Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13848)
Included in the following conference series:
Conference proceedings info: ACCV 2022.
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About this book
This book constitutes the refereed post-conference proceedings of the workshops held at the 16th Asian Conference on Computer Vision, ACCV 2022, which took place in Macao, China, in December 2022.
The 25 papers included in this book were carefully reviewed and selected from 40 submissions. They have been organized in topical sections as follows: Learning with limited data for face analysis; adversarial machine learning towards advanced vision systems; computer vision for medical computing; machine learning and computing for visual semantic analysis; vision transformers theory and applications; and deep learning-based small object detection from images and videos.
The 25 papers included in this book were carefully reviewed and selected from 40 submissions. They have been organized in topical sections as follows: Learning with limited data for face analysis; adversarial machine learning towards advanced vision systems; computer vision for medical computing; machine learning and computing for visual semantic analysis; vision transformers theory and applications; and deep learning-based small object detection from images and videos.
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Table of contents (25 papers)
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Front Matter
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Learning with Limited Data for Face Analysis
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Front Matter
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Adversarial Machine Learning Towards Advanced Vision Systems
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Front Matter
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Computer Vision for Medical Computing
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Front Matter
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Machine Learning and Computing for Visual Semantic Analysis
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Front Matter
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Editors and Affiliations
Bibliographic Information
Book Title: Computer Vision – ACCV 2022 Workshops
Book Subtitle: 16th Asian Conference on Computer Vision, Macao, China, December 4–8, 2022, Revised Selected Papers
Editors: Yinqiang Zheng, Hacer Yalim Keleş, Piotr Koniusz
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-031-27066-6
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 2023
Softcover ISBN: 978-3-031-27065-9Published: 09 March 2023
eBook ISBN: 978-3-031-27066-6Published: 08 March 2023
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIII, 378
Number of Illustrations: 14 b/w illustrations, 109 illustrations in colour
Topics: Image Processing and Computer Vision, Special Purpose and Application-Based Systems, Computer Imaging, Vision, Pattern Recognition and Graphics, Machine Learning, Computer Applications