Pattern Recognition, Volume 138

Volume 138, June 2023

Innovative Applications of Pattern Recognition

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  Xia Sun, Bo Li, Richard F. E. Sutcliffe, Zhizezhang Gao, Wenying Kang, Jun Feng:
  Wse-MF: A weighting-based student exercise matrix factorization model. 109285

Objects and image analysis

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  Ting Zhang, Muhammad Waqas, Yu Fang, Zhaoying Liu, Zahid Halim, Yujian Li, Sheng Chen:
  Weakly-supervised butterfly detection based on saliency map. 109313

Classifiers and classification

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  Antonella Mensi, David M. J. Tax, Manuele Bicego:
  Detecting outliers from pairwise proximities: Proximity isolation forests. 109334

Human movements and activities

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  Le Wang, Junwen Tian, Sanping Zhou, Haoyue Shi, Gang Hua:
  Memory-augmented appearance-motion network for video anomaly detection. 109335

Objects and image analysis

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  Thanh Phuong Nguyen, Thanh Tuan Nguyen:
  Robust detectors of rotationally symmetric shapes based on novel semi-shape signatures. 109336
• 
  Gangyan Zeng, Yuan Zhang, Yu Zhou, Xiaomeng Yang, Ning Jiang, Guoqing Zhao, Weiping Wang, Xu-Cheng Yin:
  Beyond OCR + VQA: Towards end-to-end reading and reasoning for robust and accurate textvqa. 109337

Classifiers and classification

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  Guodong Xu, Ziwei Liu, Chen Change Loy:
  Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup. 109338

Special Section on Practical Deep Learning in the Wild

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  Haonan Zhang, Pengpeng Zeng, Yuxuan Hu, Jin Qian, Jingkuan Song, Lianli Gao:
  Learning visual question answering on controlled semantic noisy labels. 109339

Clustering

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  Uno Fang, Jianxin Li, Xuequan Lu, Ajmal Mian, Zhaoquan Gu:
  Robust image clustering via context-aware contrastive graph learning. 109340

Features

• 
  Yiling Lin, Zhihui Lai, Jie Zhou, Jiajun Wen, Heng Kong:
  Multiview Jointly Sparse Discriminant Common Subspace Learning. 109342

Machine learning

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  Zhiyi Cao, Wei Wang, Lina Huo, Shaozhang Niu:
  Unsupervised class-to-class translation for domain variations. 109346

Clustering

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  Miin-Shen Yang, Josephine Bernadette M. Benjamin:
  Sparse possibilistic c-means clustering with Lasso. 109348
• 
  Guo Zhong, Chi-Man Pun:
  Self-taught Multi-view Spectral Clustering. 109349
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  Hanxuan Wang, Na Lu, Huan Luo, Qinyang Liu:
  Self-supervised clustering with assistance from off-the-shelf classifier. 109350

Structural pattern recognition, network and graph methods

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  Dai Hai Nguyen, Koji Tsuda:
  On a linear fused Gromov-Wasserstein distance for graph structured data. 109351

Machine learning

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  Jiaoyan Zhao, Yongsheng Liang, Shuangyan Yi, Qiangqiang Shen, Xiaofeng Cao:
  Improving generalization of double low-rank representation using Schatten-p norm. 109352

Clustering

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  Elahe Mousavi, Mohammadreza Sehhati:
  A generalized multi-aspect distance metric for mixed-type data clustering. 109353

Objects and image analysis

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  Mingyang Zhang, Hanhong Zheng, Maoguo Gong, Yue Wu, Hao Li, Xiangming Jiang:
  Self-structured pyramid network with parallel spatial-channel attention for change detection in VHR remote sensed imagery. 109354

Data science and big data

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  Tim Breitenbach, Bartosz Wilkusz, Lauritz Rasbach, Patrick Jahnke:
  On a method for detecting periods and repeating patterns in time series data with autocorrelation and function approximation. 109355

Machine learning

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  Jian Li, Yong Liu, Weiping Wang:
  Semi-supervised vector-valued learning: Improved bounds and algorithms. 109356
• 
  Bin-Bin Jia, Min-Ling Zhang:
  Multi-dimensional multi-label classification: Towards encompassing heterogeneous label spaces and multi-label annotations. 109357

Human movements and activities

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  Ameya Dhamanaskar, Mariella Dimiccoli, Enric Corona, Albert Pumarola, Francesc Moreno-Noguer:
  Enhancing egocentric 3D pose estimation with third person views. 109358

Classifiers and classification

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  Vinicius Eiji Martins, Alberto Cano, Sylvio Barbon Junior:
  Meta-learning for dynamic tuning of active learning on stream classification. 109359

Objects and image analysis

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  Yadong Wang, Xiangzhi Bai:
  Versatile recurrent neural network for wide types of video restoration. 109360
• 
  Omar Elharrouss, Youssef Hmamouche, Assia Kamal Idrissi, Btissam El Khamlichi, Amal El Fallah Seghrouchni:
  Refined edge detection with cascaded and high-resolution convolutional network. 109361

