estimation of the Max-Flow Problem: Towards Unsupervised Image Segmentation.Ashif Sikandar Iquebal Satish T. S. Bukkapatnam
BuildingFusion: Semantic-Aware Structural Building-Scale 3D Reconstruction.Tian Zheng Guoqing Zhang Lei Han Lan Xu Lu Fang
Auto-Encoding and Distilling Scene Graphs for Image Captioning.Xu Yang Hanwang Zhang Jianfei Cai
A Survey of Single-Scene Video Anomaly Detection.Bharathkumar Ramachandra Michael J. Jones Ranga Raju Vatsavai
A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis.Xiaowei Gu Plamen P. Angelov Ce Zhang Peter M. Atkinson
A Progressive Fusion Generative Adversarial Network for Realistic and Consistent Video Super-Resolution.Peng Yi Zhongyuan Wang Kui Jiang Junjun Jiang Tao Lu Jiayi Ma
A Bayesian Filter for Multi-View 3D Multi-Object Tracking With Occlusion Handling.Volume 44, Number 4, April 2022
Xiankai Lu Wenguan Wang Jianbing Shen David J. Crandall Jiebo Luo
Warp and Learn: Novel Views Generation for Vehicles and Other Objects.Andrea Palazzi Luca Bergamini Simone Calderara Rita Cucchiara
Viewport-Based CNN: A Multi-Task Approach for Assessing 360° Video Quality.Mai Xu Lai Jiang Chen Li Zulin Wang Xiaoming Tao
Universal Adversarial Attack on Attention and the Resulting Dataset DAmageNet.Sizhe Chen Zhengbao He Chengjin Sun Jie Yang Xiaolin Huang
Small Data Challenges in Big Data Era: A Survey of Recent Progress on Unsupervised and Semi-Supervised Methods. Revisiting Image-Language Networks for Open-Ended Phrase Detection.Bryan A. Plummer Kevin J. Shih Yichen Li Ke Xu Svetlana Lazebnik Stan Sclaroff Kate Saenko
Purely Attention Based Local Feature Integration for Video Classification.Xiang Long Gerard de Melo Dongliang He Fu Li Zhizhen Chi Shilei Wen Chuang Gan
Privacy-Preserving Deep Action Recognition: An Adversarial Learning Framework and A New Dataset.Zhenyu Wu Haotao Wang Zhaowen Wang Hailin Jin Zhangyang Wang
Parallax Attention for Unsupervised Stereo Correspondence Learning.Longguang Wang Yulan Guo Yingqian Wang Zhengfa Liang Zaiping Lin Jungang Yang Wei An
Non-Local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration.Wei He Quanming Yao Chao Li Naoto Yokoya Qibin Zhao Hongyan Zhang Liangpei Zhang
Long-Term Visual Localization Revisited.Carl Toft Will Maddern Akihiko Torii Lars Hammarstrand Erik Stenborg Daniel Safari Masatoshi Okutomi Marc Pollefeys Josef Sivic Tomás Pajdla Fredrik Kahl Torsten Sattler
Learning Image-Adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-Time.Hui Zeng Jianrui Cai Lida Li Zisheng Cao Lei Zhang
Learning Generalized Transformation Equivariant Representations Via AutoEncoding Transformations.Guo-Jun Qi Liheng Zhang Feng Lin Xiao Wang
Lazily Aggregated Quantized Gradient Innovation for Communication-Efficient Federated Learning.Jun Sun Tianyi Chen Georgios B. Giannakis Qinmin Yang Zaiyue Yang
Interpreting Image Classifiers by Generating Discrete Masks.Hao Yuan Lei Cai Xia Hu Jie Wang Shuiwang Ji
InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs.Yujun Shen Ceyuan Yang Xiaoou Tang Bolei Zhou
Heterogeneous Graph Attention Network for Unsupervised Multiple-Target Domain Adaptation.Xu Yang Cheng Deng Tongliang Liu Dacheng Tao
Head Pose Estimation Based on Multivariate Label Distribution.Xin Geng Xin Qian Zeng-Wei Huo Yu Zhang
Graph Signal Processing Approach to QSAR/QSPR Model Learning of Compounds.Xiaoying Song Li Chai Jingxin Zhang
Globally Optimal Vertical Direction Estimation in Atlanta World.Yinlong Liu Guang Chen Alois C. Knoll
