A Model Based Text Line Segmentation Method for Off-line Handwritten Documents
作者： Jija Das Gupta , Bhabatosh Chanda
关键词:
摘要: Text line segmentation is one of the important steps for offline handwritten text / handwriting recognition. This paper describes a novel method based on physical process writing. The basic concept behind this is: two successive text-line are always non-intersecting. proof theory explained with model pen-tip movement. done by arranging centroids connected components present in given document. Experiments show that proposed achieves high accuracy detecting unconstrained documents.
sci-hub.se 参考文章(11)
ZhiXin Shi, Yao Pu, A natural learning algorithm based on Hough transform for text lines extraction in handwritten documents world scientific. ,(1999)
Yefeng Zheng, Stefan Jaeger, David Doermann, Yi Li, A New Algorithm for Detecting Text Line in Handwritten Documents international conference on frontiers in handwriting recognition. ,(2006)
Avinash C. Kak, Azriel Rosenfeld, Digital Picture Processing ,(1976)
Bruno Taconet, Laurence Likforman-Sulem, Abderrazak Zahour, Text line segmentation of historical documents: a survey International Journal on Document Analysis and Recognition. ,vol. 9, pp. 123- 138 ,(2007) , 10.1007/S10032-006-0023-Z
Manivannan Arivazhagan, Harish Srinivasan, Sargur Srihari, A statistical approach to line segmentation in handwritten documents document recognition and retrieval. ,vol. 6500, ,(2007) , 10.1117/12.704538
Nilamadhaba Tripathy, Umapada Pal, Handwriting segmentation of unconstrained Oriya text Sadhana-academy Proceedings in Engineering Sciences. ,vol. 31, pp. 755- 769 ,(2006) , 10.1007/BF02716894
R. Manmatha, J.L. Rothfeder, A scale space approach for automatically segmenting words from historical handwritten documents IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 27, pp. 1212- 1225 ,(2005) , 10.1109/TPAMI.2005.150
K. Halatsis, B. Gatos, I. Pratikakis, G. Louloudis, A Block-Based Hough Transform Mapping for Text Line Detection in Handwritten Documents international conference on frontiers in handwriting recognition. ,(2006)
L.A. Fletcher, R. Kasturi, A robust algorithm for text string separation from mixed text/graphics images IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 10, pp. 910- 918 ,(1988) , 10.1109/34.9112
A. Zahour, B. Taconet, P. Mercy, S. Ramdane, Arabic hand-written text-line extraction international conference on document analysis and recognition. pp. 281- 285 ,(2001) , 10.1109/ICDAR.2001.953799