Pattern Recognition, Volume 142

Volume 142, October 2023

Machine learning

• 
  Géraldin Nanfack, Paul Temple, Benoît Frénay:
  Learning Customised Decision Trees for Domain-knowledge Constraints. 109610

Objects and image analysis

• 
  Ziyi Cheng, Baoyuan Wu, Zhenya Zhang, Jianjun Zhao:
  TAT: Targeted backdoor attacks against visual object tracking. 109629

Human movements and activities

• 
  Xingchen Zhang, Panagiotis Angeloudis, Yiannis Demiris:
  Dual-branch spatio-temporal graph neural networks for pedestrian trajectory prediction. 109633

Machine learning

• 
  Ziheng Li, Feiping Nie, Rong Wang, Xuelong Li:
  Robust rank-one matrix completion with rank estimation. 109637

Various applications

• 
  Yunling Li, Shangxuan Li, Hanqiu Ju, Tatsuya Harada, Honglai Zhang, Ting Duan, Guangyi Wang, Lijuan Zhang, Lin Gu, Wu Zhou:
  Correlated and individual feature learning with contrast-enhanced MR for malignancy characterization of hepatocellular carcinoma. 109638

Special Section on Practical Deep Learning in the Wild

• 
  Yufei Guo, Weihang Peng, Yuanpei Chen, Liwen Zhang, Xiaode Liu, Xuhui Huang, Zhe Ma:
  Joint A-SNN: Joint training of artificial and spiking neural networks via self-Distillation and weight factorization. 109639

Classifiers and classification

• 
  Amjad Ali, Muhammad Hamraz, Naz Gul, Dost Muhammad Khan, Saeed Aldahmani, Zardad Khan:
  A k nearest neighbour ensemble via extended neighbourhood rule and feature subsets. 109641

Face and biometrics

• 
  Noura Aherrahrou, Hamid Tairi:
  A novel cancelable finger vein templates based on LDM and RetinexGan. 109643

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

• 
  Hangyuan Du, Wenjian Wang, Liang Bai:
  Dual-channel embedding learning model for partially labeled attributed networks. 109644

Features

• 
  Saadoon A. M. Al-Sumaidaee, Mohammed A. M. Abdullah, Raid Rafi Omar Al-Nima, Satnam Singh Dlay, Jonathon A. Chambers:
  Spatio-temporal modelling with multi-gradient features and elongated quinary pattern descriptor for dynamic facial expression recognition. 109647

Machine learning

• 
  Zhang zihao, Niu Ying, Fanman Meng, Tiejun Yang, Chao Fan, Xiaozhen Ren, Ruiqi Wu, Cao Kun, Haocheng Wang:
  Multi-directional broad learning system for the unsupervised stereo matching method. 109648
• 
  Jie Xue, Qi Li, Xiyu Liu, Yujie Guo, Jie Lu, Bosheng Song, Pu Huang, Qiong An, Guanzhong Gong, Dengwang Li:
  Hybrid neural-like P systems with evolutionary channels for multiple brain metastases segmentation. 109651
• 
  Cuiming Zou, Kit Ian Kou, Yuan Yan Tang, Hao Deng:
  Adaptive reweighted quaternion sparse learning for data recovery and classification. 109653
• 
  Wei Wang, Mengzhu Wang, Xiao Dong, Long Lan, Quannan Zu, Xiang Zhang, Cong Wang:
  Class-specific and self-learning local manifold structure for domain adaptation. 109654

Structural pattern recognition, network and graph methods

• 
  Uzair Nadeem, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel, Aref Miri Rekavandi, Farid Boussaïd:
  Cross domain 2D-3D descriptor matching for unconstrained 6-DOF pose estimation. 109655

Clustering

• 
  Kai Sugahara, Kazushi Okamoto:
  Hierarchical co-clustering with augmented matrices from external domains. 109657
• 
  Xiaogang Huang, Tiefeng Ma, Conan Liu, Shuangzhe Liu:
  GriT-DBSCAN: A spatial clustering algorithm for very large databases. 109658

Machine learning

• 
  Hao Zheng, Jinbao Wang, Xiantong Zhen, Jingkuan Song, Feng Zheng, Ke Lu, Guo-Jun Qi:
  Continuous cross-modal hashing. 109662

