Pattern Recognition, Volume 143

Volume 143, November 2023

Special Section on Graph Machine Learning for Pattern Recognition on Complex Graphs

• 
  Xiang Wang, Junxing Zhu, Zichen Xu, Kaijun Ren, Xinwang Liu, Fengyun Wang:
  Local nonlinear dimensionality reduction via preserving the geometric structure of data. 109663

Objects and image analysis

• 
  Shima Rashidi, Weilun Xu, Dian Lin, Andrew Turpin, Lars Kulik, Krista A. Ehinger:
  An active foveated gaze prediction algorithm based on a Bayesian ideal observer. 109694

Classifiers and classification

• 
  Benteng Ma, Jing Zhang, Yong Xia, Dacheng Tao:
  Inter-layer transition in neural architecture search. 109697

Bio-medical patterns

• 
  Yunzhi Huang, Sahar Ahmad, Luyi Han, Shuai Wang, Zhengwang Wu, Weili Lin, Gang Li, Li Wang, Pew-Thian Yap:
  Longitudinal prediction of postnatal brain magnetic resonance images via a metamorphic generative adversarial network. 109715
• 
  Kai Ma, Shuo Huang, Peng Wan, Daoqiang Zhang:
  Optimal transport based pyramid graph kernel for autism spectrum disorder diagnosis. 109716

Various applications

• 
  Xia Hua, Mingxin Li, Junxiong Fei, Jianguo Liu, Yu Shi, Hanyu Hong:
  Dynamic scene deblurring with continuous cross-layer attention transmission. 109719

Classifiers and classification

• 
  Paria Soltanzadeh, Mohammad-Reza Feizi-Derakhshi, Mahdi Hashemzadeh:
  Addressing the class-imbalance and class-overlap problems by a metaheuristic-based under-sampling approach. 109721
• 
  Xubing Yang, Zhichun Hua, Li Zhang, Xijian Fan, Fuquan Zhang, Qiaolin Ye, Liyong Fu:
  Preferred vector machine for forest fire detection. 109722
• 
  Tao Sheng, Chengchao Shen, Yuan Liu, Yeyu Ou, Zhe Qu, Yixiong Liang, Jianxin Wang:
  Modeling global distribution for federated learning with label distribution skew. 109724

Features

• 
  Xingsheng Liu, Anhu Li, Jianfeng Sun, Zhiyong Lu:
  Trigonometric projection statistics histograms for 3D local feature representation and shape description. 109727

Objects and image analysis

• 
  Jingyu Sun, Yadong Gong, Jibin Zhao, Huan Zhang, Liya Jin:
  Matching based on variance minimization of component distances using edges of free-form surfaces. 109729

Classifiers and classification

• 
  Hae-Hwan Lee, Seunghwan Park, Jongho Im:
  Resampling approach for one-Class classification. 109731

Bio-medical patterns

• 
  Aimei Dong, Jian Liu, Guodong Zhang, Zhonghe Wei, Yi Zhai, Guohua Lv:
  Momentum contrast transformer for COVID-19 diagnosis with knowledge distillation. 109732

Features

• 
  Jihong Wan, Hongmei Chen, Tianrui Li, Min Li, Xiaoling Yang:
  High-order interaction feature selection for classification learning: A robust knowledge metric perspective. 109733

Machine learning

• 
  Dimitrios Boursinos, Xenofon D. Koutsoukos:
  Efficient probability intervals for classification using inductive venn predictors. 109734

Objects and image analysis

• 
  Chaoyan Huang, Tingting Wu, Juncheng Li, Bin Dong, Tieyong Zeng:
  Single-particle reconstruction in cryo-EM based on three-dimensional weighted nuclear norm minimization. 109736

Features

• 
  Jiao Zhang, Xu-Yao Zhang, Chuang Wang, Cheng-Lin Liu:
  Deep representation learning for domain generalization with information bottleneck principle. 109737

Special Section on Practical Deep Learning in the Wild

• 
  Ziyi Chen, Yutong Gao, Congyan Lang, Lili Wei, Yidong Li, Hongzhe Liu, Fayao Liu:
  Integrating topology beyond descriptions for zero-shot learning. 109738

Bio-medical patterns

• 
  Zhenbing Liu, Fengfeng Wu, Yumeng Wang, Mengyu Yang, Xipeng Pan:
  FedCL: Federated contrastive learning for multi-center medical image classification. 109739

Special Section on Practical Deep Learning in the Wild

• 
  Zhao Zhang, Yanyan Wei, Haijun Zhang, Yi Yang, Shuicheng Yan, Meng Wang:
  Data-Driven single image deraining: A Comprehensive review and new perspectives. 109740

