Pattern Recognition, Volume 145

Volume 145, January 2024

Machine learning

• 
  Wei Zhao, Hong Zhao:
  Hierarchical long-tailed classification based on multi-granularity knowledge transfer driven by multi-scale feature fusion. 109842

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

• 
  Lixin Cui, Ming Li, Lu Bai, Yue Wang, Jing Li, Yanchao Wang, Zhao Li, Yunwen Chen, Edwin R. Hancock:
  QBER: Quantum-based Entropic Representations for un-attributed graphs. 109877

Objects and image analysis

• 
  Wenjie Lin, Jun Chu, Lu Leng, Jun Miao, Lingfeng Wang:
  Feature disentanglement in one-stage object detection. 109878

Machine learning

• 
  Jingkun Chen, Changrui Chen, Wenjian Huang, Jianguo Zhang, Kurt Debattista, Jungong Han:
  Dynamic contrastive learning guided by class confidence and confusion degree for medical image segmentation. 109881

Face and biometrics

• 
  Huan Li, Ping Wei, Zeyu Ma, Changkai Li, Nanning Zheng:
  TransOSV: Offline Signature Verification with Transformers. 109882

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

• 
  Jibing Gong, Yi Zhao, Jinye Zhao, Jin Zhang, Guixiang Ma, Shaojie Zheng, Shuying Du, Jie Tang:
  Personalized recommendation via inductive spatiotemporal graph neural network. 109884

Various applications

• 
  Yuenan Hou, Zheng Ma, Chunxiao Liu, Zhe Wang, Chen Change Loy:
  Network pruning via resource reallocation. 109886

Objects and image analysis

• 
  Moon Ye-Bin, Dongmin Choi, Yongjin Kwon, Junsik Kim, Tae-Hyun Oh:
  ENInst: Enhancing weakly-supervised low-shot instance segmentation. 109888
• 
  Louis Mahon, Thomas Lukasiewicz:
  Minimum description length clustering to measure meaningful image complexity. 109889
• 
  Yunpeng Li, Xiangrong Zhang, Xina Cheng, Xu Tang, Licheng Jiao:
  Learning consensus-aware semantic knowledge for remote sensing image captioning. 109893

Classifiers and classification

• 
  Jiaqi Bao, Mineichi Kudo, Keigo Kimura, Lu Sun:
  Robust embedding regression for semi-supervised learning. 109894

Clustering

• 
  Yong Mi, Hongmei Chen, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li:
  Fast Multi-view Subspace Clustering with Balance Anchors Guidance. 109895

Objects and image analysis

• 
  Lu Zou, Zhangjin Huang, Naijie Gu, Guoping Wang:
  Learning geometric consistency and discrepancy for category-level 6D object pose estimation from point clouds. 109896

Innovative Applications of Pattern Recognition

• 
  Wenli Huang, Ye Deng, Siqi Hui, Yang Wu, Sanping Zhou, Jinjun Wang:
  Sparse self-attention transformer for image inpainting. 109897

Classifiers and classification

• 
  Wei Shi, Wentao Zhang, Wei-Shi Zheng, Ruixuan Wang:
  PAMI: Partition Input and Aggregate Outputs for Model Interpretation. 109898

Machine learning

• 
  Yuling Fan, Jinghua Liu, Jianeng Tang, Peizhong Liu, Yaojin Lin, Yongzhao Du:
  Learning correlation information for multi-label feature selection. 109899
• 
  Yizhang Zou, Xuegang Hu, Pei-Pei Li:
  Gradient-based multi-label feature selection considering three-way variable interaction. 109900

Classifiers and classification

• 
  Hao Liang, Lunke Fei, Shuping Zhao, Jie Wen, Shaohua Teng, Yong Xu:
  Mask-guided multiscale feature aggregation network for hand gesture recognition. 109901

