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Advances in Visual Computing

18th International Symposium, ISVC 2023, Lake Tahoe, NV, USA, October 16–18, 2023, Proceedings, Part I

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. George Bebis

    1. University of Nevada Reno, Reno, USA

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  2. Golnaz Ghiasi

    1. Google Research, Mountain View, USA

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  3. Yi Fang

    1. New York University, New York, USA

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  4. Andrei Sharf

    1. Ben-Gurion University, Be'er Sheva, Israel

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  5. Yue Dong

    1. Microsoft Research, Beijing, China

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  6. Chris Weaver

    1. The University of Oklahoma, Norman, USA

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  7. Zhicheng Leo

    1. University of Maryland, Collage Park, USA

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  8. Joseph J. LaViola Jr.

    1. University of Central Florida, Orlando, USA

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  9. Luv Kohli

    1. InnerOptic Technology, Hillsborough, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14361)

Included in the following conference series:

Conference proceedings info: ISVC 2023.

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Table of contents (46 papers)

  1. Front Matter

    Pages i-xlii
    Download chapter PDF

  2. ST: Biomedical Image Analysis Techniques for Cancer Detection, Diagnosis and Management

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Hybrid Region and Pixel-Level Adaptive Loss for Mass Segmentation on Whole Mammography Images

      • Parvaneh Aliniya, Mircea Nicolescu, Monica Nicolescu, George Bebis
      Pages 3-17

    3. Deep Learning Based GABA Edited-MRS Signal Reconstruction

      • Dikshant Sagar, Farnaz Mohammadi, Mohammad Pourhomayoun, Jooeun Joen, Navid Amini
      Pages 18-29

    4. Investigating the Impact of Attention on Mammogram Classification

      • Marc Berghouse, George Bebis, Alireza Tavakkoli
      Pages 30-43

    5. ReFit: A Framework for Refinement of Weakly Supervised Semantic Segmentation Using Object Border Fitting for Medical Images

      • Bharath Srinivas Prabakaran, Erik Ostrowski, Muhammad Shafique
      Pages 44-55

    6. A Data-Centric Approach for Pectoral Muscle Deep Learning Segmentation Enhancements in Mammography Images

      • Santiago V. Silva, Cesar A. Sierra-Franco, Jan Hurtado, Leonardo C. da Cruz, Victor de A. Thomaz, Greis Francy M. Silva-Calpa et al.
      Pages 56-67

  3. Visualization

    1. Front Matter

      Pages 69-69
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    2. Visualizing Multimodal Time Series at Scale

      • Jiahang Huang, Andrew Ni, Jasmine Zhang, Hongyi Zhu, Hui Zhang
      Pages 71-84

    3. Hybrid Tree Visualizations for Analysis of Gerrymandering

      • Chenguang Xu, Sarah M. Brown, Christan Grant, Chris Weaver
      Pages 85-96

    4. ArcheryVis: A Tool for Analyzing and Visualizing Archery Performance Data

      • Zhiyuan Cheng, Zeyuan Li, Zhepeng Luo, Mayleen Liu, Jonathan D’Alonzo, Chaoli Wang
      Pages 97-108

    5. Spiro: Order-Preserving Visualization in High Performance Computing Monitoring

      • Tommy Dang, Ngan V. T. Nguyen, Jie Li, Alan Sill, Yong Chen
      Pages 109-120

    6. From Faces to Volumes - Measuring Volumetric Asymmetry in 3D Facial Palsy Scans

      • Tim Büchner, Sven Sickert, Gerd Fabian Volk, Orlando Guntinas-Lichius, Joachim Denzler
      Pages 121-132

  4. Video Analysis and Event Recognition

    1. Front Matter

      Pages 133-133
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    2. Comparison of Autoencoder Models for Unsupervised Representation Learning of Skeleton Sequences

      • Thura Zaw, Jiaxin Zhou, Takashi Komuro
      Pages 135-146

    3. Local and Global Context Reasoning for Spatio-Temporal Action Localization

      • Ryuhei Ando, Yasunori Babazaki, Katsuhiko Takahashi
      Pages 147-159

    4. Zero-Shot Video Moment Retrieval Using BLIP-Based Models

      • Jobin Idiculla Wattasseril, Sumit Shekhar, Jürgen Döllner, Matthias Trapp
      Pages 160-171

    5. Self-supervised Representation Learning for Fine Grained Human Hand Action Recognition in Industrial Assembly Lines

      • Fabian Sturm, Rahul Sathiyababu, Harshitha Allipilli, Elke Hergenroether, Melanie Siegel
      Pages 172-184

  5. ST: Innovations in Computer Vision & Machine Learning for Critical & Civil Infrastructures

    1. Front Matter

      Pages 185-185
      Download chapter PDF

    2. Pretext Tasks in Bridge Defect Segmentation Within a ViT-Adapter Framework

      • Matthieu Pâques, Didier Law-Hine, Otmane Alami Hamedane, Thanh-Tung Nguyen, Viet-Vu Tran, Nicolas Allezard
      Pages 187-198
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Other volumes

  1. Advances in Visual Computing

  2. Advances in Visual Computing

Keywords

About this book

This volume LNCS 14361 and 14362 constitutes the refereed proceedings of the, 16th International Symposium, ISVC 2023, in October 2023, held at Lake Tahoe, NV, USA.

The 42 full papers and 13 poster papers were carefully reviewed and selected from 120 submissions. A total of 25 papers were also accepted for oral  presentation in special tracks from 34 submissions. The following topical sections followed as:

Part 1: ST: Biomedical Image Analysis Techniques for Cancer Detection, Diagnosis and Management; Visualization; Video Analysis and Event Recognition; ST: Innovations in Computer Vision & Machine Learning for Critical & Civil Infrastructures; ST: Generalization in Visual Machine Learning; Computer Graphics; Medical Image Analysis; Biometrics; Autonomous Anomaly Detection in Images; ST: Artificial Intelligence in Aerial and Orbital Imagery; ST: Data Gathering, Curation, and Generation for Computer Vision and Robotics in Precision Agriculture.

Part 2: Virtual Reality; Segmentation; Applications; Object Detection and Recognition; Deep Learning; Poster.









Editors and Affiliations

  • University of Nevada Reno, Reno, USA

    George Bebis

  • Google Research, Mountain View, USA

    Golnaz Ghiasi

  • New York University, New York, USA

    Yi Fang

  • Ben-Gurion University, Be'er Sheva, Israel

    Andrei Sharf

  • Microsoft Research, Beijing, China

    Yue Dong

  • The University of Oklahoma, Norman, USA

    Chris Weaver

  • University of Maryland, Collage Park, USA

    Zhicheng Leo

  • University of Central Florida, Orlando, USA

    Joseph J. LaViola Jr.

  • InnerOptic Technology, Hillsborough, USA

    Luv Kohli

Bibliographic Information

  • Book Title: Advances in Visual Computing

  • Book Subtitle: 18th International Symposium, ISVC 2023, Lake Tahoe, NV, USA, October 16–18, 2023, Proceedings, Part I

  • Editors: George Bebis, Golnaz Ghiasi, Yi Fang, Andrei Sharf, Yue Dong, Chris Weaver, Zhicheng Leo, Joseph J. LaViola Jr., … Luv Kohli

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-47969-4

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023

  • Softcover ISBN: 978-3-031-47968-7Published: 01 December 2023

  • eBook ISBN: 978-3-031-47969-4Published: 30 November 2023

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XLII, 614

  • Number of Illustrations: 37 b/w illustrations, 221 illustrations in colour

  • Topics: Computer Imaging, Vision, Pattern Recognition and Graphics, Computers and Education

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