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abstract

An Interactive Design for Visualizable Person Re-Identification

Published: 12 October 2020 Publication History

Abstract

Although person Re-Identification (ReID) is widely applied in a variety of multimedia systems, most of its essentially multifaceted output is evaluated and visualized inflexibly only using a list of images ranked by the similarity of image content, while the correlations between samples of different IDs and the spatial-temporal features of the images are underinvestigated. As system operators need a comfortable access to these important elements, we introduce an interactive design of a person ReID system to visualize these quantities. We demonstrate that a system offering these visual representations can effectively expedite and improve a person re-identification analysis and make it a much user-friendly experience.

Supplementary Material

MP4 File (3394171.3414450.mp4)
A demo video for the paper An Interactive Design for Visualizable Person Re-Identification''.

References

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Anirban Chakraborty, Bappaditya Mandal, and Hamed Kiani Galoogahi. 2016. Person re-identification using multiple first-person-views on wearable devices. In WACV.
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Zijun Sha, Zelong Zeng, Zheng Wang, Yoichi Natori, Yasuhiro Taniguchi, and Shin'ichi Satoh. 2020. Progressive Domain Adaptation for Robot Vision Person Re-identification. In ACM Multimedia.
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Zheng Wang, Ruimin Hu, Chao Liang, Yi Yu, Junjun Jiang, Mang Ye, Jun Chen, and Qingming Leng. 2016. Zero-shot person re-identification via cross-view consistency. IEEE Transactions on Multimedia (2016).
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Zheng Wang, Junjun Jiang, Yi Yu, and Shin'ichi Satoh. 2019 a. Incremental re-identification by cross-direction and cross-ranking adaption. IEEE Transactions on Multimedia (2019).
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Zheng Wang, Zhixiang Wang, Yinqiang Zheng, Yang Wu, Wenjun Zeng, and Shin'ichi Satoh. 2020. Beyond intra-modality: A survey of heterogeneous person re-identification. In IJCAI.
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Zheng Wang, Fan Yang, and Shin'ichi Satoh. 2019 b. Salient Time Slice Pruning and Boosting for Person-Scene Instance Search in TV Series. In ACM Multimedia Asia.
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Mang Ye, Chao Liang, Yi Yu, Zheng Wang, Qingming Leng, Chunxia Xiao, Jun Chen, and Ruimin Hu. 2016. Person reidentification via ranking aggregation of similarity pulling and dissimilarity pushing. IEEE Transactions on Multimedia (2016).
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Cited By

View all
  • (2023)Win-Win by Competition: Auxiliary-Free Cloth-Changing Person Re-IdentificationIEEE Transactions on Image Processing10.1109/TIP.2023.327738932(2985-2999)Online publication date: 2023
  • (2022)Attentive Decoupling Network for Cloth-Changing Re-Identification2022 IEEE International Conference on Multimedia and Expo (ICME)10.1109/ICME52920.2022.9859851(1-6)Online publication date: 18-Jul-2022

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Published In

cover image ACM Conferences
MM '20: Proceedings of the 28th ACM International Conference on Multimedia
October 2020
4889 pages
ISBN:9781450379885
DOI:10.1145/3394171
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 12 October 2020

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Author Tags

  1. person re-identification
  2. spatio-temporal analysis
  3. visualization tool

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  • Abstract

Funding Sources

  • JST CREST Grant
  • Grant-in-Aid for JSPS Fellows

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MM '20
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Overall Acceptance Rate 2,145 of 8,556 submissions, 25%

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Cited By

View all
  • (2023)Win-Win by Competition: Auxiliary-Free Cloth-Changing Person Re-IdentificationIEEE Transactions on Image Processing10.1109/TIP.2023.327738932(2985-2999)Online publication date: 2023
  • (2022)Attentive Decoupling Network for Cloth-Changing Re-Identification2022 IEEE International Conference on Multimedia and Expo (ICME)10.1109/ICME52920.2022.9859851(1-6)Online publication date: 18-Jul-2022

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