FlatNet: Towards Photorealistic Scene Reconstruction From Lensless Measurements.Salman Siddique Khan Varun Sundar Vivek Boominathan Ashok Veeraraghavan Kaushik Mitra
FCOS: A Simple and Strong Anchor-Free Object Detector.Zhi Tian Chunhua Shen Hao Chen Tong He
Exploiting Raw Images for Real-Scene Super-Resolution.Xiangyu Xu Yongrui Ma Wenxiu Sun Ming-Hsuan Yang
Efficient Global MOT Under Minimum-Cost Circulation Framework.Congchao Wang Yizhi Wang Guoqiang Yu
Distribution Cognisant Loss for Cross-Database Facial Age Estimation With Sensitivity Analysis.Ali Akbari Muhammad Awais Zhen-Hua Feng Ammarah Farooq Josef Kittler
Depth Selection for Deep ReLU Nets in Feature Extraction and Generalization.Zhi Han Siquan Yu Shao-Bo Lin Ding-Xuan Zhou
${\sf DeepNC}$DeepNC: Deep Generative Network Completion.Cong Tran Won-Yong Shin Andreas Spitz Michael Gertz
Deep Coarse-to-Fine Dense Light Field Reconstruction With Flexible Sampling and Geometry-Aware Fusion.Jing Jin Junhui Hou Jie Chen Huanqiang Zeng Sam Kwong Jingyi Yu
Covariance Attention for Semantic Segmentation.Yazhou Liu Yuliang Chen Pongsak Lasang Qunsen Sun
Contrastive Adaptation Network for Single- and Multi-Source Domain Adaptation.Guoliang Kang Lu Jiang Yunchao Wei Yi Yang Alexander Hauptmann
An Efficient Solution to Non-Minimal Case Essential Matrix Estimation. Adversarial Joint-Learning Recurrent Neural Network for Incomplete Time Series Classification.Qianli Ma Sen Li Garrison W. Cottrell
A Survey on Deep Learning Techniques for Stereo-Based Depth Estimation.Hamid Laga Laurent Valentin Jospin Farid Boussaïd Mohammed Bennamoun
A Hamiltonian Monte Carlo Method for Probabilistic Adversarial Attack and Learning.Hongjun Wang Guanbin Li Xiaobai Liu Liang Lin
A Generative Model for Generic Light Field Reconstruction.Paramanand Chandramouli Kanchana Vaishnavi Gandikota Andreas Görlitz Andreas Kolb Michael Möller
A Dynamic Frame Selection Framework for Fast Video Recognition.Zuxuan Wu Hengduo Li Caiming Xiong Yu-Gang Jiang Larry S. Davis
3D Pyramid Pooling Network for Abdominal MRI Series Classification.Zhe Zhu Amber Mittendorf Erin Shropshire Brian Allen Chad Miller Mustafa R. Bashir Maciej A. Mazurowski
Volume 44, Number 3, March 2022
Chaorui Deng Qi Wu Qingyao Wu Fuyuan Hu Fan Lyu Mingkui Tan
Unsupervised Domain Adaptation via Discriminative Manifold Propagation.You-Wei Luo Chuan-Xian Ren Dao-Qing Dai Hong Yan
Unambiguous Text Localization, Retrieval, and Recognition for Cluttered Scenes.Xuejian Rong Chucai Yi Yingli Tian
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-Shot Cross-Dataset Transfer.René Ranftl Katrin Lasinger David Hafner Konrad Schindler Vladlen Koltun
Towards Partial Supervision for Generic Object Counting in Natural Scenes.Hisham Cholakkal Guolei Sun Salman H. Khan Fahad Shahbaz Khan Ling Shao Luc Van Gool
TapLab: A Fast Framework for Semantic Video Segmentation Tapping Into Compressed-Domain Knowledge.Junyi Feng Songyuan Li Xi Li Fei Wu Qi Tian Ming-Hsuan Yang Haibin Ling
Streaming Convolutional Neural Networks for End-to-End Learning With Multi-Megapixel Images.Hans Pinckaers Bram van Ginneken Geert Litjens
SphereGAN: Sphere Generative Adversarial Network Based on Geometric Moment Matching and its Applications. Semantic Object Accuracy for Generative Text-to-Image Synthesis.Tobias Hinz Stefan Heinrich Stefan Wermter
