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  • Conference proceedings
  • © 2022

MultiMedia Modeling

28th International Conference, MMM 2022, Phu Quoc, Vietnam, June 6–10, 2022, Proceedings, Part I

Editors:

  1. Björn Þór Jónsson

    1. IT University of Copenhagen, Copenhagen, Denmark

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  2. Cathal Gurrin

    1. Dublin City University, Dublin, Ireland

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  3. Minh-Triet Tran

    1. University of Science, VNU-HCM, Ho Chi Minh City, Vietnam

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  4. Duc-Tien Dang-Nguyen

    1. University of Bergen, Bergen, Norway

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  5. Anita Min-Chun Hu

    1. National Tsing Hua University, Hsinchu, Taiwan

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  6. Binh Huynh Thi Thanh

    1. Hanoi University of Science and Technology, Hanoi, Vietnam

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  7. Benoit Huet

    1. Median Technologies, Valbonne, France

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13141)

Conference series link(s): MMM: International Conference on Multimedia Modeling

Conference proceedings info: MMM 2022.

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Table of contents (49 papers)

  1. Front Matter

    Pages i-xxvi
    PDF

  2. Best Paper Session

    1. Front Matter

      Pages 1-1
      PDF

    2. Real-time Detection of Tiny Objects Based on a Weighted Bi-directional FPN

      • Yaxuan Hu, Yuehong Dai, Zhongxiang Wang
      Pages 3-14

    3. Multi-modal Fusion Network for Rumor Detection with Texts and Images

      • Boqun Li, Zhong Qian, Peifeng Li, Qiaoming Zhu
      Pages 15-27

    4. PF-VTON: Toward High-Quality Parser-Free Virtual Try-On Network

      • Yuan Chang, Tao Peng, Ruhan He, Xinrong Hu, Junping Liu, Zili Zhang et al.
      Pages 28-40

    5. MF-GAN: Multi-conditional Fusion Generative Adversarial Network for Text-to-Image Synthesis

      • Yuyan Yang, Xin Ni, Yanbin Hao, Chenyu Liu, Wenshan Wang, Yifeng Liu et al.
      Pages 41-53

  3. Applications 1

    1. Front Matter

      Pages 55-55
      PDF

    2. Learning to Classify Weather Conditions from Single Images Without Labels

      • Kezhen Xie, Lei Huang, Wenfeng Zhang, Qibing Qin, Zhiqiang Wei
      Pages 57-68

    3. Learning Image Representation via Attribute-Aware Attention Networks for Fashion Classification

      • Yongquan Wan, Cairong Yan, Bofeng Zhang, Guobing Zou
      Pages 69-81

    4. Toward Detail-Oriented Image-Based Virtual Try-On with Arbitrary Poses

      • Yuan Chang, Tao Peng, Ruhan He, Xinrong Hu, Junping Liu, Zili Zhang et al.
      Pages 82-94

    5. Parallel DBSCAN-Martingale Estimation of the Number of Concepts for Automatic Satellite Image Clustering

      • Ilias Gialampoukidis, Stelios Andreadis, Nick Pantelidis, Sameed Hayat, Li Zhong, Marios Bakratsas et al.
      Pages 95-106

  4. Multimedia Applications - Perspectives, Tools and Applications (Special Session) and Brave New Ideas

    1. Front Matter

      Pages 107-107
      PDF

    2. AI for the Media Industry: Application Potential and Automation Levels

      • Werner Bailer, Georg Thallinger, Verena Krawarik, Katharina Schell, Victoria Ertelthalner
      Pages 109-118

    3. Rating-Aware Self-Organizing Maps

      • Ladislav Peška, Jakub Lokoč
      Pages 119-130

  5. Activities and Events

    1. Front Matter

      Pages 139-139
      PDF

    2. MGMP: Multimodal Graph Message Propagation Network for Event Detection

      • Jiankai Li, Yunhong Wang, Weixin Li
      Pages 141-153
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Other Volumes

  1. MultiMedia Modeling

  2. MultiMedia Modeling

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About this book

The two-volume set LNCS 13141 and LNCS 13142 constitutes the proceedings of the 28th International Conference on MultiMedia Modeling, MMM 2022, which took place in Phu Quoc, Vietnam, during June 6–10, 2022.

The 107 papers presented in these proceedings were carefully reviewed and selected from a total of 212 submissions. They focus on topics related to multimedia content analysis; multimedia signal processing and communications; and multimedia applications and services.

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Keywords

  • artificial intelligence
  • computer vision
  • emerging trends
  • image analysis
  • image processing
  • image quality
  • image segmentation
  • interactive multimedia and interfaces
  • machine learning
  • media content browsing and retrieval tools
  • multimedia annotation, tagging and recommendation
  • multimedia authoring and personalisation
  • multimedia content analysis
  • multimedia databases, content delivery and transport
  • multimedia indexing
  • multimedia mining
  • multimedia security and content protection
  • pattern recognition
  • signal processing
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Editors and Affiliations

  • IT University of Copenhagen, Copenhagen, Denmark

    Björn Þór Jónsson

  • Dublin City University, Dublin, Ireland

    Cathal Gurrin

  • University of Science, VNU-HCM, Ho Chi Minh City, Vietnam

    Minh-Triet Tran

  • University of Bergen, Bergen, Norway

    Duc-Tien Dang-Nguyen

  • National Tsing Hua University, Hsinchu, Taiwan

    Anita Min-Chun Hu

  • Hanoi University of Science and Technology, Hanoi, Vietnam

    Binh Huynh Thi Thanh

  • Median Technologies, Valbonne, France

    Benoit Huet

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Bibliographic Information

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Access via your institution
eBook USD 79.99
Price excludes VAT (USA)
  • ISBN: 978-3-030-98358-1
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 99.99
Price excludes VAT (USA)
Learn about institutional subscriptions