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MultiMedia Modeling

31st International Conference on Multimedia Modeling, MMM 2025, Nara, Japan, January 8–10, 2025, Proceedings, Part V

  • Conference proceedings
  • © 2025

Overview

Editors:
  1. Ichiro Ide

    1. Nagoya University, Nagoya, Japan

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  2. Ioannis Kompatsiaris

    1. Centre of Research & Technology, Thermi, Greece

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  3. Changsheng Xu

    1. Chinese Academy of Sciences, Beijing, China

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  4. Keiji Yanai

    1. The University of Electro-Communications, Tokyo, Japan

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  5. Wei-Ta Chu

    1. National Cheng Kung University, Tainan City, Taiwan

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  6. Naoko Nitta

    1. Mukogawa Women's University, Nishinomiya, Japan

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  7. Michael Riegler

    1. Simula, Oslo, Norway

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  8. Toshihiko Yamasaki

    1. The University of Tokyo, Tokyo, Japan

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 15524)

Included in the following conference series:

Conference proceedings info: MMM 2025.

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About this book

This five-volume set LNCS 15520-15524 constitutes the proceedings of the 31st International Conference on Multimedia Modeling, MMM 2025, held in Nara, Japan, January 8–10, 2025.
The 135 full papers and 41 short papers presented in these proceedings were carefully reviewed and selected from 348 submissions. The MMM conference was organized in topics related to multimedia modelling, particularly: audio, image, video processing, coding and compression; multimodal analysis for retrieval applications, and multimedia fusion methods.

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Keywords

Table of contents (46 papers)

  1. Front Matter

    Pages i-xxi
    Download chapter PDF

  2. Special Session on Multimedia Research in Robotics

    1. Front Matter

      Pages 1-1
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    2. Multimodal Engagement Prediction in Human-Robot Interaction Using Transformer Neural Networks

      • Jia Yap Lim, John See, Christian Dondrup
      Pages 3-17

    3. What Should Autonomous Robots Verbalize and What Should They Not?

      • Daichi Yoshihara, Akishige Yuguchi, Seiya Kawano, Takamasa Iio, Koichiro Yoshino
      Pages 18-29

  3. Special Session on Spatial Intelligence in Multimedia Analytics

    1. Front Matter

      Pages 31-31
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    2. Counting Unique Objects in Geo-Tagged Street Images: A Case Study of Homeless Encampments in Los Angeles

      • Narges Ghasemi, Seon Ho Kim, Abdullah Alfarrarjeh, Cyrus Shahabi
      Pages 33-46

  4. Special Session on Simulating Edge Computing and Multimodal AI: A Benchmark for Real-World Applications

    1. Front Matter

      Pages 47-47
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    2. Correlation-Based Weighted Federated Learning with Multimodal Sensing and Knowledge Distillation: An Application on a Real-World Benchmark Dataset

      • Duy-Dong Le, Duy-Thanh Huynh, Pham The Bao
      Pages 49-60

    3. Leveraging Pruning, Quantization and Multi-objective Optimization for an Efficient Deployment of Multi-modal Models

      • Dang Vu, Tien Dang, Quoc-Trung Nguyen, Tan Pham
      Pages 61-73

  5. Demo Papers

    1. Front Matter

      Pages 75-75
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    2. A User Identification and Reading Style Detection System Based on Eye Movement Patterns While Reading

      • Onanong Kongmeesub, Cathal Gurrin, Dongyun Nie
      Pages 77-83

    3. AMDA: Advancing Multimedia Data Annotation for Human-Centric Situations

      • Ibrahim Serouis, Florence Sedes
      Pages 84-90

    4. An Implementation of Networked JamSketch

      • Tetsuro Kitahara, Takuya Tsutsumi, Takaaki Nagoshi, Taizan Suzuki
      Pages 91-97

    5. Badminton Footwork Practice via an Immersive Virtual Reality System

      • Duen-Chian Jheng, Bill Louis Harchan, Berenika Nawoja Kostka de Sztemberg, Jen-Hao Hsu, Min-Chun Hu
      Pages 98-104

    6. Better Image Segmentation with Classification: Guiding Zero-Shot Models Using Class Activation Maps

      • Hanna Borgli, Håkon Kvale Stensland, Pål Halvorsen
      Pages 105-111

    7. CleverFox: Integrating Visual Mnemonics with AI for Enhanced Language Learning

      • Yung-Chu Chiang, Zi-Xian Tang, Yi-Ching Luo, Jason S. Chang
      Pages 112-118

    8. Enhancing User Control in AI-Based Video Summarization for Social Media

      • Ioannis Kontostathis, Evlampios Apostolidis, Konstantinos Apostolidis, Vasileios Mezaris
      Pages 119-126

    9. FencBuddy: Action-Aware Depth Perception Training for Fencing Attacks

      • Hung-Yao Peng, Zi-Heng Zhong, Cheng-Chih Tsai, Ching-Yeh Chiang, Tse-Yu Pan
      Pages 127-133

    10. Fingering Prediction for Classical Guitar: Dataset Creation and Model Development

      • Nami Iino, Akinaru Iino
      Pages 134-141

    11. KuzushijiFontDiff: Diffusion Model for Japanese Kuzushiji Font Generation

      • Honghui Yuan, Keiji Yanai
      Pages 142-149
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Other volumes

  1. MultiMedia Modeling

  2. MultiMedia Modeling

  3. MultiMedia Modeling

  4. MultiMedia Modeling

  5. MultiMedia Modeling

Editors and Affiliations

  • Nagoya University, Nagoya, Japan

    Ichiro Ide

  • Centre of Research & Technology, Thermi, Greece

    Ioannis Kompatsiaris

  • Chinese Academy of Sciences, Beijing, China

    Changsheng Xu

  • The University of Electro-Communications, Tokyo, Japan

    Keiji Yanai

  • National Cheng Kung University, Tainan City, Taiwan

    Wei-Ta Chu

  • Mukogawa Women's University, Nishinomiya, Japan

    Naoko Nitta

  • Simula, Oslo, Norway

    Michael Riegler

  • The University of Tokyo, Tokyo, Japan

    Toshihiko Yamasaki

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