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Image and Video Technology

11th Pacific-Rim Symposium, PSIVT 2023, Auckland, New Zealand, November 22–24, 2023, Proceedings

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Wei Qi Yan

    1. Auckland University of Technology, Auckland, New Zealand

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  2. Minh Nguyen

    1. Auckland University of Technology, Auckland, New Zealand

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  3. Parma Nand

    1. Auckland University of Technology, Auckland, New Zealand

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  4. Xuejun Li

    1. Auckland University of Technology, Auckland, New Zealand

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14403)

Included in the following conference series:

Conference proceedings info: PSIVT 2023.

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About this book

This book constitutes the refereed conference proceedings of the 11th Pacific-Rim Symposium on Image and Video Technology, PSIVT 2023, held in Auckland, New Zealand, during November 22–24, 2023.

The 34 full papers presented in this book were carefully reviewed and selected from 75 submissions. The main conference focuses on Image and Video Technology, a conference that gathers researchers and practitioners from around the globe to discuss the latest breakthroughs in image and video processing, analysis, and applications.

Keywords

Table of contents (34 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Evaluating Mammogram Image Classification: Impact of Model Architectures, Pretraining, and Finetuning

    • Kaier Wang, Aristarkh Tikhonov, Melissa Hill, Lester Litchfield
    Pages 1-14

  3. Cluster-Based Video Summarization with Temporal Context Awareness

    • Hai-Dang Huynh-Lam, Ngoc-Phuong Ho-Thi, Minh-Triet Tran, Trung-Nghia Le
    Pages 15-28

  4. Image Recognition and Threat Detection in Bags Arriving at the Airport

    • Ivan Koptev, Cameron Walker, Andreas W. Kempa-Liehr
    Pages 29-42

  5. AUAAC: Area Under Accuracy-Accuracy Curve for Evaluating Out-of-Distribution Detection

    • Wonjik Kim, Masayuki Tanaka, Masatoshi Okutomi
    Pages 43-55

  6. Local Brightness Normalization for Image Classification and Object Detection Robust to Illumination Changes

    • Yanshuo Lu, Masayuki Tanaka, Rei Kawakami, Masatoshi Okutomi
    Pages 56-68

  7. Computational Analysis of Table Tennis Matches from Real-Time Videos Using Deep Learning

    • Hong Zhou, Minh Nguyen, Wei Qi Yan
    Pages 69-81

  8. Multiscale Kiwifruit Detection from Digital Images

    • Yi Xia, Minh Nguyen, Raymond Lutui, Wei Qi Yan
    Pages 82-95

  9. A High-Accuracy Deformable Model for Human Face Mask Detection

    • Xinyi Gao, Minh Nguyen, Wei Qi Yan
    Pages 96-109

  10. MobileNet-SA: Lightweight CNN with Self Attention for Sketch Classification

    • Viet-Tham Huynh, Trong-Thuan Nguyen, Tam V. Nguyen, Minh-Triet Tran
    Pages 110-123

  11. Enhancement of Human Face Mask Detection Performance by Using Ensemble Learning Models

    • Xinyi Gao, Minh Nguyen, Wei Qi Yan
    Pages 124-137

  12. Efficient 3D Brain Tumor Segmentation with Axial-Coronal-Sagittal Embedding

    • Tuan-Luc Huynh, Thanh-Danh Le, Tam V. Nguyen, Trung-Nghia Le, Minh-Triet Tran
    Pages 138-152

  13. Spatial Variation Sequences for Remote Sensing Applications with Small Sample Sizes

    • Hayden Jeune, Niklas Pechan, Sharn-Konet Reitsma, Andreas W. Kempa-Liehr
    Pages 153-166

  14. Exploring the Potential of High-Resolution Drone Imagery for Improved 3D Human Avatar Reconstruction: A Comparative Study with Mobile Images

    • Ali Salim Rasheed, Marwa Jabberi, Tarak M. Hamdani, Adel M. Alimi
    Pages 167-181

  15. Point Cloud Novelty Detection Based on Latent Representations of a General Feature Extractor

    • Shizuka Akahori, Satoshi Iizuka, Ken Mawatari, Kazuhiro Fukui
    Pages 182-196

  16. Efficient 3Dconv Fusion of RGB and Optical Flow for Dynamic Hand Gesture Recognition and Localization

    • Gibran Benitez-Garcia, Hiroki Takahashi
    Pages 197-210

  17. An Investigation of Video Vision Transformers for Depression Severity Estimation from Facial Video Data

    • Ghazal Bargshady, Roland Goecke
    Pages 211-220

  18. Real-Time Automated Body Condition Scoring of Dairy Cows

    • Jia-Hong Lai, Fay Huang, Yi-Hsin Yeh, Kuo-Hua Lee, Kuo-Kai Cheng, Chao-Chien Chen
    Pages 221-233

  19. Logo-SSL: Self-supervised Learning with Self-attention for Efficient Logo Detection

    • Yilin Li, Junke Xu, Alireza Dehghani
    Pages 234-245

  20. HAHANet: Towards Accurate Image Classifiers with Less Parameters

    • Arren Matthew C. Antioquia, Macario O. Cordel II
    Pages 246-258
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Other volumes

  1. Image and Video Technology

Editors and Affiliations

  • Auckland University of Technology, Auckland, New Zealand

    Wei Qi Yan, Minh Nguyen, Parma Nand, Xuejun Li

Bibliographic Information

  • Book Title: Image and Video Technology

  • Book Subtitle: 11th Pacific-Rim Symposium, PSIVT 2023, Auckland, New Zealand, November 22–24, 2023, Proceedings

  • Editors: Wei Qi Yan, Minh Nguyen, Parma Nand, Xuejun Li

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-981-97-0376-0

  • Publisher: Springer Singapore

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

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024

  • Softcover ISBN: 978-981-97-0375-3Published: 12 February 2024

  • eBook ISBN: 978-981-97-0376-0Published: 11 February 2024

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XIV, 466

  • Number of Illustrations: 14 b/w illustrations, 161 illustrations in colour

  • Topics: Multimedia Information Systems

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