Scalable Variational Gaussian Processes for Crowdsourcing: Glitch Detection in LIGO.Pablo Morales-Álvarez Pablo Ruiz Scott Coughlin Rafael Molina Aggelos K. Katsaggelos
Real-Time Globally Consistent Dense 3D Reconstruction With Online Texturing.Lei Han Siyuan Gu Dawei Zhong Shuxue Quan Lu Fang
Quasi-Globally Optimal and Near/True Real-Time Vanishing Point Estimation in Manhattan World.Haoang Li Ji Zhao Jean-Charles Bazin Yun-Hui Liu
Neural Rendering for Game Character Auto-Creation.Tianyang Shi Zhengxia Zou Zhenwei Shi Yi Yuan
Multi-Task Learning With Coarse Priors for Robust Part-Aware Person Re-Identification.Changxing Ding Kan Wang Pengfei Wang Dacheng Tao
MHF-Net: An Interpretable Deep Network for Multispectral and Hyperspectral Image Fusion.Qi Xie Minghao Zhou Qian Zhao Zongben Xu Deyu Meng
Meta-Transfer Learning Through Hard Tasks.Qianru Sun Yaoyao Liu Zhaozheng Chen Tat-Seng Chua Bernt Schiele
Locally Connected Network for Monocular 3D Human Pose Estimation.Hai Ci Xiaoxuan Ma Chunyu Wang Yizhou Wang
Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance Segmentation.Yun Liu Yu-Huan Wu Peisong Wen Yujun Shi Yu Qiu Ming-Ming Cheng
Learning Semantic Correspondence Exploiting an Object-Level Prior.Junghyup Lee Dohyung Kim Wonkyung Lee Jean Ponce Bumsub Ham
Large-Scale Nonlinear AUC Maximization via Triply Stochastic Gradients.Zhiyuan Dang Xiang Li Bin Gu Cheng Deng Heng Huang
Knowledge-Guided Multi-Label Few-Shot Learning for General Image Recognition.Tianshui Chen Liang Lin Riquan Chen Xiaolu Hui Hefeng Wu
Kernel-Based Density Map Generation for Dense Object Counting.Jia Wan Qingzhong Wang Antoni B. Chan
Incremental Density-Based Clustering on Multicore Processors.Son T. Mai Jon Jacobsen Sihem Amer-Yahia Ivor T. A. Spence Nhat-Phuong Tran Ira Assent Quoc Viet Hung Nguyen
Incomplete Label Multiple Instance Multiple Label Learning. Grid Anchor Based Image Cropping: A New Benchmark and An Efficient Model.Hui Zeng Lida Li Zisheng Cao Lei Zhang
GMFAD: Towards Generalized Visual Recognition via Multilayer Feature Alignment and Disentanglement.Haoliang Li Shiqi Wang Renjie Wan Alex C. Kot
Generative Imputation and Stochastic Prediction.Mohammad Kachuee Kimmo Kärkkäinen Orpaz Goldstein Sajad Darabi Majid Sarrafzadeh
Fuzzy-Match Repair Guided by Quality Estimation.John E. Ortega Mikel L. Forcada Felipe Sánchez-Martínez
End-to-End Optimized Versatile Image Compression With Wavelet-Like Transform.Haichuan Ma Dong Liu Ning Yan Houqiang Li Feng Wu
Efficient and Stable Graph Scattering Transforms via Pruning.Vassilis N. Ioannidis Siheng Chen Georgios B. Giannakis
Disentangling Monocular 3D Object Detection: From Single to Multi-Class Recognition.Andrea Simonelli Samuel Rota Bulò Lorenzo Porzi Manuel López-Antequera Peter Kontschieder
Differential Viewpoints for Ground Terrain Material Recognition.Jia Xue Hang Zhang Ko Nishino Kristin J. Dana
Densely Residual Laplacian Super-Resolution. DE-GAN: A Conditional Generative Adversarial Network for Document Enhancement.Mohamed Ali Souibgui Yousri Kessentini
Deformable Generator Networks: Unsupervised Disentanglement of Appearance and Geometry.Xianglei Xing Ruiqi Gao Tian Han Song-Chun Zhu Ying Nian Wu
Building and Interpreting Deep Similarity Models.Oliver Eberle Jochen Büttner Florian Kräutli Klaus-Robert Müller Matteo Valleriani Grégoire Montavon
Active Surveillance via Group Sparse Bayesian Learning. A Mathematical Model for Universal Semantics.Volume 44, Number 2, February 2022