Various applications

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  Dongran Ren, Meng Yang, Jiangfan Wu, Nanning Zheng:
  Surface normal and Gaussian weight constraints for indoor depth structure completion. 109362

Objects and image analysis

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  Qixiang Ma, Longyu Jiang, Wenxue Yu:
  Lambertian-based adversarial attacks on deep-learning-based underwater side-scan sonar image classification. 109363

Features

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  Shuo Li, Fang Liu, Zehua Hao, Licheng Jiao, Xu Liu, Yuwei Guo:
  MinEnt: Minimum entropy for self-supervised representation learning. 109364

Objects and image analysis

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  Seong-Ho Lee, Seung Hwan Bae:
  AFI-GAN: Improving feature interpolation of feature pyramid networks via adversarial training for object detection. 109365
• 
  Ying Li, Huankun Sheng:
  A single-stage point cloud cleaning network for outlier removal and denoising. 109366

Face and biometrics

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  Yuanyuan Liu, Wenbin Wang, Chuanxu Feng, Haoyu Zhang, Zhe Chen, Yibing Zhan:
  Expression snippet transformer for robust video-based facial expression recognition. 109368

Objects and image analysis

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  Feng Chen, Nian Wang, Jun Tang, Pu Yan, Jun Yu:
  Unsupervised person re-identification via multi-domain joint learning. 109369

Face and biometrics

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  Tianhao Peng, Mu Li, Fangmei Chen, Yong Xu, David Zhang:
  Learning efficient facial landmark model for human attractiveness analysis. 109370

Machine learning

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  Xinyue Liu, Ligang Liu, Han Liu, Xiaotong Zhang:
  Capturing the few-shot class distribution: Transductive distribution optimization. 109371

Human movements and activities

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  Luca Franco, Leonardo Placidi, Francesco Giuliari, Irtiza Hasan, Marco Cristani, Fabio Galasso:
  Under the hood of transformer networks for trajectory forecasting. 109372

Structural pattern recognition, network and graph methods

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  Fanghui Zhang, Shichao Kan, Damin Zhang, Yigang Cen, Linna Zhang, Vladimir Mladenovic:
  A graph model-based multiscale feature fitting method for unsupervised anomaly detection. 109373

Classifiers and classification

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  Xinqiao Zhao, Jimin Xiao, Siyue Yu, Hui Li, Bingfeng Zhang:
  Weight-guided class complementing for long-tailed image recognition. 109374

Clustering

• 
  Ryohei Umatani, Takashi Imai, Kaoru Kawamoto, Shutaro Kunimasa:
  Time series clustering with an EM algorithm for mixtures of linear Gaussian state space models. 109375

Machine learning

• 
  Zhongqiang Luo:
  Independent vector analysis: Model, applications, challenges. 109376

Objects and image analysis

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  Chuanxu Wang, Huiru Wang:
  Cascaded feature fusion with multi-level self-attention mechanism for object detection. 109377

Machine learning

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  Ping Zhang, Guixia Liu, Jiazhi Song:
  MFSJMI: Multi-label feature selection considering join mutual information and interaction weight. 109378

Classifiers and classification

• 
  Jie Wang, Xiao-Lei Zhang:
  Improving pseudo labels with intra-class similarity for unsupervised domain adaptation. 109379

Machine learning

• 
  Jongmin Lee, Hee-Seok Oh:
  Robust spherical principal curves. 109380
• 
  Xiaoxu Li, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue:
  Deep metric learning for few-shot image classification: A Review of recent developments. 109381

Special Section on Open World Robust Pattern Recognition

• 
  Zhonghan Niu, Yu-Bin Yang:
  Defense Against Adversarial Attacks with Efficient Frequency-Adaptive Compression and Reconstruction. 109382

Objects and image analysis

• 
  Yiqiao Qiu, Yixing Shen, Zhuohao Sun, Yanchong Zheng, Xiaobin Chang, Weishi Zheng, Ruixuan Wang:
  SATS: Self-attention transfer for continual semantic segmentation. 109383
• 
  Guo-Hua Wang, Bin-Bin Gao, Chengjie Wang:
  How to Reduce Change Detection to Semantic Segmentation. 109384

Classifiers and classification

• 
  Hakan Cevikalp, Bedirhan Uzun, Yusuf Salk, Hasan Saribas, Okan Köpüklü:
  From anomaly detection to open set recognition: Bridging the gap. 109385

Structural pattern recognition, network and graph methods

• 
  Gang Chen, Xiangge Li, Shuaiyong Xiao, Chenghong Zhang, Xianghua Lu:
  RACL: A robust adaptive contrastive learning method for conversational satisfaction prediction. 109386

Classifiers and classification

• 
  Jeongeun Park, Seungyoun Shin, Sangheum Hwang, Sungjoon Choi:
  Elucidating robust learning with uncertainty-aware corruption pattern estimation. 109387

Clustering

• 
  Hongjie Jia, Dongxia Zhu, Longxia Huang, Qirong Mao, Liangjun Wang, Heping Song:
  Global and local structure preserving nonnegative subspace clustering. 109388

