| Presentation | 2017-10-12 [Short Paper] A Study on Manga Object Recognition Mechanism by Convolution Neural Network Hideaki Yanagisawa, Takuro Yamashita, Hiroshi Watanabe, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In order to make use of manga images on the internet, techniques to detect objects such as speech balloons and character faces and to create metadata have been studied. At this time, a method of collectively detecting for variety manga objects is important. In previous research, we confirmed that object detection method using Convolutional Neural Network has effectiveness for manga objects. In this paper, we examine the detection results for manga objects in various forms, and examine the mechanism of CNN detectors to recognize manga objects with various shapes. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | CNN / Faster R-CNN / manga / object detetion |
| Paper # | PRMU2017-79 |
| Date of Issue | 2017-10-05 (PRMU) |
| Conference Information | |
| Committee | PRMU |
|---|---|
| Conference Date | 2017/10/12(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Shinichi Sato(NII) |
| Vice Chair | Hironobu Fujiyoshi(Chubu Univ.) / Yoshihisa Ijiri(Omron) |
| Secretary | Hironobu Fujiyoshi(AIST) / Yoshihisa Ijiri(NAIST) |
| Assistant | Masato Ishii(NEC) / Yusuke Sugano(Osaka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Short Paper] A Study on Manga Object Recognition Mechanism by Convolution Neural Network |
| Sub Title (in English) | |
| Keyword(1) | CNN |
| Keyword(2) | Faster R-CNN |
| Keyword(3) | manga |
| Keyword(4) | object detetion |
| 1st Author's Name | Hideaki Yanagisawa |
| 1st Author's Affiliation | Waseda University(Waseda Univ.) |
| 2nd Author's Name | Takuro Yamashita |
| 2nd Author's Affiliation | Waseda University(Waseda Univ.) |
| 3rd Author's Name | Hiroshi Watanabe |
| 3rd Author's Affiliation | Waseda University(Waseda Univ.) |
| Date | 2017-10-12 |
| Paper # | PRMU2017-79 |
| Volume (vol) | vol.117 |
| Number (no) | PRMU-238 |
| Page | pp.pp.93-94(PRMU), |
| #Pages | 2 |
| Date of Issue | 2017-10-05 (PRMU) |