Muhammad Haris Greg Shakhnarovich Norimichi Ukita
YOLACT++ Better Real-Time Instance Segmentation.Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee
Uniform Partitioning of Data Grid for Association Detection.Ali Mousavi Richard G. Baraniuk
Truncated Robust Principle Component Analysis With A General Optimization Framework.Feiping Nie Danyang Wu Rong Wang Xuelong Li
Spatiotemporal Bundle Adjustment for Dynamic 3D Human Reconstruction in the Wild.Minh Vo Yaser Sheikh Srinivasa G. Narasimhan
Prior Guided Feature Enrichment Network for Few-Shot Segmentation.Zhuotao Tian Hengshuang Zhao Michelle Shu Zhicheng Yang Ruiyu Li Jiaya Jia
On Diversity in Image Captioning: Metrics and Methods.Qingzhong Wang Jia Wan Antoni B. Chan
NCNet: Neighbourhood Consensus Networks for Estimating Image Correspondences.Ignacio Rocco Mircea Cimpoi Relja Arandjelovic Akihiko Torii Tomás Pajdla Josef Sivic
Model-Protected Multi-Task Learning.Jian Liang Ziqi Liu Jiayu Zhou Xiaoqian Jiang Changshui Zhang Fei Wang
Group Sampling for Scale Invariant Face Detection.Xiang Ming Fangyun Wei Ting Zhang Dong Chen Nanning Zheng Fang Wen
GeoNet++: Iterative Geometric Neural Network with Edge-Aware Refinement for Joint Depth and Surface Normal Estimation.Xiaojuan Qi Zhengzhe Liu Renjie Liao Philip H. S. Torr Raquel Urtasun Jiaya Jia
DeFusionNET: Defocus Blur Detection via Recurrently Fusing and Refining Discriminative Multi-Scale Deep Features.Chang Tang Xinwang Liu Xiao Zheng Wanqing Li Jian Xiong Lizhe Wang Albert Y. Zomaya Antonella Longo
Deep Visual Odometry With Adaptive Memory.Fei Xue Xin Wang Junqiu Wang Hongbin Zha
Augmentation Invariant and Instance Spreading Feature for Softmax Embedding.Mang Ye Jianbing Shen Xu Zhang Pong C. Yuen Shih-Fu Chang
A Stream Algebra for Performance Optimization of Large Scale Computer Vision Pipelines.Mohamed A. Helala Faisal Z. Qureshi Ken Q. Pu
A Self-Consistent-Field Iteration for Orthogonal Canonical Correlation Analysis.Lei-Hong Zhang Li Wang Zhaojun Bai Ren-Cang Li
Performing Group Difference Testing on Graph Structured Data From GANs: Analysis and Applications in Neuroimaging.Tuan Q. Dinh Yunyang Xiong Zhichun Huang Tien Vo Akshay Mishra Won Hwa Kim Sathya N. Ravi Vikas Singh
Learnable Pooling in Graph Convolutional Networks for Brain Surface Analysis.Karthik Gopinath Christian Desrosiers Herve Lombaert
Dynamic Facial Expression Generation on Hilbert Hypersphere With Conditional Wasserstein Generative Adversarial Nets.Naima Otberdout Mohamed Daoudi Anis Kacem Lahoucine Ballihi Stefano Berretti
SpherePHD: Applying CNNs on 360${}^\circ$∘ Images With Non-Euclidean Spherical PolyHeDron Representation.Yeonkun Lee Jaeseok Jeong Jongseob Yun Wonjune Cho Kuk-Jin Yoon
VolterraNet: A Higher Order Convolutional Network With Group Equivariance for Homogeneous Manifolds.Monami Banerjee Rudrasis Chakraborty Jose Bouza Baba C. Vemuri
Horizontal Flows and Manifold Stochastics in Geometric Deep Learning.Stefan Sommer Alex M. Bronstein
ManifoldNet: A Deep Neural Network for Manifold-Valued Data With Applications.Rudrasis Chakraborty Jose Bouza Jonathan H. Manton Baba C. Vemuri
Learning Backtrackless Aligned-Spatial Graph Convolutional Networks for Graph Classification.Lu Bai Lixin Cui Yuhang Jiao Luca Rossi Edwin R. Hancock
PINE: Universal Deep Embedding for Graph Nodes via Partial Permutation Invariant Set Functions.Shupeng Gui Xiangliang Zhang Pan Zhong Shuang Qiu Mingrui Wu Jieping Ye Zhengdao Wang Ji Liu