Objects and image analysis

• 
  Nicolás Luis Fernández García, Luis Del-Moral Martínez, Ángel Carmona-Poyato, Francisco José Madrid-Cuevas, Rafael Medina Carnicer:
  Assessing polygonal approximations: A new measurement and a comparative study. 109396

Machine learning

• 
  Gregor Koporec, Janez Pers:
  Human-centered deep compositional model for handling occlusions. 109397

Human movements and activities

• 
  Nanjun Li, Faliang Chang, Chunsheng Liu:
  Human-related anomalous event detection via memory-augmented Wasserstein generative adversarial network with gradient penalty. 109398

Objects and image analysis

• 
  Jiadai Sun, Yuxin Mao, Yuchao Dai, Yiran Zhong, Jianyuan Wang:
  MUNet: Motion uncertainty-aware semi-supervised video object segmentation. 109399

Machine learning

• 
  Le Zhang, Ryutaro Tanno, Moucheng Xu, Yawen Huang, Kevin Bronik, Chen Jin, Joseph Jacob, Yefeng Zheng, Ling Shao, Olga Ciccarelli, Frederik Barkhof, Daniel C. Alexander:
  Learning from multiple annotators for medical image segmentation. 109400
• 
  Joni Virta, Andreas Artemiou:
  Poisson PCA for matrix count data. 109401

Classifiers and classification

• 
  Yukun Zhang, Xiansheng Guo, Henry Leung, Lin Li:
  Cross-task and cross-domain SAR target recognition: A meta-transfer learning approach. 109402

Clustering

• 
  Zhoumin Lu, Shiping Wang, Genggeng Liu, Feiping Nie:
  Robust weighted co-clustering with global and local discrimination. 109405

Objects and image analysis

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  Yuxuan Liu, Mitko Aleksandrov, Zhihua Hu, Yan Meng, Li Zhang, Sisi Zlatanova, Haibin Ai, Pengjie Tao:
  Accurate light field depth estimation under occlusion. 109415
• 
  Che-Tsung Lin, Jie-Long Kew, Chee Seng Chan, Shang-Hong Lai, Christopher Zach:
  Cycle-object consistency for image-to-image domain adaptation. 109416

Face and biometrics

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  Mihai-Sorin Badea, Corneliu Florea, Andrei Racoviteanu, Laura Florea, Constantin Vertan:
  Timid semi-supervised learning for face expression analysis. 109417

Classifiers and classification

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  Chang Liu, Shaorong Xie, Xiaomao Li, Jiantao Gao, Weiping Xiao, Baojie Fan, Yan Peng:
  Mitigate the classification ambiguity via localization-classification sequence in object detection. 109418

Objects and image analysis

• 
  Yiwei Ma, Jiayi Ji, Xiaoshuai Sun, Yiyi Zhou, Rongrong Ji:
  Towards local visual modeling for image captioning. 109420

Special Section on Masked Face Recognition and Touchless Biometrics at the time of COVID-19

• 
  Yulin Feng, Ajay Kumar:
  BEST: Building evidences from scattered templates for accurate contactless palmprint recognition. 109422

Structural pattern recognition, network and graph methods

• 
  Zhuo Lin Li, Gaowei Zhang, Jie Yu, Lingyu Xu:
  Dynamic graph structure learning for multivariate time series forecasting. 109423

Objects and image analysis

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  Yongqiang Zhang, Yin Zhang, Rui Tian, Zian Zhang, Yancheng Bai, Wangmeng Zuo, Mingli Ding:
  ThumbDet: One thumbnail image is enough for object detection. 109424

Machine learning

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  Xu Huang, Shanshan Feng, Yunming Ye, Xutao Li, Bowen Zhang, Shidong Chen:
  NPDN-3D: A 3D neural partial differential network for spatiotemporal prediction. 109425

Human movements and activities

• 
  Jianqi Zhong, Wenming Cao:
  Geometric algebra-based multiview interaction networks for 3D human motion prediction. 109427
• 
  Chenru Jiang, Kaizhu Huang, Shufei Zhang, Xinheng Wang, Jimin Xiao, Yannis Goulermas:
  Aggregated pyramid gating network for human pose estimation without pre-training. 109429

Objects and image analysis

• 
  Xiaoqing Luo, Yuting Jiang, Anqi Wang, Juan Wang, Zhancheng Zhang, Xiaojun Wu:
  Infrared and visible image fusion based on Multi-State contextual hidden Markov Model. 109431

Various applications

• 
  Qingsen Yan, Shengqiang Liu, Songhua Xu, Caixia Dong, Zongfang Li, Javen Qinfeng Shi, Yanning Zhang, Duwei Dai:
  3D Medical image segmentation using parallel transformers. 109432

Innovative Applications of Pattern Recognition

• 
  Yu Zhang, Zhiqiang Gong, Yichuang Zhang, Kangcheng Bin, Yongqian Li, Jiahao Qi, Hao Wen, Ping Zhong:
  Boosting transferability of physical attack against detectors by redistributing separable attention. 109435

Features

• 
  Qiyuan Zhang, Shunyi Zheng, Ce Zhang, Xiqi Wang, Rui Li:
  Efficient large-scale oblique image matching based on cascade hashing and match data scheduling. 109442