ABSTRACT
A line detection and segmentation technique is presented. The proposed technique is an improved version of an older technique. The experiments have been performed on the dataset of the ICDAR 2007 handwriting segmentation contest in order to be able to compare, objectively, the performance of the two techniques. The improvement between the older and newer version is more than 24% while the average extra CPU time cost is less than 200 ms per page.
- Gatos, B., Antonacopoulos, A., Stamatopoulos, N. 2007. ICDAR2007 handwriting segmentation contest. In: 9th International Conference on Document Analysis and Recognition (ICDAR'07), Curitiba, Brazil, September. Google ScholarDigital Library
- Likforman-Sulem, L., Zahour, A., and Taconet, B. 2007. Text Line Segmentation of Historical Documents: A Survey. International Journal of Document Analysis and Recognition, Vol. 9, 123--138. Google ScholarDigital Library
- Kavallieratou, N., Fakotakis, N., & Kokkinakis, G. (2002). An unconstrained handwriting recognition system. International Journal on Document Analysis and Recognition, 4(4):226--242.Google ScholarCross Ref
Index Terms
- Text line detection and segmentation: uneven skew angles and hill-and-dale writing
Recommendations
Line segmentation of handwritten Gurmukhi manuscripts
DAR '12: Proceeding of the workshop on Document Analysis and RecognitionThe development of an OCR system for recognition of old Gurmukhi handwritten manuscripts is a complex task involving many difficulties. Historical documents are affected by problems of ageing and repeated use and many other uncontrollable factors. ...
Segmentation of lines and words in handwritten Gurmukhi script documents
IITM '10: Proceedings of the First International Conference on Intelligent Interactive Technologies and MultimediaOptical Character Recognition (OCR) is an essential part of Document Analysis System. Among few phases of an OCR system, segmentation is an important phase. After preprocessing phase, it is necessary to segment the text into lines, words and characters ...
Gujarati Script Recognition
AbstractCharacter recognition is the extraction of printed or handwritten text from images into machine-readable format. The extracted text can be easily edited, modified and efficiently stored. While there are several Optical Character Recognition (OCR) ...
Comments