Conference/ProceedingsIWSSIP 2011, 18th International Conference on Systems, Signals and Image Processing
Start date16.06.2011
End date18.06.2011
AddressZmaja od Bosne 4, 71000 Sarajevo, Bosnia and Herzegovina
OrganisationFaculty of Electrical Engineering University of Sarajevo Bosnia and Herzegovina
Author(s)Woong Hee Kim, Jongwoon Hwang, Thomas Sikora
TitleDocument Capturing Method with a Camera using Robust Feature Points Detection
AbstractThis paper presents a method of capturing a document with a single camera based on the Hough transform with reduced angle domain. Document image capturing with a camera has some advantages over traditional flatbed scanners.
A problem of capturing a document with a camera is to find
a paper region in an image and find robust features to remove perspective distortions. If we have boundary infor-mation of a paper with a document to extract feature points, a homography could be estimated to remove per- spective distortions. In this paper, text regions in a document are removed with edge plane decomposition to detect the region and the boundary of a paper in an image from a camera, because characters in a document make outliers, which make it difficult to find features. After
removing text regions in a document, feature points to remove perspective distortions are extracted by the Hough transform in reduced angle domain from each decomposed edge plane. The experimental results show that the proposed method successfully removes text regions, which are out-
liers of finding line features to eliminate perspective distortions. A document region is extracted from the image successfully.
Key wordsmultimedia analysis, document capture, feature detection, homography, Hough transform
Note5 Seiten