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Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges

Montreal, QC, Canada, August 21–25, 2022, Proceedings, Part IV

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Jean-Jacques Rousseau

    1. York University, Toronto, Canada

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    You can also search for this editor in PubMed   Google Scholar

  2. Bill Kapralos

    1. Ontario Tech University, Oshawa, Canada

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13646)

Included in the following conference series:

Conference proceedings info: ICPR 2022.

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Table of contents (12 papers)

  1. Front Matter

    Pages i-xxiv
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  2. Artificial Intelligence for Multimedia Forensics and Disinformation Detection (AI4MFDD)

    1. Front Matter

      Pages 1-2
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    2. Image Watermarking Backdoor Attacks in CNN-Based Classification Tasks

      • Giovanbattista Abbate, Irene Amerini, Roberto Caldelli
      Pages 3-16

    3. DepthFake: A Depth-Based Strategy for Detecting Deepfake Videos

      • Luca Maiano, Lorenzo Papa, Ketbjano Vocaj, Irene Amerini
      Pages 17-31

    4. An Effective Training Strategy for Enhanced Source Camera Device Identification

      • Manisha, Chang-Tsun Li, Karunakar A. Kotegar
      Pages 32-45

    5. Improving Detection of Unprecedented Anti-forensics Attacks on Sensor Pattern Noises Through Generative Adversarial Networks

      • Yijun Quan, Chang-Tsun Li
      Pages 46-56

    6. Document Forgery Detection in the Context of Double JPEG Compression

      • Théo Taburet, Kais Rouis, Mickaël Coustaty, Petra Gomez Krämer, Nicolas Sidère, Saddok Kébairi et al.
      Pages 57-69

    7. Making Generated Images Hard to Spot: A Transferable Attack on Synthetic Image Detectors

      • Xinwei Zhao, Matthew C. Stamm
      Pages 70-84

  3. AI for De-escalation: Autonomous Systems for De-escalating Conflict in Military and Civilian Contexts (AI4D)

    1. Front Matter

      Pages 85-88
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    2. An Infrastructure for Studying the Role of Sentiment in Human-Robot Interaction

      • Enas Tarawneh, Jean-Jacques Rousseau, Stephanie G. Craig, Deeksha Chandola, Walleed Khan, Adnan Faizi et al.
      Pages 89-105

    3. Sensorimotor System Design of Socially Intelligent Robots

      • Aleksander Trajcevski, Helio Perroni Filho, Nizwa Javed, Tasneem Naheyan, Kartikeya Bhargava, James H. Elder
      Pages 106-118

  4. 3rd Workshop on Applied Multimodal Affect Recognition (AMAR)

    1. Front Matter

      Pages 119-120
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    2. The Effect of Model Compression on Fairness in Facial Expression Recognition

      • Samuil Stoychev, Hatice Gunes
      Pages 121-138

    3. Multimodal Stress State Detection from Facial Videos Using Physiological Signals and Facial Features

      • Yassine Ouzar, Lynda Lagha, Frédéric Bousefsaf, Choubeila Maaoui
      Pages 139-150

    4. Expression Recognition Using a Flow-Based Latent-Space Representation

      • Saandeep Aathreya, Shaun Canavan
      Pages 151-165

    5. An Ethical Discussion on BCI-Based Authentication

      • Tyree Lewis, Rupal Agarwal, Marvin Andujar
      Pages 166-178

  5. Back Matter

    Pages 179-179
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Other volumes

  1. Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges

  2. Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges

  3. Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges

  4. Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges

Keywords

About this book

This 4-volumes set constitutes the proceedings of the ICPR 2022 Workshops of the 26th International Conference on Pattern Recognition Workshops, ICPR 2022, Montreal, QC, Canada, August 2023. The 167 full papers presented in these 4 volumes were carefully reviewed and selected from numerous submissions. ICPR workshops covered domains related to pattern recognition, artificial intelligence, computer vision, image and sound analysis. Workshops’ contributions reflected the most recent applications related to healthcare, biometrics, ethics, multimodality, cultural heritage, imagery, affective computing, etc.

Editors and Affiliations

  • York University, Toronto, Canada

    Jean-Jacques Rousseau

  • Ontario Tech University, Oshawa, Canada

    Bill Kapralos

Bibliographic Information

  • Book Title: Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges

  • Book Subtitle: Montreal, QC, Canada, August 21–25, 2022, Proceedings, Part IV

  • Editors: Jean-Jacques Rousseau, Bill Kapralos

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-37745-7

  • Publisher: Springer Cham

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

  • Copyright Information: Springer Nature Switzerland AG 2023

  • Softcover ISBN: 978-3-031-37744-0Published: 29 July 2023

  • eBook ISBN: 978-3-031-37745-7Published: 28 July 2023

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXIV, 179

  • Number of Illustrations: 6 b/w illustrations, 61 illustrations in colour

  • Topics: Image Processing and Computer Vision

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