DocumentCode
3009405
Title
A Novel Edge Based Method to Extract Text in Camera Captured Images
Author
Chethan, H.K. ; Hemantha Kumar, G. ; Raghavendra, R.
Author_Institution
Dept of Studies in Comput. Sci., Univ. of Mysore, Mysore, India
fYear
2009
fDate
28-29 Dec. 2009
Firstpage
853
Lastpage
855
Abstract
Character recognition has been in importance for several decades. Lot of research interest are now focused on applying pattern recognition and computer vision algorithms on camera captured documents to retrieve information from the documents. This paper presents a novel approach for extracting text in camera captured images using edge based algorithm. Extensive experiments have been carried out on set of camera captured images of natural scenes that vary along light, dimension and orientation.
Keywords
character recognition; computer vision; document image processing; edge detection; feature extraction; image retrieval; text analysis; camera captured documents; camera captured images; character recognition; computer vision algorithms; edge based method; information retrieval; natural scenes; pattern recognition; text extraction; Computer vision; Data mining; Digital cameras; Image converters; Image retrieval; Information retrieval; Kernel; Pattern recognition; Pixel; Working environment noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Advances in Computing, Control, & Telecommunication Technologies, 2009. ACT '09. International Conference on
Conference_Location
Trivandrum, Kerala
Print_ISBN
978-1-4244-5321-4
Electronic_ISBN
978-0-7695-3915-7
Type
conf
DOI
10.1109/ACT.2009.216
Filename
5375747
Link To Document