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Pattern Recognition

27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part V

  • Conference proceedings
  • © 2025

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Editors:
  1. Apostolos Antonacopoulos

    1. University of Salford, Salford, UK

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  2. Subhasis Chaudhuri

    1. Indian Institute of Technology Bombay, Mumbai, India

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  3. Rama Chellappa

    1. Johns Hopkins University, Baltimore, USA

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  4. Cheng-Lin Liu

    1. Chinese Academy of Sciences, Beijing, China

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  5. Saumik Bhattacharya

    1. IIT Kharagpur, Kharagpur, India

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  6. Umapada Pal

    1. Indian Statistical Institute Kolkata, Kolkata, India

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 15305)

Included in the following conference series:

Conference proceedings info: ICPR 2024.

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About this book

The multi-volume set of LNCS books with volume numbers 15301-15333 constitutes the refereed proceedings of the 27th International Conference on Pattern Recognition, ICPR 2024, held in Kolkata, India, during December 1–5, 2024. The 963 papers presented in these proceedings were carefully reviewed and selected from a total of 2106 submissions. They deal with topics such as Pattern Recognition; Artificial Intelligence; Machine Learning; Computer Vision; Robot Vision; Machine Vision; Image Processing; Speech Processing; Signal Processing; Video Processing; Biometrics; Human-Computer Interaction (HCI); Document Analysis; Document Recognition; Biomedical Imaging; Bioinformatics.

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Table of contents (30 papers)

  1. Front Matter

    Pages i-xxxvii
    Download chapter PDF

  2. Multi-views Enhanced Spatio-Temporal Adaptive Transformer for Urban Traffic Prediction

    • Jiaqi Lin, Qianqian Ren, Hui Xu
    Pages 1-13

  3. QPDet: Queuing People Detector for Aerial Images Based on Adaptive Soft Label Assignment Strategy

    • Yi Zhang, Yi Su, Siying Li, Kai Yi
    Pages 14-29

  4. Supervised Mixup: Protecting the Likely Classes for Adversarial Robustness

    • Akshay Agarwal, Mayank Vatsa, Richa Singh, Nalini Ratha
    Pages 30-45

  5. IFFusion: Illumination-Free Fusion Network for Infrared and Visible Images

    • Chengcheng Song, Hui Li, Tianyang Xu, Zeyang Zhang, Xiao-Jun Wu
    Pages 46-61

  6. Infrared and Visible Image Fusion Method Based on Learnable Joint Sparse Low-Rank Decomposition

    • Wenfeng Song, Naiyun Huang, Xiaoqing Luo, Zhancheng Zhang, Tianyang Xu, Xiao-Jun Wu
    Pages 62-77

  7. Glare-SNet: Unsupervised Glare Suppression Balance Network

    • Pei Li, Chengyu Zuo, Wangjuan Wei, Xiaoying Pan, Zhanhao Wang
    Pages 78-93

  8. Learning to Detect Lithography Defects in SEM Images

    • Hu Lu, Botong Zhao, Jiwei Shen, Hongjian Zhan, Shujing Lyu, Yue Lu
    Pages 94-109

  9. Time-Aware Intent Contrastive Learning with Rare-Class Sample Generator for Sequential Recommendation

    • Yichen Liu, Qianqian Ren, Xingfeng Lv
    Pages 110-123

  10. UAD-DPL: An Unknown Encrypted Attack Detection Method Based on Deep Prototype Learning

    • Liang-Chen Chen, Shu Gao, Bao-Xu Liu, Xu-Yao Zhang
    Pages 124-140

  11. Effects of Primary Capsule Shapes and Sizes in Capsule Networks

    • William Tapper, Gustavo Carneiro, Mohammad Hussein, Phillip Evans, Spencer A. Thomas
    Pages 141-158

  12. ASwin-YOLO: Attention – Swin Transformers in YOLOv7 for Air-to-Air Unmanned Aerial Vehicle Detection

    • Dapinder Kaur, Neeraj Battish, Akanksha, Shashi Poddar
    Pages 159-173

  13. Quaternion Squeeze and Excitation Networks: Mean, Variance, Skewness, Kurtosis As One Entity

    • Mohamed Amine Mezghich, Dorsaf Hmida, Slim Mhiri, Taha Mustapha Nahdi
    Pages 174-189

