Pattern Recognition. ICPR International Workshops and Challenges
Virtual Event, January 10–15, 2021, Proceedings, Part V
Editors: Del Bimbo, A., Cucchiara, R., Sclaroff, S., Farinella, G.M., Mei, T., Bertini, M., Escalante, H.J., Vezzani, R. (Eds.)
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- About this book
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This 8-volumes set constitutes the refereed of the 25th International Conference on Pattern Recognition Workshops, ICPR 2020, held virtually in Milan, Italy and rescheduled to January 10 - 11, 2021 due to Covid-19 pandemic. The 416 full papers presented in these 8 volumes were carefully reviewed and selected from about 700 submissions. The 46 workshops cover a wide range of areas including machine learning, pattern analysis, healthcare, human behavior, environment, surveillance, forensics and biometrics, robotics and egovision, cultural heritage and document analysis, retrieval, and women at ICPR2020.
- Table of contents (53 chapters)
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The Study of Improving the Accuracy of Convolutional Neural Networks in Face Recognition Tasks
Pages 5-14
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Estimate of the Neural Network Dimension Using Algebraic Topology and Lie Theory
Pages 15-29
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On the Depth of Gestalt Hierarchies in Common Imagery
Pages 30-43
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Image Recognition Algorithms Based on the Representation of Classes by Convex Hulls
Pages 44-50
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Tire Surface Segmentation in Infrared Imaging with Convolutional Neural Networks
Pages 51-62
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Table of contents (53 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Pattern Recognition. ICPR International Workshops and Challenges
- Book Subtitle
- Virtual Event, January 10–15, 2021, Proceedings, Part V
- Editors
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- Alberto Del Bimbo
- Rita Cucchiara
- Stanley Sclaroff
- Giovanni Maria Farinella
- Tao Mei
- Marco Bertini
- Hugo Jair Escalante
- Roberto Vezzani
- Series Title
- Image Processing, Computer Vision, Pattern Recognition, and Graphics
- Series Volume
- 12665
- Copyright
- 2021
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-68821-9
- DOI
- 10.1007/978-3-030-68821-9
- Softcover ISBN
- 978-3-030-68820-2
- Edition Number
- 1
- Number of Pages
- XIX, 692
- Number of Illustrations
- 65 b/w illustrations, 222 illustrations in colour
- Topics
