Manga FaceNet: Face detection in manga based on deep neural network

Wei Ta Chu, Wei Wei Li

研究成果: Conference contribution

25 引文 斯高帕斯(Scopus)

摘要

Among various elements of manga, character's face plays one of the most important role in access and retrieval. We propose a DNN-based method to do manga face detection, which is a challenging but relatively unexplored topic. Given a manga page, we first find candidate regions based on the selective search scheme. A deep neural network is then proposed to detect manga faces of various appearance. We evaluate the proposed method based on a large-scale benchmark, and show performance comparison and convincing evaluation results that have rarely done before.

原文English
主出版物標題ICMR 2017 - Proceedings of the 2017 ACM International Conference on Multimedia Retrieval
發行者Association for Computing Machinery, Inc
頁面412-415
頁數4
ISBN(電子)9781450347013
DOIs
出版狀態Published - 2017 6月 6
事件17th ACM International Conference on Multimedia Retrieval, ICMR 2017 - Bucharest, Romania
持續時間: 2017 6月 62017 6月 9

出版系列

名字ICMR 2017 - Proceedings of the 2017 ACM International Conference on Multimedia Retrieval

Conference

Conference17th ACM International Conference on Multimedia Retrieval, ICMR 2017
國家/地區Romania
城市Bucharest
期間17-06-0617-06-09

All Science Journal Classification (ASJC) codes

  • 人機介面
  • 軟體
  • 電腦繪圖與電腦輔助設計

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