  14. Dualswin-Ynet: A Novel Bimodal Fusion Network for Ship Detection in Remote Sensing Images

    • Dongdong Chen, Rusheng Ju, Xiaoyang Liu, Jiyuan Liu, Jun Zhang, Sihang Qiu
    Pages 190-208

  15. STMAE: Spatial Temporal Masked Auto-Encoder for Traffic Forecasting

    • Xing Wu, Chengyou Cai, Xiaoxiao Wang, Jianjia Wang, Junfeng Yao, Quan Qian et al.
    Pages 209-223

  16. BF-UNet: Bi-level Routing Attention U-shaped Network Based on Explicit Visual Prompt

    • Yuanfei Xu, Zhihui Lai, Tao Wang, Shihuan He, Cairong Zhao, Heng Kong
    Pages 224-238

  17. Learning Dynamic Representations in Large Language Models for Evolving Data Streams

    • Ashish Srivastava, Shalabh Bhatnagar, M. Narasimha Murty, J. Aravinda Raman
    Pages 239-253

  18. Attend, Distill, Detect: Attention-Aware Entropy Distillation for Anomaly Detection

    • Sushovan Jena, Vishwas Saini, Ujjwal Shaw, Pavitra Jain, Abhay Singh Raihal, Anoushka Banerjee et al.
    Pages 254-270

  19. Pneumonia Classification in Chest X-Ray Images Using Explainable Slot-Attention Mechanism

    • Shipra Madan, Santanu Chaudhury, Tapan Kumar Gandhi
    Pages 271-286

  20. SegNet-ATT: Cross-Channel and Spatial Attention-Enhanced U-Net for Semantic Segmentation of Flood Affected Areas

    • Pranav Sunil, Soumen Sinha, Rahul Roy
    Pages 287-300
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Other volumes

  1. Pattern Recognition

  2. Pattern Recognition

  3. Pattern Recognition

  4. Pattern Recognition

  5. Pattern Recognition

  6. Pattern Recognition

  7. Pattern Recognition

  8. Pattern Recognition

  9. Pattern Recognition

  10. Pattern Recognition

  11. Pattern Recognition

  12. Pattern Recognition

  13. Pattern Recognition

  14. Pattern Recognition

  15. Pattern Recognition

  16. Pattern Recognition

  17. Pattern Recognition

  18. Pattern Recognition

  19. Pattern Recognition

  20. Pattern Recognition

  21. Pattern Recognition

  22. Pattern Recognition

  23. Pattern Recognition

  24. Pattern Recognition

  25. Pattern Recognition

  26. Pattern Recognition

  27. Pattern Recognition

  28. Pattern Recognition

  29. Pattern Recognition

  30. Pattern Recognition

  31. Pattern Recognition

  32. Pattern Recognition

  33. Pattern Recognition

  34. Pattern Recognition. Competitions

Editors and Affiliations

  • University of Salford, Salford, UK

    Apostolos Antonacopoulos

  • Indian Institute of Technology Bombay, Mumbai, India

    Subhasis Chaudhuri

  • Johns Hopkins University, Baltimore, USA

    Rama Chellappa

  • Chinese Academy of Sciences, Beijing, China

    Cheng-Lin Liu

  • IIT Kharagpur, Kharagpur, India

    Saumik Bhattacharya

  • Indian Statistical Institute Kolkata, Kolkata, India

    Umapada Pal

Bibliographic Information

  • Book Title: Pattern Recognition

  • Book Subtitle: 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part V

  • Editors: Apostolos Antonacopoulos, Subhasis Chaudhuri, Rama Chellappa, Cheng-Lin Liu, Saumik Bhattacharya, Umapada Pal

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-78169-8

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2025

  • Softcover ISBN: 978-3-031-78168-1Published: 30 November 2024

  • eBook ISBN: 978-3-031-78169-8Published: 29 November 2024

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXXVII, 473

  • Number of Illustrations: 13 b/w illustrations, 150 illustrations in colour

  • Topics: Image Processing and Computer Vision, Machine Learning

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