Advances in Visual Computing
15th International Symposium, ISVC 2020, San Diego, CA, USA, October 5–7, 2020, Proceedings, Part II
Editors: Bebis, G., Yin, Z., Kim, E., Bender, J., Subr, K., Kwon, B.C., Zhao, J., Kalkofen, D., Baciu, G. (Eds.)
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- About this book
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This two-volume set of LNCS 12509 and 12510 constitutes the refereed proceedings of the 15th International Symposium on Visual Computing, ISVC 2020, which was supposed to be held in San Diego, CA, USA in October 2020, took place virtually instead due to the COVID-19 pandemic.
The 118 papers presented in these volumes were carefully reviewed and selected from 175 submissions. The papers are organized into the following topical sections:
Part I: deep learning; segmentation; visualization; video analysis and event recognition; ST: computational bioimaging; applications; biometrics; motion and tracking; computer graphics; virtual reality; and ST: computer vision advances in geo-spatial applications and remote sensing
Part II: object recognition/detection/categorization; 3D reconstruction; medical image analysis; vision for robotics; statistical pattern recognition; posters
- Table of contents (61 chapters)
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Few-Shot Image Recognition with Manifolds
Pages 3-14
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A Scale-Aware YOLO Model for Pedestrian Detection
Pages 15-26
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Image Categorization Using Agglomerative Clustering Based Smoothed Dirichlet Mixtures
Pages 27-38
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SAT-CNN: A Small Neural Network for Object Recognition from Satellite Imagery
Pages 39-52
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Domain Adaptive Transfer Learning on Visual Attention Aware Data Augmentation for Fine-Grained Visual Categorization
Pages 53-65
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Table of contents (61 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Advances in Visual Computing
- Book Subtitle
- 15th International Symposium, ISVC 2020, San Diego, CA, USA, October 5–7, 2020, Proceedings, Part II
- Editors
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- George Bebis
- Zhaozheng Yin
- Edward Kim
- Jan Bender
- Kartic Subr
- Bum Chul Kwon
- Jian Zhao
- Denis Kalkofen
- George Baciu
- Series Title
- Image Processing, Computer Vision, Pattern Recognition, and Graphics
- Series Volume
- 12510
- Copyright
- 2020
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-64559-5
- DOI
- 10.1007/978-3-030-64559-5
- Softcover ISBN
- 978-3-030-64558-8
- Edition Number
- 1
- Number of Pages
- XXVIII, 777
- Number of Illustrations
- 55 b/w illustrations, 296 illustrations in colour
- Topics