Innovative Applications of Pattern Recognition

• 
  Lu Yu, Wei Xiang, Juan Fang, Yi-Ping Phoebe Chen, Lianhua Chi:
  eX-ViT: A Novel explainable vision transformer for weakly supervised semantic segmentation. 109666

Special Section on Practical Deep Learning in the Wild

• 
  Jingjing Chen, Linhai Zhuo, Zhipeng Wei, Hao Zhang, Huazhu Fu, Yu-Gang Jiang:
  Knowledge driven weights estimation for large-scale few-shot image recognition. 109668

Human movements and activities

• 
  Asmat Zahra, Nazia Perwaiz, Muhammad Shahzad, Muhammad Moazam Fraz:
  Person re-identification: A retrospective on domain specific open challenges and future trends. 109669

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

• 
  Wenchao Weng, Jin Fan, Huifeng Wu, Yujie Hu, Hao Tian, Fu Zhu, Jia Wu:
  A Decomposition Dynamic graph convolutional recurrent network for traffic forecasting. 109670

Classifiers and classification

• 
  Sérgio Freitas, Eduardo Sany Laber, Pedro Lazera, Marco Molinaro:
  Time-constrained learning. 109672

Objects and image analysis

• 
  Rémi Giraud, Rodrigo Borba Pinheiro, Yannick Berthoumieu:
  Generalization of the shortest path approach for superpixel segmentation of omnidirectional images. 109673
• 
  Zhenwei Zhu, Liying Yang, Xuxin Lin, Lin Yang, Yanyan Liang:
  GARNet: Global-aware multi-view 3D reconstruction network and the cost-performance tradeoff. 109674

Features

• 
  Pei Huang, Zhaoming Kong, Mengying Xie, Xiaowei Yang:
  Robust unsupervised feature selection via data relationship learning. 109676

Machine learning

• 
  Hao Chen, Linyan Li, Fuyuan Hu, Fan Lyu, Liuqing Zhao, Kaizhu Huang, Wei Feng, Zhenping Xia:
  Multi-semantic hypergraph neural network for effective few-shot learning. 109677

Human movements and activities

• 
  Jianhang He, Junyao Sun, Qiong Liu, Shaowu Peng:
  NRPose: Towards noise resistance for multi-person pose estimation. 109680

Handwriting and document analysis

• 
  Liyang Xie, Zhongcheng Wu, Xian Zhang, Yong Li:
  FBN: Federated Bert Network with client-server architecture for cross-lingual signature verification. 109681

Objects and image analysis

• 
  Yifei Liu, Yaling Liang, Pengfei Wang, Ziheng Chen, Changxing Ding:
  GlobalAP: Global average precision optimization for person re-identification. 109682

Machine learning

• 
  Mohammad Amin Haghpanah, Mehdi Tale Masouleh, Ahmad Kalhor:
  Determining the trustworthiness of DNNs in classification tasks using generalized feature-based confidence metric. 109683

Human movements and activities

• 
  Ping Li, Jiachen Cao, Li Yuan, Qinghao Ye, Xianghua Xu:
  Truncated attention-aware proposal networks with multi-scale dilation for temporal action detection. 109684

Various applications

• 
  Fernando Arce, Wilfrido Gómez-Flores, Uriel Escalona, Humberto Sossa:
  Learning an artificial neural network to discover bit-quad-based formulas to compute basic object properties. 109685

Machine learning

• 
  Wan Su, Zhongyi Han, Rundong He, Benzheng Wei, Xueying He, Yilong Yin:
  Neighborhood-based credibility anchor learning for universal domain adaptation. 109686
• 
  Jiaxing Miao, Feilong Cao, Ming Li, Bing Yang, Hailiang Ye:
  Triplet teaching graph contrastive networks with self-evolving adaptive augmentation. 109687

Objects and image analysis

• 
  Jie Song, Mengjun Liu:
  A new methodology in constructing no-reference focus quality assessment metrics. 109688

Machine learning

• 
  Ran Wang, Shuyue Chen, Yu Yu:
  Extending version-space theory to multi-label active learning with imbalanced data. 109690