Objects and image analysis

• 
  Wendong Zhang, Yunbo Wang, Bingbing Ni, Xiaokang Yang:
  Fully context-aware image inpainting with a learned semantic pyramid. 109741

Face and biometrics

• 
  Aarti Goyal, Toshanlal Meenpal:
  Kinship verification using multi-level dictionary pair learning for multiple resolution images. 109742

Human movements and activities

• 
  Huixin Miao, Junqi Lin, Junjie Cao, Xiaoguang He, Zhixun Su, Risheng Liu:
  SMPR: Single-stage multi-person pose regression. 109743

Machine learning

• 
  Junzhong Ji, Junwei Li:
  Tri-objective optimization-based cascade ensemble pruning for deep forest. 109744

Special Section on Graph Machine Learning for Pattern Recognition on Complex Graphs

• 
  Eric Ke Wang, Zicong Chen, Xilin Dang, Xuan Fan, Xuming Han, Chien-Ming Chen, Weiping Ding, Siu-Ming Yiu, Jian Weng:
  Uncovering Hidden Vulnerabilities in Convolutional Neural Networks through Graph-based Adversarial Robustness Evaluation. 109745
• 
  Jianghui Sang, Yongli Wang, Weiping Ding, Zaki Ahmadkhan, Lin Xu:
  Reward shaping with hierarchical graph topology. 109746
• 
  Yan Ding, Yujuan Zhai, Ming Hu, Jia Zhao:
  Deep forest auto-Encoder for resource-Centric attributes graph embedding. 109747

Objects and image analysis

• 
  Zakariae Abbad, Ahmed Drissi El Maliani, Said Ouatik El Alaoui, Mohammed El Hassouni, Mohamed Tahar Kadaoui Abbassi:
  Exploring multivariate generalized gamma manifold for color texture retrieval. 109748

Clustering

• 
  Eduardo C. Simões, Francisco de A. T. de Carvalho:
  Gaussian kernel fuzzy c-means with width parameter computation and regularization. 109749

Special Section on Practical Deep Learning in the Wild

• 
  Yucheng Shi, Kunhong Wu, Yahong Han, Yunfeng Shao, Bingshuai Li, Fei Wu:
  Source-free and black-box domain adaptation via distributionally adversarial training. 109750

Kernel methods and manifold learning

• 
  Byung Hyung Kim, Jin Woo Choi, Honggu Lee, Sungho Jo:
  A discriminative SPD feature learning approach on Riemannian manifolds for EEG classification. 109751

Structural pattern recognition, network and graph methods

• 
  Chaoran Cui, Xiaojie Li, Chunyun Zhang, Weili Guan, Meng Wang:
  Temporal-Relational hypergraph tri-Attention networks for stock trend prediction. 109759

Face and biometrics

• 
  Cong Hu, Yuanbo Li, Zhenhua Feng, Xiaojun Wu:
  Attention-guided evolutionary attack with elastic-net regularization on face recognition. 109760

Various applications

• 
  Huanjie Tao, Qianyue Duan, Minghao Lu, Zhenwu Hu:
  Learning discriminative feature representation with pixel-level supervision for forest smoke recognition. 109761

Machine learning

• 
  Luming Zhang, Guifeng Wang, Ming Chen, Fuji Ren, Ling Shao:
  An enhanced noise-tolerant hashing for drone object detection. 109762

Clustering

• 
  Tianwei Zhang, Zhouhong Li:
  Switching clusters' synchronization for discrete space-time complex dynamical networks via boundary feedback controls. 109763
• 
  Bassoma Diallo, Jie Hu, Tianrui Li, Ghufran Ahmad Khan, Xinyan Liang, Hongjun Wang:
  Auto-attention mechanism for multi-view deep embedding clustering. 109764

Innovative Applications of Pattern Recognition

• 
  Wenhao Shao, Ruliang Xiao, Praboda Rajapaksha, Mengzhu Wang, Noël Crespi, Zhigang Luo, Roberto Minerva:
  Video anomaly detection with NTCN-ML: A novel TCN for multi-instance learning. 109765

Special Section on Graph Machine Learning for Pattern Recognition on Complex Graphs

• 
  Cheng Ji, Tao Zhao, Qingyun Sun, Xingcheng Fu, Jianxin Li:
  Higher-order memory guided temporal random walk for dynamic heterogeneous network embedding. 109766

Objects and image analysis

• 
  Ziyun Cai, Xiao-Yuan Jing, Ling Shao:
  Domain embedding transfer for unequal RGB-D image recognition. 109771

Human movements and activities

• 
  Wenjun Zhu, Yanghong Liu, Peng Wang, Mengyi Zhang, Tian Wang, Yang Yi:
  Tri-HGNN: Learning triple policies fused hierarchical graph neural networks for pedestrian trajectory prediction. 109772

