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  • Conference proceedings
  • © 2019

Advances in Visual Computing

14th International Symposium on Visual Computing, ISVC 2019, Lake Tahoe, NV, USA, October 7–9, 2019, Proceedings, Part II

Editors:

  1. George Bebis

    1. University of Nevada, Reno, USA

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  2. Richard Boyle

    1. NASA Ames Research Center, Moffett Field, USA

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  3. Bahram Parvin

    1. University of Nevada, Reno, USA

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  4. Darko Koracin

    1. Desert Research Institute, Reno, USA

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  5. Daniela Ushizima

    1. Lawrence Berkeley National Laboratory, Berkeley, USA

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  6. Sek Chai

    1. Latent AI, Palo Alto, USA

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  7. Shinjiro Sueda

    1. Texas A&M University, College Station, USA

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  8. Xin Lin

    1. Louisiana State University, Baton Rouge, USA

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  9. Aidong Lu

    1. University of North Carolina at Charlotte, Charlotte, USA

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  10. Daniel Thalmann

    1. École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland

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  11. Chaoli Wang

    1. Notre Dame University, Notre Dame, USA

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  12. Panpan Xu

    1. Bosch Research North America, Palo Alto, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11845)

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 2019.

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Table of contents (47 papers)

  1. Front Matter

    Pages i-xxvii
    PDF

  2. Applications II

    1. Front Matter

      Pages 1-1
      PDF

    3. Joint Optimization of Convolutional Neural Network and Image Preprocessing Selection for Embryo Grade Prediction in In Vitro Fertilization

      • Kento Uchida, Shota Saito, Panca Dewi Pamungkasari, Yusei Kawai, Ita Fauzia Hanoum, Filbert H. Juwono et al.
      Pages 14-24

    4. Enhanced Approach for Classification of Ulcerative Colitis Severity in Colonoscopy Videos Using CNN

      • Sure Venkata Leela Lakshmi Tejaswini, Bhuvan Mittal, JungHwan Oh, Wallapak Tavanapong, Johnny Wong, Piet C. de Groen
      Pages 25-37

    5. Infinite Gaussian Fisher Vector to Support Video-Based Human Action Recognition

      • Jorge L. Fernández-Ramírez, Andrés M. Álvarez-Meza, Álvaro A. Orozco-Gutiérrez, Julian David Echeverry-Correa
      Pages 38-49

  3. Deep Learning II

    1. Front Matter

      Pages 51-51
      PDF

    2. Do Humans Look Where Deep Convolutional Neural Networks “Attend”?

      • Mohammad K. Ebrahimpour, J. Ben Falandays, Samuel Spevack, David C. Noelle
      Pages 53-65

    4. U-Net Based Architectures for Document Text Detection and Binarization

      • Filipp Nikitin, Vladimir Dokholyan, Ilia Zharikov, Vadim Strijov
      Pages 79-88

    5. Face Detection in Thermal Images with YOLOv3

      • Gustavo Silva, Rui Monteiro, André Ferreira, Pedro Carvalho, Luís Corte-Real
      Pages 89-99

    6. 3D Object Recognition with Ensemble Learning—A Study of Point Cloud-Based Deep Learning Models

      • Daniel Koguciuk, Łukasz Chechliński, Tarek El-Gaaly
      Pages 100-114

  4. Virtual Reality II

    1. Front Matter

      Pages 115-115
      PDF

    2. Designing VR and AR Systems with Large Scale Adoption in Mind

      • Amela Sadagic, Jesse Attig, John Gibson, Faisal Rashid, Nicholas Arthur, Floy Yates et al.
      Pages 117-128

    3. VRParaSet: A Virtual Reality Model for Visualizing Multidimensional Data

      • Ngan V. T. Nguyen, Lino Virgen, Tommy Dang
      Pages 129-140

    4. Occlusion and Collision Aware Smartphone AR Using Time-of-Flight Camera

      • Yuan Tian, Yuxin Ma, Shuxue Quan, Yi Xu
      Pages 141-153

    5. Augmenting Flight Imagery from Aerial Refueling

      • James D. Anderson, Scott Nykl, Thomas Wischgoll
      Pages 154-165

  5. Object Recognition/Detection/Categorization

    1. Front Matter

      Pages 167-167
      PDF

    2. Hierarchical Semantic Labeling with Adaptive Confidence

      • Jim Davis, Tong Liang, James Enouen, Roman Ilin
      Pages 169-183

    3. An Active Robotic Vision System with a Pair of Moving and Stationary Cameras

      • S. Pourya Hoseini A., Janelle Blankenburg, Mircea Nicolescu, Monica Nicolescu, David Feil-Seifer
      Pages 184-195
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Other Volumes

  1. Advances in Visual Computing

  2. Advances in Visual Computing

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About this book

This book constitutes the refereed proceedings of the 14th International Symposium on Visual Computing, ISVC 2019, held in Lake Tahoe, NV, USA in October 2019.

The 100 papers presented in this double volume were carefully reviewed and selected from 163 submissions. The papers are organized into the following topical sections: Deep Learning I; Computer Graphics I; Segmentation/Recognition; Video Analysis and Event Recognition; Visualization; ST: Computational Vision, AI and Mathematical methods for Biomedical and Biological Image Analysis; Biometrics; Virtual Reality I; Applications I; ST: Vision for Remote Sensing and Infrastructure Inspection; Computer Graphics II; Applications II; Deep Learning II; Virtual Reality II; Object Recognition/Detection/Categorization; and Poster.

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Keywords

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Editors and Affiliations

  • University of Nevada, Reno, USA

    George Bebis, Bahram Parvin

  • NASA Ames Research Center, Moffett Field, USA

    Richard Boyle

  • Desert Research Institute, Reno, USA

    Darko Koracin

  • Lawrence Berkeley National Laboratory, Berkeley, USA

    Daniela Ushizima

  • Latent AI, Palo Alto, USA

    Sek Chai

  • Texas A&M University, College Station, USA

    Shinjiro Sueda

  • Louisiana State University, Baton Rouge, USA

    Xin Lin

  • University of North Carolina at Charlotte, Charlotte, USA

    Aidong Lu

  • École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland

    Daniel Thalmann

  • Notre Dame University, Notre Dame, USA

    Chaoli Wang

  • Bosch Research North America, Palo Alto, USA

    Panpan Xu

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Bibliographic Information

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Access via your institution

Buy it now

eBook USD 69.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 89.99
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

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