Skip to main content
  • Conference proceedings
  • © 2020

Advances in Visual Computing

15th International Symposium, ISVC 2020, San Diego, CA, USA, October 5–7, 2020, Proceedings, Part I

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12509)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

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

Conference proceedings info: ISVC 2020.

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

This is a preview of subscription content, log in via an institution to check for access.

Table of contents (57 papers)

  1. Front Matter

    Pages i-xxxvi
  2. Deep Learning

    1. Front Matter

      Pages 1-1
    2. Regularization and Sparsity for Adversarial Robustness and Stable Attribution

      • Daniel Schwartz, Yigit Alparslan, Edward Kim
      Pages 3-14
    3. Self-Competitive Neural Networks

      • Iman Saberi, Fathiyeh Faghih
      Pages 15-26
    4. Nonconvex Regularization for Network Slimming: Compressing CNNs Even More

      • Kevin Bui, Fredrick Park, Shuai Zhang, Yingyong Qi, Jack Xin
      Pages 39-53
    5. Biologically Inspired Sleep Algorithm for Variational Auto-Encoders

      • Sameerah Talafha, Banafsheh Rekabdar, Christos Mousas, Chinwe Ekenna
      Pages 54-67
    6. A Deep Genetic Programming Based Methodology for Art Media Classification Robust to Adversarial Perturbations

      • Gustavo Olague, Gerardo Ibarra-Vázquez, Mariana Chan-Ley, Cesar Puente, Carlos Soubervielle-Montalvo, Axel Martinez
      Pages 68-79
    7. rcGAN: Learning a Generative Model for Arbitrary Size Image Generation

      • Renato B. Arantes, George Vogiatzis, Diego R. Faria
      Pages 80-94
    8. Sketch-Inspector: A Deep Mixture Model for High-Quality Sketch Generation of Cats

      • Yunkui Pang, Zhiqing Pan, Ruiyang Sun, Shuchong Wang
      Pages 95-106
    9. Depthwise Separable Convolutions and Variational Dropout within the context of YOLOv3

      • Joseph Chakar, Rayan Al Sobbahi, Joe Tekli
      Pages 107-120
  3. Segmentation

    1. Front Matter

      Pages 133-133
    2. Towards Optimal Ship Navigation Using Image Processing

      • Bekir Sahin, Zia Uddin, Ahmet Soylu
      Pages 135-147
    3. Pixel-Level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation

      • Iason Katsamenis, Eftychios Protopapadakis, Anastasios Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
      Pages 160-169
    4. CSC-GAN: Cycle and Semantic Consistency for Dataset Augmentation

      • Renato B. Arantes, George Vogiatzis, Diego R. Faria
      Pages 170-181
  4. Visualization

    1. Front Matter

      Pages 195-195
    2. Referenced Based Color Transfer for Medical Volume Rendering

      • Sudarshan Devkota, Sumanta Pattanaik
      Pages 197-208

Other Volumes

  1. Advances in Visual Computing

About this book

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 114 full and 4 short 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


Editors and Affiliations

  • University of Nevada Reno, Reno, USA

    George Bebis

  • Stony Brook University, Stony Brook, USA

    Zhaozheng Yin

  • Drexel University, Philadelphia, USA

    Edward Kim

  • RWTH Aachen University, Aachen, Germany

    Jan Bender

  • University of Edinburgh, Edinburgh, UK

    Kartic Subr

  • IBM Research – Cambridge, Cambridge, USA

    Bum Chul Kwon

  • University of Waterloo, Waterloo, Canada

    Jian Zhao

  • Graz University of Technology, Graz, Austria

    Denis Kalkofen

  • The Hong Kong Polytechnic University, Hong Kong, Hong Kong

    George Baciu

Bibliographic Information

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access