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  • Conference proceedings
  • © 2022

Advances in Visual Computing

17th International Symposium, ISVC 2022, San Diego, CA, USA, October 3–5, 2022, Proceedings, Part II

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13599)

Conference series link(s): ISVC: International Symposium on Visual Computing

Conference proceedings info: ISVC 2022.

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  • ISBN: 978-3-031-20716-7
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Table of contents (34 papers)

  1. Front Matter

    Pages i-xxx
  2. ST: Neuro-inspired Artificial Intelligence

    1. Front Matter

      Pages 1-1
    2. Brain Shape Correspondence Analysis Using Functional Maps

      • Jonnatan Arias-Garcia, Hernan F. Garcia, Álvaro A. Orozco, Gloria Liliana Porras-Hurtado, David A. Cárdenas-Peña, Jorge Iván Ríos-Patiño
      Pages 3-12
    3. Biomimetic Oculomotor Control with Spiking Neural Networks

      • Taasin Saquib, Demetri Terzopoulos
      Pages 13-26
    4. Border Ownership, Category Selectivity and Beyond

      • Tianlong Chen, Xuemei Cheng, Thomas Tsao
      Pages 27-38
    5. Sparse Kernel Transfer Learning

      • Edward Kim, Trang Ha, Garrett T. Kenyon
      Pages 39-52
  3. Applications

    1. Front Matter

      Pages 53-53
    2. Photobombing Removal Benchmarking

      • Sai Pavan Kumar Prakya, Madamanchi Manju Venkata Sainath, Vatsa S. Patel, Samah Saeed Baraheem, Tam V. Nguyen
      Pages 55-66
    3. Enhancing Privacy in Computer Vision Applications: An Emotion Preserving Approach to Obfuscate Faces

      • Bijan Shahbaz Nejad, Peter Roch, Marcus Handte, Pedro José Marrón
      Pages 80-90
    4. House Price Prediction via Visual Cues and Estate Attributes

      • Sai Surya Vaddi, Amira Yousif, Samah Baraheem, Ju Shen, Tam V. Nguyen
      Pages 91-103
    5. DRB-Net: Dilated Residual Block Network for Infrared Image Restoration

      • Kianoush Falahkheirkhah, Kevin Yeh, Matthew P. Confer, Rohit Bhargava
      Pages 104-115
  4. Segmentation and Tracking

    1. Front Matter

      Pages 117-117
    2. Saliency Can Be All You Need in Contrastive Self-supervised Learning

      • Veysel Kocaman, Ofer M. Shir, Thomas Bäck, Ahmed Nabil Belbachir
      Pages 119-140
    3. GCEENet: A Global Context Enhancement and Exploitation for Medical Image Segmentation

      • Nguyen Tuan Hung, Phan Ngoc Lan, Nguyen Thi Oanh, Nguyen Thi Thuy, Dinh Viet Sang
      Pages 141-152
    4. V2F: Real Time Video Segmentation with Apache Flink

      • Dimitrios Kastrinakis, Euripides G. M. Petrakis
      Pages 153-164
    5. Joint Discriminative and Metric Embedding Learning for Person Re-identification

      • Sinan I. Sabri, Zaigham A. Randhawa, Gianfranco Doretto
      Pages 165-178
    6. Transformer Networks for Future Person Localization in First-Person Videos

      • Amar Alikadic, Hideo Saito, Ryo Hachiuma
      Pages 179-190
  5. Virtual Reality

    1. Front Matter

      Pages 191-191

Other Volumes

  1. Advances in Visual Computing

About this book

This two-volume set of LNCS 13598 and 13599 constitutes the refereed proceedings of the 17th International Symposium on Visual Computing, ISVC 2022, which was held in October 2022. 

The 61 papers presented in these volumes were carefully reviewed and selected from 110 submissions. They are organized in the following topical sections: 

Part I: ​deep learning I; visualization; object detection and recognition; deep learning II; video analysis and event recognition; computer graphics; ST: biomedical imaging techniques for cancer detection, diagnosis and management.

Part II: ​ST: neuro-inspired artificia intelligence; applications; segmentation and tracking; virtual reality; poster.

Keywords

  • artificial intelligence
  • computer networks
  • computer systems
  • computer vision
  • deep learning
  • Human-Computer Interaction (HCI)
  • image analysis
  • image coding
  • image processing
  • image quality
  • image reconstruction
  • image segmentation
  • machine learning
  • network protocols
  • neural networks
  • pattern recognition
  • signal processing

Editors and Affiliations

  • University of Nevada, Reno, USA

    George Bebis

  • University of Illinois Urbana-Champaign, Urbana, USA

    Bo Li

  • National University of Singapore, Singapore, Singapore

    Angela Yao

  • Microsoft Research Asia, Beijing, China

    Yang Liu

  • University of Missouri, Columbia, USA

    Ye Duan

  • City University of Hong Kong, Kowloon, Hong Kong

    Manfred Lau

  • Idaho National Laboratory, Idaho Falls, USA

    Rajiv Khadka

  • Salesforce, Seattle, USA

    Ana Crisan

  • Tufts University, Medford, USA

    Remco Chang

Bibliographic Information

Buying options

eBook USD 69.99
Price excludes VAT (USA)
  • ISBN: 978-3-031-20716-7
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 89.99
Price excludes VAT (USA)