Features

• 
  Deyin Liu, Lin Yuanbo Wu, Bo Li, Farid Boussaïd, Mohammed Bennamoun, Xianghua Xie, Chengwu Liang:
  Jacobian norm with Selective Input Gradient Regularization for interpretable adversarial defense. 109902

Human movements and activities

• 
  Lianyu Hu, Liqing Gao, Zekang Liu, Wei Feng:
  Scalable frame resolution for efficient continuous sign language recognition. 109903

Classifiers and classification

• 
  Fan Liu, Sai Yang, Delong Chen, Huaxi Huang, Jun Zhou:
  Few-shot classification guided by generalization error bound. 109904

Human movements and activities

• 
  Yujun Ma, Ruili Wang:
  Relative-position embedding based spatially and temporally decoupled Transformer for action recognition. 109905

Various applications

• 
  Xuemei Luo, Xiaotong Luo, Di Wang, Jinhui Liu, Bo Wan, Lin Zhao:
  Global semantic enhancement network for video captioning. 109906

Structural pattern recognition, network and graph methods

• 
  Yanbei Liu, Wanjin Shan, Xiao Wang, Zhitao Xiao, Lei Geng, Fang Zhang, Dongdong Du, Yanwei Pang:
  Cross-scale contrastive triplet networks for graph representation learning. 109907

Human movements and activities

• 
  Hyun-Woo Kim, Gun-Hee Lee, Woo-Jeoung Nam, Kyung-Min Jin, Tae-Kyung Kang, Geon-Jun Yang, Seong-Whan Lee:
  MHCanonNet: Multi-Hypothesis Canonical lifting Network for self-supervised 3D human pose estimation in the wild video. 109908

Classifiers and classification

• 
  Rémy Sun, Clément Masson, Gilles Hénaff, Nicolas Thome, Matthieu Cord:
  Semantic augmentation by mixing contents for semi-supervised learning. 109909

Clustering

• 
  Nathakhun Wiroonsri:
  Clustering performance analysis using a new correlation-based cluster validity index. 109910

Various applications

• 
  Ziyang Wang, Wei Wei, Ding Zou, Yifan Liu, Xiao-Li Li, Xian-Ling Mao, Minghui Qiu:
  Exploring global information for session-based recommendation. 109911

Classifiers and classification

• 
  Ziyang Li, Siyuan Kang, Ninghui Feng, Chongbo Yin, Yan Shi:
  PSCFormer: A lightweight hybrid network for gas identification in electronic nose system. 109912

Objects and image analysis

• 
  Jifeng Shen, Yifei Chen, Yue Liu, Xin Zuo, Heng Fan, Wankou Yang:
  ICAFusion: Iterative cross-attention guided feature fusion for multispectral object detection. 109913
• 
  Junyi Wang, Yue Qi:
  Visual camera relocalization using both hand-crafted and learned features. 109914

Innovative Applications of Pattern Recognition

• 
  Zesheng Ye, Lina Yao, Yu Zhang, Sylvia Gustin:
  Self-supervised cross-modal visual retrieval from brain activities. 109915

Objects and image analysis

• 
  Aditya Panda, Dipti Prasad Mukherjee:
  Compositional Zero-Shot Learning using Multi-Branch Graph Convolution and Cross-layer Knowledge Sharing. 109916

Machine learning

• 
  Xinqi Du, Hechang Chen, Che Wang, Yongheng Xing, Jielong Yang, Philip S. Yu, Yi Chang, Lifang He:
  Robust multi-agent reinforcement learning via Bayesian distributional value estimation. 109917
• 
  Xuezhi Xiang, Rokia Abdeen, Ning Lv, Abdulmotaleb El-Saddik:
  InvFlow: Involution and multi-scale interaction for unsupervised learning of optical flow. 109918
• 
  Sunghong Park, Myung Jun Kim, Kanghee Park, Hyunjung Shin:
  Mutual Domain Adaptation. 109919
• 
  Manrui Jiang, Wei Chen, Huilin Xu, Yanxin Liu:
  A novel interval dual convolutional neural network method for interval-valued stock price prediction. 109920

