Title :
High-precision orientation and skew detection for texts in scanned documents
Author :
Costin-Anton, Boiangiu ; Raducanu, Bogdan ; Spataru, Andrei-Cristian
Author_Institution :
Comput. Sci. Dept., Politeh. Univ. of Bucharest, Bucharest, Romania
Abstract :
This paper describes an approach towards an orientation and skew detection for texts in scanned documents. Before using OCR systems to obtain character information from images, a preprocessing stage, comprising a number of adjustments, has to be performed in order to obtain accurate results. One important operation that has to be considered is the skew correction, or deskewing, of the image, a fault that arises from an incorrect scanning process. This paper presents an iterative method for detecting the text orientation and skew angle, method based on histogram processing.
Keywords :
document image processing; object detection; optical character recognition; text analysis; OCR systems; high-precision orientation; histogram processing; optical character recognition system; scanned documents; skew correction; skew detection; text orientation; Computer errors; Computer science; Histograms; Image analysis; Image coding; Image converters; Optical character recognition software; Optical filters; Pixel; Voting;
Conference_Titel :
Intelligent Computer Communication and Processing, 2009. ICCP 2009. IEEE 5th International Conference on
Conference_Location :
Cluj-Napoca
Print_ISBN :
978-1-4244-5007-7
DOI :
10.1109/ICCP.2009.5284773