Back to Search
Start Over
A Holistic Methodology for Keyword Search in Historical Typewritten Documents.
- Source :
- Advances in Artificial Intelligence (9783540341178); 2006, p490-493, 4p
- Publication Year :
- 2006
-
Abstract
- In this paper, we propose a novel holistic methodology for keyword search in historical typewritten documents combining synthetic data and user's feedback. The holistic approach treats the word as a single entity and entails the recognition of the whole word rather than of individual characters. Our aim is to search for keywords typed by the user in a large collection of digitized typewritten historical documents. The proposed method is based on: (i) creation of synthetic image words; (ii) word segmentation using dynamic parameters; (iii) efficient hybrid feature extraction for each image word and (iv) a retrieval procedure that is optimized by user's feedback. Experimental results prove the efficiency of the proposed approach. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISBNs :
- 9783540341178
- Database :
- Supplemental Index
- Journal :
- Advances in Artificial Intelligence (9783540341178)
- Publication Type :
- Book
- Accession number :
- 32860970
- Full Text :
- https://doi.org/10.1007/11752912_52