On Inductive-Transductive Learning With Graph Neural Networks.Giorgio Ciano Alberto Rossi Monica Bianchini Franco Scarselli
Learning on Attribute-Missing Graphs.Xu Chen Siheng Chen Jiangchao Yao Huangjie Zheng Ya Zhang Ivor W. Tsang
Deep Constraint-Based Propagation in Graph Neural Networks.Matteo Tiezzi Giuseppe Marra Stefano Melacci Marco Maggini
Guest Editorial: Non-Euclidean Machine Learning.Stefanos Zafeiriou Michael M. Bronstein Taco Cohen Oriol Vinyals Le Song Jure Leskovec Pietro Liò Joan Bruna Marco Gori
Context-Aware Visual Policy Network for Fine-Grained Image Captioning.Zheng-Jun Zha Daqing Liu Hanwang Zhang Yongdong Zhang Feng Wu
Plenty is Plague: Fine-Grained Learning for Visual Question Answering.Yiyi Zhou Rongrong Ji Xiaoshuai Sun Jinsong Su Deyu Meng Yue Gao Chunhua Shen
Learning to Compose and Reason with Language Tree Structures for Visual Grounding.Richang Hong Daqing Liu Xiaoyu Mo Xiangnan He Hanwang Zhang
Fine-Grained Video Captioning via Graph-based Multi-Granularity Interaction Learning.Yichao Yan Ning Zhuang Bingbing Ni Jian Zhang Minghao Xu Qiang Zhang Zheng Zhang Shuo Cheng Qi Tian Yi Xu Xiaokang Yang Wenjun Zhang
Tensor Representations for Action Recognition.Piotr Koniusz Lei Wang Anoop Cherian
Coherence Constrained Graph LSTM for Group Activity Recognition.Jinhui Tang Xiangbo Shu Rui Yan Liyan Zhang
Pose-Guided Representation Learning for Person Re-Identification.Jianing Li Shiliang Zhang Qi Tian Meng Wang Wen Gao
Fine-Grained Human-Centric Tracklet Segmentation with Single Frame Supervision.Si Liu Guanghui Ren Yao Sun Jinqiao Wang Changhu Wang Bo Li Shuicheng Yan
Power Normalizations in Fine-Grained Image, Few-Shot Image and Graph Classification. P-CNN: Part-Based Convolutional Neural Networks for Fine-Grained Visual Categorization.Junwei Han Xiwen Yao Gong Cheng Xiaoxu Feng Dong Xu
Hierarchical Deep Click Feature Prediction for Fine-Grained Image Recognition.Jun Yu Min Tan Hongyuan Zhang Yong Rui Dacheng Tao
Guest Editorial: Introduction to the Special Section on Fine-Grained Visual Categorization.Jingdong Wang Zhuowen Tu Jianlong Fu Nicu Sebe Serge J. Belongie
Volume 44, Number 1, January 2022
Zilong Huang Yunchao Wei Xinggang Wang Wenyu Liu Thomas S. Huang Humphrey Shi
Unsupervised Heterogeneous Coupling Learning for Categorical Representation.Chengzhang Zhu Longbing Cao Jianping Yin
Unsupervised 3D Reconstruction and Grouping of Rigid and Non-Rigid Categories. U2Fusion: A Unified Unsupervised Image Fusion Network.Han Xu Jiayi Ma Junjun Jiang Xiaojie Guo Haibin Ling
Tracking the Adaptation and Compensation Processes of Patients' Brain Arterial Network to an Evolving Glioblastoma.Junxi Zhu Spencer Teolis Nadia Biassou Amy Tabb Pierre-Emmanuel Jabin Orit Lavi
Towards Age-Invariant Face Recognition.Jian Zhao Shuicheng Yan Jiashi Feng
Tasks Integrated Networks: Joint Detection and Retrieval for Image Search.Lei Zhang Zhenwei He Yi Yang Liang Wang Xinbo Gao
Space-Time Memory Networks for Video Object Segmentation With User Guidance.Seoung Wug Oh Joon-Young Lee Ning Xu Seon Joo Kim
SimVODIS: Simultaneous Visual Odometry, Object Detection, and Instance Segmentation.Ue-Hwan Kim Se-Ho Kim Jong-Hwan Kim
Sharing Matters for Generalization in Deep Metric Learning.Timo Milbich Karsten Roth Biagio Brattoli Björn Ommer
Scalable and Practical Natural Gradient for Large-Scale Deep Learning.Kazuki Osawa Yohei Tsuji Yuichiro Ueno Akira Naruse Chuan-Sheng Foo Rio Yokota
