DocumentCode :
2483359
Title :
Illumination Reduction for Camera Captured Documents Using Block Processing and Homomorphic Filtering Technique
Author :
Chethan, H.K. ; Kumar, G. Hemantha
Author_Institution :
DoS in Comput. Sci., Univ. of Mysore, Mysore, India
fYear :
2011
fDate :
3-5 June 2011
Firstpage :
350
Lastpage :
354
Abstract :
When acquiring document image using portable camera like mobile and other devices like HIDs in uncontrolled environment often, exhibits various forms of distortions to captured image, Which in turn degrades the quality of the image. Data quality of the image is highly affected by illumination. Therefore removal of such illumination and increase of data quality is necessary for human perception and machine recognition. In this paper, We propose a novel methodology for Illumination correction and data quality improvement for camera captured documents. The proposed methodology uses Homomorphic and Morphological filtering techniques to reduce illumination and some efficient binarization and enhancement techniques to improve data quality. Experimental results on camera captured documents shows that results obtained are encouragingly reliable, effective and efficient compared with the existing proven methods.
Keywords :
cameras; document image processing; lighting; HID; block processing; camera captured documents; data quality; document image; homomorphic filtering technique; human perception; illumination correction; illumination reduction; machine recognition; portable camera; Cameras; Feature extraction; Filtering; Kernel; Lighting; Principal component analysis; Support vector machines; Binarization; Data Quality; HIDs; Homomorphic Filtering; Illumination; Morphological;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communication Systems and Network Technologies (CSNT), 2011 International Conference on
Conference_Location :
Katra, Jammu
Print_ISBN :
978-1-4577-0543-4
Electronic_ISBN :
978-0-7695-4437-3
Type :
conf
DOI :
10.1109/CSNT.2011.79
Filename :
5966467
Link To Document :
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