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MultiMedia Modeling

27th International Conference, MMM 2021, Prague, Czech Republic, June 22–24, 2021, Proceedings, Part I

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Jakub Lokoč

    1. Charles University, Prague, Czech Republic

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  2. Tomáš Skopal

    1. Charles University, Prague, Czech Republic

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  3. Klaus Schoeffmann

    1. Klagenfurt University, Klagenfurt, Austria

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  4. Vasileios Mezaris

    1. CERTH-ITI, Thessaloniki, Greece

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  5. Xirong Li

    1. Renmin University of China, Beijing, China

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  6. Stefanos Vrochidis

    1. CERTH-ITI, Thessaloniki, Greece

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  7. Ioannis Patras

    1. Queen Mary University of London, London, UK

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12572)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: MMM 2021.

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About this book

The two-volume set LNCS 12572 and 1273 constitutes the thoroughly refereed proceedings of the 27th International Conference on MultiMedia Modeling, MMM 2021, held in Prague, Czech Republic, in June2021.

Of the 211 submitted regular papers, 40 papers were selected for oral presentation and 33 for poster presentation; 16 special session papers were accepted as well as 2 papers for a demo presentation and 17 papers for participation at the Video Browser Showdown 2021. The papers cover topics such as: multimedia indexing; multimedia mining; multimedia abstraction and summarization; multimedia annotation, tagging and recommendation; multimodal analysis for retrieval applications; semantic analysis of multimedia and contextual data; multimedia fusion methods; multimedia hyperlinking; media content browsing and retrieval tools; media representation and algorithms; audio, image, video processing, coding and compression; multimedia sensors and interaction modes; multimedia privacy, security and content protection; multimedia standards and related issues; advances in multimedia networking and streaming; multimedia databases, content delivery and transport; wireless and mobile multimedia networking; multi-camera and multi-view systems; augmented and virtual reality, virtual environments; real-time and interactive multimedia applications; mobile multimedia applications; multimedia web applications; multimedia authoring and personalization; interactive multimedia and interfaces; sensor networks; social and educational multimedia applications; and emerging trends.


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Table of contents (59 papers)

  1. Front Matter

    Pages i-xxv
    Download chapter PDF

  2. Crossed-Time Delay Neural Network for Speaker Recognition

    • Liang Chen, Yanchun Liang, Xiaohu Shi, You Zhou, Chunguo Wu
    Pages 1-10

  3. An Asymmetric Two-Sided Penalty Term for CT-GAN

    • Huan Zhao, Yu Wang, Tingting Li, Yuqing Zhao
    Pages 11-23

  4. Fast Discrete Matrix Factorization Hashing for Large-Scale Cross-Modal Retrieval

    • Huan Zhao, Xiaolin She, Song Wang, Kaili Ma
    Pages 24-36

  5. Fast Optimal Transport Artistic Style Transfer

    • Ting Qiu, Bingbing Ni, Ziang Liu, Xuanhong Chen
    Pages 37-49

  6. Stacked Sparse Autoencoder for Audio Object Coding

    • Yulin Wu, Ruimin Hu, Xiaochen Wang, Chenhao Hu, Gang Li
    Pages 50-61

  7. A Collaborative Multi-modal Fusion Method Based on Random Variational Information Bottleneck for Gesture Recognition

    • Yang Gu, Yajie Li, Yiqiang Chen, Jiwei Wang, Jianfei Shen
    Pages 62-74

  8. Frame Aggregation and Multi-modal Fusion Framework for Video-Based Person Recognition

    • Fangtao Li, Wenzhe Wang, Zihe Liu, Haoran Wang, Chenghao Yan, Bin Wu
    Pages 75-86

  9. An Adaptive Face-Iris Multimodal Identification System Based on Quality Assessment Network

    • Zhengding Luo, Qinghua Gu, Guoxiong Su, Yuesheng Zhu, Zhiqiang Bai
    Pages 87-98

  10. Thermal Face Recognition Based on Multi-scale Image Synthesis

    • Wei-Ta Chu, Ping-Shen Huang
    Pages 99-110

  11. Contrastive Learning in Frequency Domain for Non-I.I.D. Image Classification

    • Huan Shao, Zhaoquan Yuan, Xiao Peng, Xiao Wu
    Pages 111-122

  12. Group Activity Recognition by Exploiting Position Distribution and Appearance Relation

    • Duoxuan Pei, Annan Li, Yunhong Wang
    Pages 123-135

  13. Multi-branch and Multi-scale Attention Learning for Fine-Grained Visual Categorization

    • Fan Zhang, Meng Li, Guisheng Zhai, Yizhao Liu
    Pages 136-147

  14. Dense Attention-Guided Network for Boundary-Aware Salient Object Detection

    • Zhe Zhang, Junhui Ma, Panpan Xu, Wencheng Wang
    Pages 148-161

  15. Generative Image Inpainting by Hybrid Contextual Attention Network

    • Zhijiao Xiao, Donglun Li
    Pages 162-173

  16. Atypical Lyrics Completion Considering Musical Audio Signals

    • Kento Watanabe, Masataka Goto
    Pages 174-186

  17. Improving Supervised Cross-modal Retrieval with Semantic Graph Embedding

    • Changting Feng, Dagang Li, Jingwei Zheng
    Pages 187-199

  18. Confidence-Based Global Attention Guided Network for Image Inpainting

    • Zhilin Huang, Chujun Qin, Lei Li, Ruixin Liu, Yuesheng Zhu
    Pages 200-212

  19. Multi-task Deep Learning for No-Reference Screen Content Image Quality Assessment

    • Rui Gao, Ziqing Huang, Shiguang Liu
    Pages 213-226

  20. Language Person Search with Pair-Based Weighting Loss

    • Peng Zhang, Deqiang Ouyang, Chunlin Jiang, Jie Shao
    Pages 227-239
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Other volumes

  1. MultiMedia Modeling

  2. MultiMedia Modeling

Editors and Affiliations

  • Charles University, Prague, Czech Republic

    Jakub Lokoč, Tomáš Skopal

  • Klagenfurt University, Klagenfurt, Austria

    Klaus Schoeffmann

  • CERTH-ITI, Thessaloniki, Greece

    Vasileios Mezaris, Stefanos Vrochidis

  • Renmin University of China, Beijing, China

    Xirong Li

  • Queen Mary University of London, London, UK

    Ioannis Patras

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