Spatial Face Context with Age and Background Cues for Group Photo Retrieval

Ting Hsuan Lin, Tien Ying Li, Chun Rong Huang

研究成果: Conference contribution同行評審

摘要

People usually take group photos by using cameras and smart phones to record social events. With the increasing number of group photos, searching and collecting similar group photos become difficult. In this paper, we propose using spatial face context with age and background information to achieve group photo retrieval. Visual features between group photos are assessed by applying spatial arrangement, genders, ages and backgrounds information between two group photos. Then, an effective graph matching is applied to assess the similarity between two group photos based on the visual features. Experimental results show that our method can retrieve similar group photos by combing foreground and background information.

原文English
主出版物標題Proceedings - 20th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2019
編輯Masahide Nakamura, Hiroaki Hirata, Takayuki Ito, Takanobu Otsuka, Shun Okuhara
發行者Institute of Electrical and Electronics Engineers Inc.
頁面108-113
頁數6
ISBN(電子)9781728116518
DOIs
出版狀態Published - 7月 2019
事件20th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2019 - Toyama, Japan
持續時間: 8 7月 201911 7月 2019

出版系列

名字Proceedings - 20th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2019

Conference

Conference20th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2019
國家/地區Japan
城市Toyama
期間8/07/1911/07/19

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