| Item type |
学術雑誌論文 / Journal Article(1) |
| 公開日 |
2010-05-21 |
| タイトル |
|
|
タイトル |
A Lexicon-Driven Handwritten City-Name Recognition Scheme for Indian Postal Automation |
|
言語 |
en |
| 言語 |
|
|
言語 |
eng |
| キーワード |
|
|
主題Scheme |
Other |
|
主題 |
handwriting recognition |
| キーワード |
|
|
主題Scheme |
Other |
|
主題 |
cursive script recognition |
| キーワード |
|
|
主題Scheme |
Other |
|
主題 |
modified quadratic discriminant function |
| キーワード |
|
|
主題Scheme |
Other |
|
主題 |
Indian script |
| キーワード |
|
|
主題Scheme |
Other |
|
主題 |
postal automation |
| 資源タイプ |
|
|
資源タイプ識別子 |
http://purl.org/coar/resource_type/c_6501 |
|
資源タイプ |
journal article |
| 著者 |
Pal, Umapada
Roy, Kaushik
Kimura, Fumitaka
|
| 抄録 |
|
|
内容記述タイプ |
Abstract |
|
内容記述 |
A lexicon-driven segmentation-recognition scheme on Bangla handwritten city-name recognition is proposed for Indian postal automation. In the proposed scheme, at first, binarization of the input document is done and then to take care of slanted handwriting of different individuals a slant correction technique is performed. Next, due to the script characteristics of Bangla, a water reservoir concept is applied to pre-segment the slant corrected city-names into possible primitive components (characters or its parts). Pre-segmented components of a city-name are then merged into possible characters to get the best city-name using the lexicon information. In order to merge these primitive components into characters and to find optimum character segmentation, dynamic programming (DP) is applied using total likelihood of the characters of a city-name as an objective function. To compute the likelihood of a character, Modified Quadratic Discriminant Function (MQDF) is used. The features used in the MQDF are mainly based on the directional features of the contour points of the components. We tested our system on 84 different Bangla city-names and 94.08% accuracy was obtained from the proposed system. |
| 書誌情報 |
IEICE Transactions on Information and Systems
巻 E92D,
号 5,
p. 1146-1158,
発行日 2009-05-01
|
| ISSN |
|
|
収録物識別子タイプ |
PISSN |
|
収録物識別子 |
0916-8532 |
| 権利 |
|
|
権利情報 |
copyright©2009 IEICE |
| フォーマット |
|
|
内容記述タイプ |
Other |
|
内容記述 |
application/pdf |
| 著者版フラグ |
|
|
出版タイプ |
VoR |
|
出版タイプResource |
http://purl.org/coar/version/c_970fb48d4fbd8a85 |
| 日本十進分類法 |
|
|
主題Scheme |
NDC |
|
主題 |
007 |
| 出版者 |
|
|
出版者 |
Institute of Electronics, Information and Communication Engineers |
| 関係URI |
|
|
|
関連名称 |
http://search.ieice.org/ |
| 資源タイプ（三重大） |
|
|
値 |
Journal Article / 学術雑誌論文 |
40A12196.pdf (1.1 MB)
