DocumentCode :
259960
Title :
Robust Camera Captured Image Mosaicking for Document Digitization and OCR Processing
Author :
Tiwari, Lokender ; Kumar, Bhupendra ; Patnaik, Tushar
Author_Institution :
Sch. of IT, Centre for Dev. of Adv. Comput., Noida, India
fYear :
2014
fDate :
22-24 Dec. 2014
Firstpage :
100
Lastpage :
105
Abstract :
People often capture document images from their mobile camera or handheld digital camera. These cameras are handy and can capture partial images of a big document like chart or new paper and text written on wall. Image mosaic king is the process of reconstructing the whole image from its constituent partial overlapped images. If partial images of a document are captured by flatbed scanner then mosaic of the document is obtained by simply estimating the homography which is a simple 2D transformation between partial images. While this is not the case when partial images are captured by mobile or handheld camera. Camera images are suffered from illumination change, scale change, change in viewpoint, perspective distortions and low resolution. In this paper we discussed a robust mosaicking approach for camera captured document images and its implementation results for the applications like document digitization and OCR processing.
Keywords :
cameras; document image processing; image capture; image reconstruction; image resolution; image segmentation; lighting; optical character recognition; 2D transformation; OCR processing; camera captured document images; change in viewpoint; document digitization; flatbed scanner; handheld digital camera; homography; illumination change; image reconstruction; image resolution; mobile camera; partial overlapped images; robust camera captured image mosaicking; scale change; Cameras; Equations; Mathematical model; Mobile communication; Optical character recognition software; Robustness; Silicon; affine correction; camera captured image mosaicking; document digitization; mosaic; projective correction; robust homography;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Technology (ICIT), 2014 International Conference on
Conference_Location :
Bhubaneswar
Print_ISBN :
978-1-4799-8083-3
Type :
conf
DOI :
10.1109/ICIT.2014.71
Filename :
7033304
Link To Document :
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