Face and biometrics

• 
  Tankun Li, Kwok-Leung Chan, Tardi Tjahjadi:
  Multi-Scale correlation module for video-based facial expression recognition in the wild. 109691

Machine learning

• 
  Zhao Kang, Hongfei Liu, Jiangxin Li, Xiaofeng Zhu, Ling Tian:
  Self-paced principal component analysis. 109692

Objects and image analysis

• 
  Lidija Comic, Gaëlle Largeteau-Skapin, Rita Zrour, Ranita Biswas, Eric Andres:
  Discrete analytical objects in the body-centered cubic grid. 109693

Handwriting and document analysis

• 
  Enrique Vidal, Alejandro H. Toselli, Antonio Ríos-Vila, Jorge Calvo-Zaragoza:
  End-to-End page-Level assessment of handwritten text recognition. 109695
• 
  Shohei Uchigasaki, Tomo Miyazaki, Shinichiro Omachi:
  Deep image compression using scene text quality assessment. 109696
• 
  Ajoy Mondal, Madhav Agarwal, C. V. Jawahar:
  Dataset agnostic document object detection. 109698

Objects and image analysis

• 
  Erting Pan, Yong Ma, Xiaoguang Mei, Fan Fan, Jiayi Ma:
  Hyperspectral image denoising via spectral noise distribution bootstrap. 109699
• 
  Yanzhao Su, Chuan He, Zhigao Cui, Aihua Li, Nian Wang:
  Physical model and image translation fused network for single-image dehazing. 109700
• 
  Mingyang Zhang, Zhaoyang Wang, Xiangyu Wang, Maoguo Gong, Yue Wu, Hao Li:
  Features kept generative adversarial network data augmentation strategy for hyperspectral image classification. 109701

Classifiers and classification

• 
  Boyao Shi, Wenbin Li, Jing Huo, Pengfei Zhu, Lei Wang, Yang Gao:
  Global- and local-aware feature augmentation with semantic orthogonality for few-shot image classification. 109702

Human movements and activities

• 
  Matthew Korban, Peter A. Youngs, Scott T. Acton:
  A Multi-Modal Transformer network for action detection. 109713
• 
  Diogo Carbonera Luvizon, Hedi Tabia, David Picard:
  SSP-Net: Scalable sequential pyramid networks for real-Time 3D human pose regression. 109714

Objects and image analysis

• 
  Jiacheng Ying, Can Tong, Zehua Sheng, Bo-Wen Yao, Si-Yuan Cao, Heng Yu, Hui-Liang Shen:
  Region-aware RGB and near-infrared image fusion. 109717

Clustering

• 
  Zheng Wang, Qi Li, Haifeng Zhao, Feiping Nie:
  Simultaneous local clustering and unsupervised feature selection via strong space constraint. 109718

Classifiers and classification

• 
  Zijie Dong, Chen Xu, Jie Xu, Bin Zou, Jingjing Zeng, Yuan Yan Tang:
  Generalization capacity of multi-class SVM based on Markovian resampling. 109720
• 
  Jian Wang, Ziwei Han, Wenjing Jiang, Junseok Kim:
  A novel classification method combining phase-field and DNN. 109723

Machine learning

• 
  Yu-Xuan Zhang, Hua Meng, Xuemei Cao, Zhengchun Zhou, Mei Yang, Avik Ranjan Adhikary:
  Interpreting vulnerabilities of multi-instance learning to adversarial perturbations. 109725

Objects and image analysis

• 
  Haoliang Sun, Xiankai Lu, Haochen Wang, Yilong Yin, Xiantong Zhen, Cees G. M. Snoek, Ling Shao:
  Attentional prototype inference for few-shot segmentation. 109726

Bio-medical patterns

• 
  Gongping Chen, Lei Li, Jianxun Zhang, Yu Dai:
  Rethinking the unpretentious U-net for medical ultrasound image segmentation. 109728

Structural pattern recognition, network and graph methods

• 
  Badr Hirchoua, Saloua El Motaki:
  β-Random Walk: Collaborative sampling and weighting mechanisms based on a single parameter for node embeddings. 109730

Machine learning

• 
  Li Liu, Haocheng Sun, Fanzhang Li:
  A Lie group kernel learning method for medical image classification. 109735