Classifiers and classification

• 
  Wei-Tao Zhang, Lu Liu, Yv Bai, Yi-Bang Li, Jiao Guo:
  Crop classification based on multi-temporal PolSAR images with a single tensor network. 109773

Objects and image analysis

• 
  Qiong Liu, Qi Zhang, Wei Liu, Wenbai Chen, Xinwang Liu, Xiangke Wang:
  WSDS-GAN: A weak-strong dual supervised learning method for underwater image enhancement. 109774

Various applications

• 
  Binglu Wang, Chengzhe Lu, Dawei Yan, Yongqiang Zhao, Ning Li, Xuelong Li:
  Learning pixel-adaptive weights for portrait photo retouching. 109775

Classifiers and classification

• 
  Yaozhong Luo, Qinghua Huang, Longzhong Liu:
  Classification of tumor in one single ultrasound image via a novel multi-view learning strategy. 109776

Kernel methods and manifold learning

• 
  Rustem Takhanov, Y. Sultan Abylkairov, Maxat Tezekbayev:
  Autoencoders for a manifold learning problem with a jacobian rank constraint. 109777

Special Section on Practical Deep Learning in the Wild

• 
  Shunan Mao, Yaowei Wang, Xiaoyu Wang, Shiliang Zhang:
  Multi-proxy feature learning for robust fine-grained visual recognition. 109779
• 
  Jun Chen, Shipeng Bai, Tianxin Huang, Mengmeng Wang, Guanzhong Tian, Yong Liu:
  Data-free quantization via mixed-precision compensation without fine-tuning. 109780

Innovative Applications of Pattern Recognition

• 
  Renrong Shao, Wei Zhang, Jun Wang:
  Conditional pseudo-supervised contrast for data-Free knowledge distillation. 109781

Features

• 
  Rubab Mehboob, Hassan Dawood, Hussain Dawood:
  An encoded histogram of ridge bifurcations and contours for fingerprint presentation attack detection. 109782

Machine learning

• 
  Di Wu, Yurong Xie, Zhe Qiang:
  An efficient EM algorithm for two-layer mixture model of gaussian process functional regressions. 109783

Objects and image analysis

• 
  Chengli Peng, Haifeng Li, Chao Tao, Yansheng Li, Jiayi Ma:
  MSINet: Mining scale information from digital surface models for semantic segmentation of aerial images. 109785

Features

• 
  Zhanlong Yang, Linzhi Yang, Geng Chen, Pew-Thian Yap:
  Improved polar complex exponential transform for robust local image description. 109786
• 
  Xiao-Lin Xu, Gengxin Xu, Chuan-Xian Ren, Dao-Qing Dai, Hong Yan:
  Conditional Independence Induced Unsupervised Domain Adaptation. 109787

Objects and image analysis

• 
  Renke Kou, Chunping Wang, Zhenming Peng, Zhihe Zhao, Yaohong Chen, Jinhui Han, Fuyu Huang, Ying Yu, Qiang Fu:
  Infrared small target segmentation networks: A survey. 109788

Special Section on Graph Machine Learning for Pattern Recognition on Complex Graphs

• 
  Chen Zhao, Zhihui Xu, Jingfeng Jiang, Michele Esposito, Drew Pienta, Guang-Uei Hung, Weihua Zhou:
  AGMN: Association graph-based graph matching network for coronary artery semantic labeling on invasive coronary angiograms. 109789

Classifiers and classification

• 
  Xiaoxue Qian, Fang Liu, Licheng Jiao, Xiangrong Zhang, Xinyan Huang, Shuo Li, Puhua Chen, Xu Liu:
  Knowledge transfer evolutionary search for lightweight neural architecture with dynamic inference. 109790

Face and biometrics

• 
  Ayse Kale, Oguz Altun:
  Face age synthesis: A review on datasets, methods, and open research areas. 109791

Clustering

• 
  Xiaotian Yu, Yifan Yang, Aibo Wang, Ling Xing, Haokui Zhang, Hanling Yi, Guangming Lu, Xiaoyu Wang:
  Adapt-Infomap: Face clustering with adaptive graph refinement in infomap. 109792

Classifiers and classification

• 
  Xiangyuan Kong, Xiang Wei, Xiaoyu Liu, Jingjie Wang, Weiwei Xing, Wei Lu:
  FGBC: Flexible graph-based balanced classifier for class-imbalanced semi-supervised learning. 109793

Structural pattern recognition, network and graph methods

• 
  Huiyu Huang, Miaolin Fan, Chun-An Chou:
  Graph-based learning of nonlinear physiological interactions for classification of emotions. 109794

