Pattern Recognition, Volume 129

Volume 129, September 2022

Structural pattern recognition, network and graph methods

• 
  Alcebiades Dal Col, Fabiano Petronetto:
  Graph regularization multidimensional projection. 108690

Machine learning

• 
  Yayun Xu, Hua Yan:
  Cycle-reconstructive subspace learning with class discriminability for unsupervised domain adaptation. 108700
• 
  Kutalmis Coskun, M. Borahan Tümer:
  An adaptive estimation method with exploration and exploitation modes for non-stationary environments. 108702

Various applications

• 
  MyeongAh Cho, Taeoh Kim, Woo Jin Kim, Suhwan Cho, Sangyoun Lee:
  Unsupervised video anomaly detection via normalizing flows with implicit latent features. 108703

Machine learning

• 
  Minglei Yuan, Chunhao Cai, Tong Lu, Yirui Wu, Qian Xu, Shijie Zhou:
  A novel forget-update module for few-shot domain generalization. 108704
• 
  Sheng Wan, Shirui Pan, Shengwei Zhong, Jie Yang, Jian Yang, Yibing Zhan, Chen Gong:
  Multi-level graph learning network for hyperspectral image classification. 108705

Classifiers and classification

• 
  Zhizheng Liang, Lei Zhang:
  Uncertainty-aware twin support vector machines. 108706

Machine learning

• 
  Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot:
  Harmonic convolutional networks based on discrete cosine transform. 108707

Features

• 
  Yingmao Yao, Xiaoyan Jiang, Hamido Fujita, Zhijun Fang:
  A sparse graph wavelet convolution neural network for video-based person re-identification. 108708

Classifiers and classification

• 
  Xue Zhang, Ze-Hua Sheng, Hui-Liang Shen:
  FocusNet: Classifying better by focusing on confusing classes. 108709

Special Section on Fine-grained object retrieval, matching and ranking

• 
  Junhui Yin, Jiyang Xie, Zhanyu Ma, Jun Guo:
  MPCCL: Multiview predictive coding with contrastive learning for person re-identification. 108710

Bio-medical patterns

• 
  Yinghua Fu, Ge Zhang, Jiang Li, Dongyan Pan, Yongxiong Wang, Dawei Zhang:
  Fovea localization by blood vessel vector in abnormal fundus images. 108711

Objects and image analysis

• 
  Sedat Özer, Mert Ege, Mehmet Akif Özkanoglu:
  SiameseFuse: A computationally efficient and a not-so-deep network to fuse visible and infrared images. 108712
• 
  Chen Luo, Shanshan Feng, Xutao Li, Yunming Ye, Baoquan Zhang, Zhihao Chen, Yingling Quan:
  ECDNet: A bilateral lightweight cloud detection network for remote sensing images. 108713

Classifiers and classification

• 
  Ping He, Xiaohua Xu, Xincheng Chang, Jie Ding, Suquan Chen:
  Multi-manifold discriminant local spline embedding. 108714

Machine learning

• 
  Xingchen Guo, Xuexin Xu, Xunquan Chen, Jinhui Chen, Rong Jia, Zhihong Zhang, Tetsuya Takiguchi, Edwin R. Hancock:
  Direction of arrival estimation for indoor environments based on acoustic composition model with a single microphone. 108715

Objects and image analysis

• 
  Chunzhi Gu, Xuequan Lu, Chao Zhang:
  Example-based color transfer with Gaussian mixture modeling. 108716
• 
  Hanhong Zheng, Maoguo Gong, Tongfei Liu, Fenlong Jiang, Tao Zhan, Di Lu, Mingyang Zhang:
  HFA-Net: High frequency attention siamese network for building change detection in VHR remote sensing images. 108717
• 
  Yi Cheng, Ying Sun, Hehe Fan, Tao Zhuo, Joo-Hwee Lim, Mohan S. Kankanhalli:
  Entropy guided attention network for weakly-supervised action localization. 108718
• 
  Maryam Sultana, Arif Mahmood, Soon Ki Jung:
  Unsupervised moving object segmentation using background subtraction and optimal adversarial noise sample search. 108719

Machine learning

• 
  Woojin Lee, Sungyoon Lee, Junyoung Byun, Hoki Kim, Jaewook Lee:
  Variational cycle-consistent imputation adversarial networks for general missing patterns. 108720

Classifiers and classification

• 
  Alba Pagès-Zamora, Idoia Ochoa, Gonzalo Ruiz Cavero, Pol Villalvilla-Ornat:
  Unsupervised ensemble learning for genome sequencing. 108721

