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MultiMedia Modeling

30th International Conference, MMM 2024, Amsterdam, The Netherlands, January 29 – February 2, 2024, Proceedings, Part IV

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Stevan Rudinac

    1. University of Amsterdam, Amsterdam, The Netherlands

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  2. Alan Hanjalic

    1. Delft University of Technology, Delft, The Netherlands

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  3. Cynthia Liem

    1. Delft University of Technology, Delft, The Netherlands

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  4. Marcel Worring

    1. University of Amsterdam, Amsterdam, The Netherlands

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  5. Björn Þór Jónsson

    1. Reykjavik University, Reykjavik, Iceland

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  6. Bei Liu

    1. Microsoft Research Lab – Asia, Beijing, China

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  7. Yoko Yamakata

    1. The University of Tokyo, Tokyo, Japan

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14557)

Included in the following conference series:

Conference proceedings info: MMM 2024.

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About this book

This book constitutes the refereed proceedings of the 30th International Conference on MultiMedia Modeling, MMM 2024, held in Amsterdam, The Netherlands, during January 29–February 2, 2024.

The 112 full papers included in this volume were carefully reviewed and selected from 297 submissions. The MMM conference were organized in topics related to multimedia modelling, particularly: audio, image, video processing, coding and compression; multimodal analysis for retrieval applications, and multimedia fusion methods.

Keywords

Table of contents (38 papers)

  1. Front Matter

    Pages i-xix
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  2. FMM: Special Session on Foundation Models for Multimedia

    1. Front Matter

      Pages 1-1
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    2. Removing Stray-Light for Wild-Field Fundus Image Fusion Based on Large Generative Models

      • Jun Wu, Mingxin He, Yang Liu, Jingjie Lin, Zeyu Huang, Dayong Ding
      Pages 3-16

    3. Training-Free Region Prediction with Stable Diffusion

      • Yuma Honbu, Keiji Yanai
      Pages 17-31

    4. Mitigating Fine-Grained Hallucination by Fine-Tuning Large Vision-Language Models with Caption Rewrites

      • Lei Wang, Jiabang He, Shenshen Li, Ning Liu, Ee-Peng Lim
      Pages 32-45

    5. GDTNet: A Synergistic Dilated Transformer and CNN by Gate Attention for Abdominal Multi-organ Segmentation

      • Can Zhang, Zhiqiang Wang, Yuan Zhang, Xuanya Li, Kai Hu
      Pages 46-57

    6. Fine-Grained Multi-modal Fundus Image Generation Based on Diffusion Models for Glaucoma Classification

      • Xinyue Liu, Gang Yang, Yang Zhou, Yajie Yang, Weichen Huang, Dayong Ding et al.
      Pages 58-70

    7. Adapting Pretrained Large-Scale Vision Models for Face Forgery Detection

      • Lantao Wang, Chao Ma
      Pages 71-85

  3. ICDAR: Special Session on Intelligent Cross-Data Analysis and Retrieval

    1. Front Matter

      Pages 87-87
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    2. Towards Cross-Modal Point Cloud Retrieval for Indoor Scenes

      • Fuyang Yu, Zhen Wang, Dongyuan Li, Peide Zhu, Xiaohui Liang, Xiaochuan Wang et al.
      Pages 89-102

    3. Correlation Visualization Under Missing Values: A Comparison Between Imputation and Direct Parameter Estimation Methods

      • Nhat-Hao Pham, Khanh-Linh Vo, Mai Anh Vu, Thu Nguyen, Michael A. Riegler, Pål Halvorsen et al.
      Pages 103-116

    4. IFI: Interpreting for Improving: A Multimodal Transformer with an Interpretability Technique for Recognition of Risk Events

      • Rupayan Mallick, Jenny Benois-Pineau, Akka Zemmari
      Pages 117-131

    5. Ookpik- A Collection of Out-of-Context Image-Caption Pairs

      • Kha-Luan Pham, Minh-Khoi Nguyen-Nhat, Anh-Huy Dinh, Quang-Tri Le, Manh-Thien Nguyen, Anh-Duy Tran et al.
      Pages 132-144

    6. LUMOS-DM: Landscape-Based Multimodal Scene Retrieval Enhanced by Diffusion Model

      • Viet-Tham Huynh, Trong-Thuan Nguyen, Quang-Thuc Nguyen, Mai-Khiem Tran, Tam V. Nguyen, Minh-Triet Tran
      Pages 145-158

  4. XR-MACCI: Special Session on eXtended Reality and Multimedia - Advancing Content Creation and Interaction

    1. Front Matter

      Pages 159-159
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    2. Mining Landmark Images for Scene Reconstruction from Weakly Annotated Video Collections

      • Helmut Neuschmied, Werner Bailer
      Pages 161-174

    3. A Framework for 3D Modeling of Construction Sites Using Aerial Imagery and Semantic NeRFs

      • Panagiotis Vrachnos, Marios Krestenitis, Ilias Koulalis, Konstantinos Ioannidis, Stefanos Vrochidis
      Pages 175-187

    4. Multimodal 3D Object Retrieval

      • Maria Pegia, Björn Þór Jónsson, Anastasia Moumtzidou, Sotiris Diplaris, Ilias Gialampoukidis, Stefanos Vrochidis et al.
      Pages 188-201

    5. An Integrated System for Spatio-temporal Summarization of 360-Degrees Videos

      • Ioannis Kontostathis, Evlampios Apostolidis, Vasileios Mezaris
      Pages 202-215

  5. Brave New Ideas

    1. Front Matter

      Pages 217-217
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Other volumes

  1. MultiMedia Modeling

  2. MultiMedia Modeling

  3. MultiMedia Modeling

  4. MultiMedia Modeling

  5. MultiMedia Modeling

Editors and Affiliations

  • University of Amsterdam, Amsterdam, The Netherlands

    Stevan Rudinac, Marcel Worring

  • Delft University of Technology, Delft, The Netherlands

    Alan Hanjalic, Cynthia Liem

  • Reykjavik University, Reykjavik, Iceland

    Björn Þór Jónsson

  • Microsoft Research Lab – Asia, Beijing, China

    Bei Liu

  • The University of Tokyo, Tokyo, Japan

    Yoko Yamakata

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