Objects and image analysis

• 
  Zhiwei Wang, Xue Wang, Kun Tan, Bo Han, Jianwei Ding, Zhaoxian Liu:
  Hyperspectral anomaly detection based on variational background inference and generative adversarial network. 109795

Structural pattern recognition, network and graph methods

• 
  Tianming Zhao, Linfeng Li, Tian Tian, Jiayi Ma, Jinwen Tian:
  APUNet: Attention-guided upsampling network for sparse and non-uniform point cloud. 109796

Classifiers and classification

• 
  Jaime Duque Domingo, Roberto Medina Aparicio, Luis Miguel González Rodrigo:
  One Shot Learning with class partitioning and cross validation voting (CP-CVV). 109797

Face and biometrics

• 
  Paula Delgado-Santos, Ruben Tolosana, Richard M. Guest, Farzin Deravi, Rubén Vera-Rodríguez:
  Exploring transformers for behavioural biometrics: A case study in gait recognition. 109798

Structural pattern recognition, network and graph methods

• 
  Yang Yi, Xuequan Lu, Shang Gao, Antonio Robles-Kelly, Yuejie Zhang:
  Graph classification via discriminative edge feature learning. 109799

Features

• 
  Sungmin Woo, Dogyoon Lee, Sangwon Hwang, Woo Jin Kim, Sangyoun Lee:
  MKConv: Multidimensional feature representation for point cloud analysis. 109800

Objects and image analysis

• 
  Hongyun Zhang, Miao Li, Duoqian Miao, Witold Pedrycz, Zhaoguo Wang, Minghui Jiang:
  Construction of a feature enhancement network for small object detection. 109801

Features

• 
  Leonardo F. S. Scabini, Kallil M. C. Zielinski, Lucas Correia Ribas, Wesley Nunes Gonçalves, Bernard De Baets, Odemir M. Bruno:
  RADAM: Texture recognition through randomized aggregated encoding of deep activation maps. 109802

Classifiers and classification

• 
  Keqian Min, Qing Mai, Junge Li:
  Optimality in high-dimensional tensor discriminant analysis. 109803

Clustering

• 
  Hussein El Amouri, Thomas Andrew Lampert, Pierre Gançarski, Clément Mallet:
  Constrained DTW preserving shapelets for explainable time-series clustering. 109804

Machine learning

• 
  David Novoa-Paradela, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas:
  Fast deep autoencoder for federated learning. 109805

Human movements and activities

• 
  Ju Dai, Hao Li, Rui Zeng, Junxuan Bai, Feng Zhou, Junjun Pan:
  KD-Former: Kinematic and dynamic coupled transformer network for 3D human motion prediction. 109806

Innovative Applications of Pattern Recognition

• 
  Fernando Terroso-Saenz, Jesús A. Soto, Andrés Muñoz:
  Music Mobility Patterns: How Songs Propagate Around The World Through Spotify. 109807

Objects and image analysis

• 
  Zhixing Wang, Jinzhen Yao, Chuanming Tang, Jianlin Zhang, Qiliang Bao, Zhenming Peng:
  Information-diffused graph tracking with linear complexity. 109809

Machine learning

• 
  Hao Liang, Rui Liu, Zhongyuan Wang, Jiayi Ma, Xin Tian:
  Variational Bayesian deep network for blind Poisson denoising. 109810

Bio-medical patterns

• 
  Yamil Vindas, Emmanuel Roux, Blaise Kévin Guépié, Marilys Almar, Philippe Delachartre:
  Guided deep embedded clustering regularization for multifeature medical signal classification. 109812

Classifiers and classification

• 
  Guangyi Lin, Jie Gao, Nan Zeng, Yong Xu, Kunhong Liu, Beizhan Wang, Junfeng Yao, Qingqiang Wu:
  A self-adaptive soft-recoding strategy for performance improvement of error-correcting output codes. 109813

Machine learning

• 
  Michail Giannoulis, Andrew Harris, Vincent Barra:
  DITAN: A deep-learning domain agnostic framework for detection and interpretation of temporally-based multivariate ANomalies. 109814

Clustering

• 
  Hamid Rezaei, Negin Daneshpour:
  Mixed data clustering based on a number of similar features. 109815

Machine learning

• 
  Guoping Xu, Wentao Liao, Xuan Zhang, Chang Li, Xinwei He, Xinglong Wu:
  Haar wavelet downsampling: A simple but effective downsampling module for semantic segmentation. 109819

Kernel methods and manifold learning

• 
  Hong-Jie Xing, Ping-Ping Zhang:
  Contrastive deep support vector data description. 109820