| Presentation | 2015-12-04 Scene Text Localization Using Object Detection Based on Filtered Feature Channels and Crosswise Region Merging Takuro Oki, Ryusuke Miyamoto, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes a novel scene text recognition scheme using a detector constructed by the Filtered Feature Channels and cross wise region merging. Experimental results using the ICDAR2013 data set show that the precision and the recall by the scheme becomes 61.77 and 60.30, respectively, while our old scheme using the Integral Channel Features shows 49.65 and 48.52, respectively. This results is much better than baseline and near to some schemes ranked in the ICDAR2013 competition even though the scheme does not apply post-processing using multi-class classifier to recognize what characters are. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | visual object detection / scene text localization / scene text recognition |
| Paper # | SIS2015-47 |
| Date of Issue | 2015-11-26 (SIS) |
| Conference Information | |
| Committee | SIS |
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| Conference Date | 2015/12/3(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Matsuya-sensen (Awara city, Fukui) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | SoC, Related to RFID, etc. |
| Chair | Mitsuji Muneyasu(Kansai Univ.) |
| Vice Chair | Hirokazu Tanaka(Hiroshima City Univ.) / Takayuki Nakachi(NTT) |
| Secretary | Hirokazu Tanaka(Nagoya City Univ.) / Takayuki Nakachi(Toshiba) |
| Assistant | Hiroyuki Tsuji(Kanagawa Inst. of Tech.) / Hakaru Tamukoh(Kyushu Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Smart Info-Media System |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Scene Text Localization Using Object Detection Based on Filtered Feature Channels and Crosswise Region Merging |
| Sub Title (in English) | |
| Keyword(1) | visual object detection |
| Keyword(2) | scene text localization |
| Keyword(3) | scene text recognition |
| 1st Author's Name | Takuro Oki |
| 1st Author's Affiliation | Meiji University(Meiji Univ.) |
| 2nd Author's Name | Ryusuke Miyamoto |
| 2nd Author's Affiliation | Meiji University(Meiji Univ.) |
| Date | 2015-12-04 |
| Paper # | SIS2015-47 |
| Volume (vol) | vol.115 |
| Number (no) | SIS-348 |
| Page | pp.pp.99-104(SIS), |
| #Pages | 6 |
| Date of Issue | 2015-11-26 (SIS) |