Various applications

• 
  Mengtian Li, Yuan Xie, Lizhuang Ma:
  Paying attention for adjacent areas: Learning discriminative features for large-scale 3D scene segmentation. 108722

Bio-medical patterns

• 
  Lei Zhou, Shuai Wang, Kun Sun, Tao Zhou, Fuhua Yan, Dinggang Shen:
  Three-dimensional affinity learning based multi-branch ensemble network for breast tumor segmentation in MRI. 108723

Objects and image analysis

• 
  Tianyou Zheng, Qiang Wang, Yue Shen, Xiang Ma, Xiaotian Lin:
  High-resolution rectified gradient-based visual explanations for weakly supervised segmentation. 108724

Human movements and activities

• 
  Kun Xia, Le Wang, Sanping Zhou, Gang Hua, Wei Tang:
  Dual relation network for temporal action localization. 108725

Features

• 
  Zepeng Wang, Derong Chen, Jiulu Gong:
  Pose error analysis method based on a single circular feature. 108726

Classifiers and classification

• 
  Xiaoyang Huo, Xiangping Zeng, Si Wu, Hau-San Wong:
  Attention regularized semi-supervised learning with class-ambiguous data for image classification. 108727
• 
  Xuxiang Sun, Gong Cheng, Lei Pei, Junwei Han:
  Query-efficient decision-based attack via sampling distribution reshaping. 108728

Machine learning

• 
  Huanyu Wang, Yongshun Zhang, Jianxin Wu:
  Versatile, full-spectrum, and swift network sampling for model generation. 108729

Features

• 
  Yewen Huang, Sicheng Lian, Haifeng Hu:
  AVPL: Augmented visual perception learning for person Re-identification and beyond. 108736

Face and biometrics

• 
  Jing Zhang, Huimin Yu:
  Improving the Facial Expression Recognition and Its Interpretability via Generating Expression Pattern-map. 108737

Various applications

• 
  Rui Li, Baopeng Zhang, Zhu Teng, Jianping Fan:
  An end-to-end identity association network based on geometry refinement for multi-object tracking. 108738

Structural pattern recognition, network and graph methods

• 
  Bruno Berenguel-Baeta, Jesus Bermudez-Cameo, Josechu J. Guerrero:
  Atlanta scaled layouts from non-central panoramas. 108740

Human movements and activities

• 
  Peisen Zhao, Lingxi Xie, Jiajie Wang, Ya Zhang, Qi Tian:
  Progressive privileged knowledge distillation for online action detection. 108741

Machine learning

• 
  Yi Zhu, Xindong Wu, Jipeng Qiang, Xuegang Hu, Yuhong Zhang, Pei-Pei Li:
  Representation learning with deep sparse auto-encoder for multi-task learning. 108742
• 
  Jessica Cooper, Ognjen Arandjelovic, David J. Harrison:
  Believe the HiPe: Hierarchical perturbation for fast, robust, and model-agnostic saliency mapping. 108743

Clustering

• 
  Minghui Hu, Ponnuthurai N. Suganthan:
  Representation learning using deep random vector functional link networks for clustering. 108744
• 
  Hui Qv, Tao Ma, Xinyi Tong, Xuhui Huang, Zhe Ma, Jiehong Feng:
  Clustering by centroid drift and boundary shrinkage. 108745

Machine learning

• 
  Mónica Ribero, Jette Henderson, Sinead Williamson, Haris Vikalo:
  Federating recommendations using differentially private prototypes. 108746

Objects and image analysis

• 
  Tin Barisin, Christian Jung, Franziska Müsebeck, Claudia Redenbach, Katja Schladitz:
  Methods for segmenting cracks in 3d images of concrete: A comparison based on semi-synthetic images. 108747

Machine learning

• 
  Lukasz Korycki, Bartosz Krawczyk:
  Instance exploitation for learning temporary concepts from sparsely labeled drifting data streams. 108749
• 
  Nanqing Dong, Michael Kampffmeyer, Irina Voiculescu, Eric P. Xing:
  Negational symmetry of quantum neural networks for binary pattern classification. 108750
• 
  Daniele Gammelli, Kasper Pryds Rolsted, Dario Pacino, Filipe Rodrigues:
  Generalized multi-output Gaussian process censored regression. 108751
• 
  Daniele Gammelli, Filipe Rodrigues:
  Recurrent flow networks: A recurrent latent variable model for density estimation of urban mobility. 108752

Face and biometrics

• 
  Jingying Chen, Lei Yang, Lei Tan, Ruyi Xu:
  Orthogonal channel attention-based multi-task learning for multi-view facial expression recognition. 108753
• 
  Kangli Zeng, Zhongyuan Wang, Tao Lu, Jianyu Chen, Baojin Huang, Zhen Han, Xin Tian:
  Realistic frontal face reconstruction using coupled complementarity of far-near-sighted face images. 108754

