CASIA OpenIR  > 09年以前成果
Rotation invariant texture features and their use in automatic script identification
Tan, TN
Source PublicationIEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
1998-07-01
Volume20Issue:7Pages:751-756
SubtypeArticle
AbstractThis paper concerns the extraction of rotation invariant texture features and the use of such features in script identification from document images. Rotation invariant texture features are computed based on an extension of the popular multi-channel Gabor filtering technique, and their effectiveness is tested with 300 randomly rotated samples of 15 Brodatz textures. These features are then used in an attempt to solve a practical but hitherto mostly overlooked problem in document image processing-the identification of the script of a machine printed document. Automatic script and language recognition is an essential front-end process for the efficient and correct use of OCR and language translation products in a multilingual environment. Six languages (Chinese, English, Greek, Russian, Persian, and Malayalam) are chosen to demonstrate the potential of such a texture-based approach in script identification.
KeywordTexture Rotation Invariance Gabor Filtering Script And Language Recognition Document Image Processing
WOS HeadingsScience & Technology ; Technology
WOS KeywordCHARACTER-RECOGNITION ; SPATIAL-FREQUENCY ; FILTERS ; SEGMENTATION
Indexed BySCI
Language英语
WOS Research AreaComputer Science ; Engineering
WOS SubjectComputer Science, Artificial Intelligence ; Engineering, Electrical & Electronic
WOS IDWOS:000074677200007
Citation statistics
Cited Times:148[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9765
Collection09年以前成果
AffiliationChinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China
Recommended Citation
GB/T 7714
Tan, TN. Rotation invariant texture features and their use in automatic script identification[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE,1998,20(7):751-756.
APA Tan, TN.(1998).Rotation invariant texture features and their use in automatic script identification.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE,20(7),751-756.
MLA Tan, TN."Rotation invariant texture features and their use in automatic script identification".IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 20.7(1998):751-756.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Tan, TN]'s Articles
Baidu academic
Similar articles in Baidu academic
[Tan, TN]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Tan, TN]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.