Human movements and activities

• 
  Javier Fumanal, Carmen Vidaurre, Javier Fernández, Marisol Gómez, Javier Andreu-Perez, Mukesh Prasad, Humberto Bustince:
  Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface. 109924

Objects and image analysis

• 
  Tao Peng, Caishan Wang, Caiyin Tang, Yidong Gu, Jing Zhao, Quan Li, Jing Cai:
  A multi-center study of ultrasound images using a fully automated segmentation architecture. 109925

Bio-medical patterns

• 
  Zeyu Fu, Zhuang Fu, Chenzhuo Lu, Jun Yan, Jian Fei, Hui Han:
  Robust implementation of foreground extraction and vessel segmentation for X-ray coronary angiography image sequence. 109926

Machine learning

• 
  Tao Yao, Ruxin Wang, Jintao Wang, Ying Li, Jun Yue, Lianshan Yan, Qi Tian:
  Efficient Supervised Graph Embedding Hashing for large-scale cross-media retrieval. 109934

Face and biometrics

• 
  Mahesh Joshi, Bodhisatwa Mazumdar, Somnath Dey:
  A novel minutiae-oriented approach for partial fingerprint-based MasterPrint mitigation. 109935
• 
  Ruizhuo Xu, Ke Wang, Chao Deng, Mei Wang, Xi Chen, Wenhui Huang, Junlan Feng, Weihong Deng:
  Depth Map Denoising Network and Lightweight Fusion Network for Enhanced 3D Face Recognition. 109936

Classifiers and classification

• 
  Qin Yue, Junbiao Cui, Liang Bai, Jianqing Liang, Jiye Liang:
  A zero-shot learning boosting framework via concept-constrained clustering. 109937
• 
  Jaewoo Park, Hojin Park, Eunju Jeong, Andrew Beng Jin Teoh:
  Understanding open-set recognition by Jacobian norm and inter-class separation. 109942

Machine learning

• 
  Jiawei Chen, Pengyu Song, Chunhui Zhao:
  Multi-scale self-supervised representation learning with temporal alignment for multi-rate time series modeling. 109943

Face and biometrics

• 
  Weili Yang, Junduan Huang, Dacan Luo, Wenxiong Kang:
  Efficient disentangled representation learning for multi-modal finger biometrics. 109944

Features

• 
  Jianhua Dai, Weiyi Huang, Chucai Zhang, Jie Liu:
  Multi-label feature selection by strongly relevant label gain and label mutual aid. 109945

Objects and image analysis

• 
  Jian Pang, Weifeng Liu, Bingfeng Zhang, Xinghao Yang, Baodi Liu, Dapeng Tao:
  MCNet: Magnitude consistency network for domain adaptive object detection under inclement environments. 109947
• 
  Huajun Zhou, Yang Lin, Lingxiao Yang, Jianhuang Lai, Xiaohua Xie:
  Benchmarking deep models on salient object detection. 109951

Machine learning

• 
  Zeyu Teng, Peng Cao, Min Huang, Zheming Gao, Xingwei Wang:
  Multi-label borderline oversampling technique. 109953
• 
  Jing Wang, Jiahong Chen, Kuangen Zhang, Leonid Sigal:
  Training feedforward neural nets in Hopfield-energy-based configuration: A two-step approach. 109954

Classifiers and classification

• 
  Cheng Shi, Ying Liu, Minghua Zhao, Chi-Man Pun, Qiguang Miao:
  Attack-invariant attention feature for adversarial defense in hyperspectral image classification. 109955

Objects and image analysis

• 
  Tao Wang, Guangpin Tao, Wanglong Lu, Kaihao Zhang, Wenhan Luo, Xiaoqin Zhang, Tong Lu:
  Restoring vision in hazy weather with hierarchical contrastive learning. 109956

Classifiers and classification

• 
  Shutong Xie, Zong-Bao He, Lifang Pan, Kunhong Liu, Shubin Su:
  An adaptive error-correcting output codes algorithm based on gene expression programming and similarity measurement matrix. 109957