Machine learning

• 
  Subhranil Bagchi, Deepti R. Bathula:
  EEG-ConvTransformer for single-trial EEG-based visual stimulus classification. 108757

Structural pattern recognition, network and graph methods

• 
  Zhu Yin, Wuzhen Shi, Zhongcheng Wu, Jun Zhang:
  Multilevel wavelet-based hierarchical networks for image compressed sensing. 108758

Kernel methods and manifold learning

• 
  Riikka Huusari, Cécile Capponi, Paul Villoutreix, Hachem Kadri:
  Cross-View kernel transfer. 108759

Face and biometrics

• 
  Praveen Kumar Chandaliya, Neeta Nain:
  ChildGAN: Face aging and rejuvenation to find missing children. 108761

Objects and image analysis

• 
  Danilo Avola, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Adriano Fragomeni, Daniele Pannone:
  3D hand pose and shape estimation from RGB images for keypoint-based hand gesture recognition. 108762
• 
  Mingkun Li, He Sun, Chaoqun Lin, Chun-Guang Li, Jun Guo:
  The devil in the tail: Cluster consolidation plus cluster adaptive balancing loss for unsupervised person re-identification. 108763

Human movements and activities

• 
  Junyong Park, Daekyum Kim, Sejoon Huh, Sungho Jo:
  Maximization and restoration: Action segmentation through dilation passing and temporal reconstruction. 108764

Face and biometrics

• 
  Lam Tran, Thuc Dinh Nguyen, Hyunil Kim, Deokjai Choi:
  Security and privacy enhanced smartphone-based gait authentication with random representation learning and digital lockers. 108765

Handwriting and document analysis

• 
  Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas:
  Pay attention to what you read: Non-recurrent handwritten text-Line recognition. 108766

Classifiers and classification

• 
  Jiabin Liu, Zhiquan Qi, Bo Wang, Yingjie Tian, Yong Shi:
  SELF-LLP: Self-supervised learning from label proportions with self-ensemble. 108767

Clustering

• 
  Wenming Cao, Zhongfan Zhang, Cheng Liu, Rui Li, Qianfen Jiao, Zhiwen Yu, Hau-San Wong:
  Unsupervised discriminative feature learning via finding a clustering-friendly embedding space. 108768

Special Section on Fine-grained object retrieval, matching and ranking

• 
  Xin Chen, Bin Wang, Yongsheng Gao:
  Symmetric Binary Tree Based Co-occurrence Texture Pattern Mining for Fine-grained Plant Leaf Image Retrieval. 108769

Machine learning

• 
  Fatemeh Alavi, Sattar Hashemi:
  A bi-level formulation for multiple kernel learning via self-paced training. 108770
• 
  Le Thanh Nguyen-Meidine, Madhu Kiran, Marco Pedersoli, Jose Dolz, Louis-Antoine Blais-Morin, Eric Granger:
  Incremental multi-target domain adaptation for object detection with efficient domain transfer. 108771

Classifiers and classification

• 
  Zehua Liu, Yuhe Zhang, Jian Gao, Shurui Wang:
  VFMVAC: View-filtering-based multi-view aggregating convolution for 3D shape recognition and retrieval. 108774
• 
  Kensuke Nakamura, Stefano Soatto, Byung-Woo Hong:
  Stochastic batch size for adaptive regularization in deep network optimization. 108776

Machine learning

• 
  Wei Chang, Feiping Nie, Zheng Wang, Rong Wang, Xuelong Li:
  Self-weighted learning framework for adaptive locality discriminant analysis. 108778

Classifiers and classification

• 
  He Yan, Liyong Fu, Tian'an Zhang, Jun Hu, Qiaolin Ye, Yong Qi, Dong-Jun Yu:
  Robust distance metric optimization driven GEPSVM classifier for pattern classification. 108779

Clustering

• 
  Ali S. Hadi:
  A new distance between multivariate clusters of varying locations, elliptical shapes, and directions. 108780

Objects and image analysis

• 
  Pengjie Wang, Yuxuan Liu, Ying Cao, Xin Yang, Yu Luo, Huchuan Lu, Zijian Liang, Rynson W. H. Lau:
  Salient object detection with image-level binary supervision. 108782

Classifiers and classification

• 
  Guoqiang Li, Qi Fang, Linlin Zha, Xin Gao, Nenggan Zheng:
  HAM: Hybrid attention module in deep convolutional neural networks for image classification. 108785