Robust Bi-Stochastic Graph Regularized Matrix Factorization for Data Clustering.Qi Wang Xiang He Xu Jiang Xuelong Li
RGB-D SLAM in Dynamic Environments Using Point Correlations.Weichen Dai Yu Zhang Ping Li Zheng Fang Sebastian A. Scherer
Real-Time High Speed Motion Prediction Using Fast Aperture-Robust Event-Driven Visual Flow.Himanshu Akolkar Sio-Hoi Ieng Ryad Benosman
On Learning Disentangled Representations for Gait Recognition.Ziyuan Zhang Luan Tran Feng Liu Xiaoming Liu
Multiview Clustering: A Scalable and Parameter-Free Bipartite Graph Fusion Method.Xuelong Li Han Zhang Rong Wang Feiping Nie
MRA-Net: Improving VQA Via Multi-Modal Relation Attention Network.Liang Peng Yang Yang Zheng Wang Zi Huang Heng Tao Shen
Learning Representations for Facial Actions From Unlabeled Videos.Yong Li Jiabei Zeng Shiguang Shan
Learning Meta-Distance for Sequences by Learning a Ground Metric via Virtual Sequence Regression. Label Independent Memory for Semi-Supervised Few-Shot Video Classification. Joint Camera Spectral Response Selection and Hyperspectral Image Recovery.Ying Fu Tao Zhang Yinqiang Zheng Debing Zhang Hua Huang
Index Networks.Hao Lu Yutong Dai Chunhua Shen Songcen Xu
Improving Machine Vision Using Human Perceptual Representations: The Case of Planar Reflection Symmetry for Object Classification. Improving Generative Adversarial Networks With Local Coordinate Coding.Jiezhang Cao Yong Guo Qingyao Wu Chunhua Shen Junzhou Huang Mingkui Tan
Homography-Based Minimal-Case Relative Pose Estimation With Known Gravity Direction.Yaqing Ding Jian Yang Jean Ponce Hui Kong
GarNet++: Improving Fast and Accurate Static 3D Cloth Draping by Curvature Loss.Erhan Gundogdu Victor Constantin Shaifali Parashar Amrollah Seifoddini Minh Dang Mathieu Salzmann Pascal Fua
Event-Based Vision: A Survey.Guillermo Gallego Tobi Delbrück Garrick Orchard Chiara Bartolozzi Brian Taba Andrea Censi Stefan Leutenegger Andrew J. Davison Jörg Conradt Kostas Daniilidis Davide Scaramuzza
DeepSPIO: Super Paramagnetic Iron Oxide Particle Quantification Using Deep Learning in Magnetic Resonance Imaging.Gabriel della Maggiora Carlos Castillo-Passi Wenqi Qiu Shuang Liu Carlos Milovic Masaki Sekino Cristian Tejos Sergio Uribe Pablo Irarrazaval
Deep Photometric Stereo for Non-Lambertian Surfaces.Guanying Chen Kai Han Boxin Shi Yasuyuki Matsushita Kwan-Yee K. Wong
Deep Photometric Stereo Networks for Determining Surface Normal and Reflectances.Hiroaki Santo Masaki Samejima Yusuke Sugano Boxin Shi Yasuyuki Matsushita
BDCN: Bi-Directional Cascade Network for Perceptual Edge Detection.Jianzhong He Shiliang Zhang Ming Yang Yanhu Shan Tiejun Huang
Ball $k$k-Means: Fast Adaptive Clustering With No Bounds.Shuyin Xia Daowan Peng Deyu Meng Changqing Zhang Guoyin Wang Elisabeth Giem Wei Wei Zizhong Chen
Average Top-k Aggregate Loss for Supervised Learning.Siwei Lyu Yanbo Fan Yiming Ying Bao-Gang Hu
A Geometrical Perspective on Image Style Transfer With Adversarial Learning.Xudong Pan Mi Zhang Daizong Ding Min Yang
A General Differentiable Mesh Renderer for Image-Based 3D Reasoning.Shichen Liu Tianye Li Weikai Chen Hao Li
A Fast Binary Quadratic Programming Solver Based on Stochastic Neighborhood Search.Benson Shu Yan Lam Alan Wee-Chung Liew
A Comprehensive and Modularized Statistical Framework for Gradient Norm Equality in Deep Neural Networks. Editorial. State of the Journal Editorial.