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MultiMedia Modeling

26th International Conference, MMM 2020, Daejeon, South Korea, January 5–8, 2020, Proceedings, Part I

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Yong Man Ro

    1. Korea Advanced Institute of Science and, Daejeon, Korea (Republic of)

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  2. Wen-Huang Cheng

    1. National Chiao Tung University, Hsinchu, Taiwan

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  3. Junmo Kim

    1. Korea Advanced Institute of Science and Technology, Daejeon, Korea (Republic of)

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  4. Wei-Ta Chu

    1. National Cheng Kung University, Tainan City, Taiwan

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  5. Peng Cui

    1. Tsinghua University, Beijing, China

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  6. Jung-Woo Choi

    1. Korea Advanced Institute of Science and Technology, Daejeon, Korea (Republic of)

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  7. Min-Chun Hu

    1. National Tsing Hua University, Hsinchu, Taiwan

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  8. Wesley De Neve

    1. Ghent University, Ghent, Belgium

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11961)

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 2020.

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About this book

The two-volume set LNCS 11961 and 11962 constitutes the thoroughly refereed proceedings of the 25th International Conference on MultiMedia Modeling, MMM 2020, held in Daejeon, South Korea, in January 2020.

Of the 171 submitted full research papers, 40 papers were selected for oral presentation and 46 for poster presentation; 28 special session papers were selected for oral presentation and 8 for poster presentation; in addition, 9 demonstration papers and 6 papers for the Video Browser Showdown 2020 were accepted. The papers of LNCS 11961 are organized in the following topical sections: audio and signal processing; coding and HVS; color processing and art; detection and classification; face; image processing; learning and knowledge representation; video processing; poster papers; the papers of LNCS 11962 are organized in the following topical sections: poster papers; AI-powered 3D vision; multimedia analytics: perspectives, tools and applications; multimedia datasets for repeatable experimentation; multi-modal affective computing of large-scale multimedia data; multimedia and multimodal analytics in the medical domain and pervasive environments; intelligent multimedia security; demo papers; and VBS papers.

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Table of contents (68 papers)

  1. Front Matter

    Pages i-xxix
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  2. Oral Session 1A: Audio and Signal Processing

    1. Front Matter

      Pages 1-1
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    2. Light Field Reconstruction Using Dynamically Generated Filters

      • Xiuxiu Jing, Yike Ma, Qiang Zhao, Ke Lyu, Feng Dai
      Pages 3-13

    3. Speaker-Aware Speech Emotion Recognition by Fusing Amplitude and Phase Information

      • Lili Guo, Longbiao Wang, Jianwu Dang, Zhilei Liu, Haotian Guan
      Pages 14-25

    4. Gen-Res-Net: A Novel Generative Model for Singing Voice Separation

      • Congzhou Tian, Hangyu Li, Deshun Yang, Xiaoou Chen
      Pages 26-36

    5. A Distinct Synthesizer Convolutional TasNet for Singing Voice Separation

      • Congzhou Tian, Deshun Yang, Xiaoou Chen
      Pages 37-48

    6. Exploiting the Importance of Personalization When Selecting Music for Relaxation

      • Daniel Mélo, Nazareno Andrade
      Pages 49-61

  3. Oral Session 2A: Coding and HVS

    1. Front Matter

      Pages 63-63
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    2. An Efficient Encoding Method for Video Compositing in HEVC

      • Yunchang Li, Zhijie Huang, Jun Sun
      Pages 65-76

    3. VHS to HDTV Video Translation Using Multi-task Adversarial Learning

      • Hongming Luo, Guangsen Liao, Xianxu Hou, Bozhi Liu, Fei Zhou, Guoping Qiu
      Pages 77-86

    4. Improving Just Noticeable Difference Model by Leveraging Temporal HVS Perception Characteristics

      • Haibing Yin, Yafen Xing, Guangjing Xia, Xiaofeng Huang, Chenggang Yan
      Pages 87-98

    5. Down-Sampling Based Video Coding with Degradation-Aware Restoration-Reconstruction Deep Neural Network

      • Minh-Man Ho, Gang He, Zheng Wang, Jinjia Zhou
      Pages 99-110

    6. Beyond Literal Visual Modeling: Understanding Image Metaphor Based on Literal-Implied Concept Mapping

      • Chengpeng Fu, Jinqiang Wang, Jitao Sang, Jian Yu, Changsheng Xu
      Pages 111-123

  4. Oral Session 3A: Color Processing and Art

    1. Front Matter

      Pages 125-125
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    2. Deep Palette-Based Color Decomposition for Image Recoloring with Aesthetic Suggestion

      • Zhengqing Li, Zhengjun Zha, Yang Cao
      Pages 127-138

    3. On Creating Multimedia Interfaces for Hybrid Biological-Digital Art Installations

      • Carlos Castellanos, Bello Bello, Hyeryeong Lee, Mungyu Lee, Yoo Seok Lee, In Seop Chang
      Pages 139-150

    4. Image Captioning Based on Visual and Semantic Attention

      • Haiyang Wei, Zhixin Li, Canlong Zhang
      Pages 151-162

    5. An Illumination Insensitive and Structure-Aware Image Color Layer Decomposition Method

      • Wengang Cheng, Pengli Dou, Dengwen Zhou
      Pages 163-175

    6. CartoonRenderer: An Instance-Based Multi-style Cartoon Image Translator

      • Yugang Chen, Muchun Chen, Chaoyue Song, Bingbing Ni
      Pages 176-187

  5. Oral Session 4A: Detection and Classification

    1. Front Matter

      Pages 189-189
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Other volumes

  1. MultiMedia Modeling

  2. MultiMedia Modeling

Editors and Affiliations

  • Korea Advanced Institute of Science and, Daejeon, Korea (Republic of)

    Yong Man Ro

  • National Chiao Tung University, Hsinchu, Taiwan

    Wen-Huang Cheng

  • Korea Advanced Institute of Science and Technology, Daejeon, Korea (Republic of)

    Junmo Kim, Jung-Woo Choi

  • National Cheng Kung University, Tainan City, Taiwan

    Wei-Ta Chu

  • Tsinghua University, Beijing, China

    Peng Cui

  • National Tsing Hua University, Hsinchu, Taiwan

    Min-Chun Hu

  • Ghent University, Ghent, Belgium

    Wesley De Neve

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