Face and biometrics

• 
  Jiacheng Liao, Yan Hao, Zhuoyi Zhou, Jiahui Pan, Yan Liang:
  Sequence-level affective level estimation based on pyramidal facial expression features. 109958

Structural pattern recognition, network and graph methods

• 
  Mahsa Mesgaran, A. Ben Hamza:
  Graph fairing convolutional networks for anomaly detection. 109960

Objects and image analysis

• 
  Xingcai Wu, Kejun Zhao, Qianding Huang, Qi Wang, Zhenguo Yang, Gefei Hao:
  MISL: Multi-grained image-text semantic learning for text-guided image inpainting. 109961

Clustering

• 
  Hongliang Zuo, Shuo Li, Cong Liang, Juntao Li:
  Auto-adjustable hypergraph regularized non-negative matrix factorization for image clustering. 109963

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

• 
  Yan Yang, Md. Zakir Hossain, Eric A. Stone, Shafin Rahman:
  Spatial transcriptomics analysis of gene expression prediction using exemplar guided graph neural network. 109966

Machine learning

• 
  Zefeng Wang, Junfeng Yao, Meiyan Xu, Min Jiang, Jinsong Su:
  Transformer-based network with temporal depthwise convolutions for sEMG recognition. 109967

Innovative Applications of Pattern Recognition

• 
  Yingxue Pang, Xin Jin, Jun Fu, Zhibo Chen:
  Structure-preserving feature alignment for old photo colorization. 109968
• 
  Lun-Jou Lo, Chao-Tung Yang, Wen-Chung Chiang, Hsiu-Hsia Lin:
  A quantitative method for the assessment of facial attractiveness based on transfer learning with fine-grained image classification. 109970

Classifiers and classification

• 
  Weide Liu, Zhonghua Wu, Yiming Wang, Henghui Ding, Fayao Liu, Jie Lin, Guosheng Lin:
  LCReg: Long-tailed image classification with Latent Categories based Recognition. 109971

Data science and big data

• 
  Li Li, Zhenqiu Shu, Zhengtao Yu, Xiaojun Wu:
  Robust online hashing with label semantic enhancement for cross-modal retrieval. 109972

Classifiers and classification

• 
  Haoxuanye Ji, Le Wang, Sanping Zhou, Wei Tang, Nanning Zheng, Gang Hua:
  Transfer easy to hard: Adversarial contrastive feature learning for unsupervised person re-identification. 109973
• 
  Lihua Zhou, Nianxin Li, Mao Ye, Xiatian Zhu, Song Tang:
  Source-free domain adaptation with Class Prototype Discovery. 109974

Machine learning

• 
  Xu Chen, Yuangang Pan, Ivor W. Tsang, Ya Zhang:
  Learning node representations against perturbations. 109976
• 
  Yunqi Cai, Lantian Li, Andrew Abel, Xiaoyan Zhu, Dong Wang:
  Maximum Gaussianality training for deep speaker vector normalization. 109977

Innovative Applications of Pattern Recognition

• 
  Ertugrul Bayraktar, Cihat Bora Yigit:
  Conditional-pooling for improved data transmission. 109978

Classifiers and classification

• 
  Zi-Chao Zhang, Zhen-Duo Chen, Yongxin Wang, Xin Luo, Xin-Shun Xu:
  A vision transformer for fine-grained classification by reducing noise and enhancing discriminative information. 109979

Face and biometrics

• 
  Wentian Zhang, Haozhe Liu, Feng Liu, Raghavendra Ramachandra:
  A uniform representation model for OCT-based fingerprint presentation attack detection and reconstruction. 109981

Machine learning

• 
  Shuai Tang, Tongwei Lu, Xuanxuan Liu, Huabing Zhou, Yanduo Zhang:
  CATNet: Convolutional attention and transformer for monocular depth estimation. 109982