DocumentCode
3020491
Title
Sequential correction of perspective warp in camera-based documents
Author
Monnier, Camille ; Ablavsky, Vitaly ; Holden, Steve ; Snorrason, Magnús
Author_Institution
Charles River Analytics Inc., Cambridge, MA, USA
fYear
2005
fDate
29 Aug.-1 Sept. 2005
Firstpage
394
Abstract
Documents captured with hand-held devices, such as digital cameras often exhibit perspective warp artifacts. These artifacts pose problems for OCR systems which at best can only handle in-plane rotation. We propose a method for recovering the planar appearance of an input document image by examining the vertical rate of change in scale of features in the document. Our method makes fewer assumptions about the document structure than do previously published algorithms.
Keywords
cameras; document image processing; feature extraction; optical character recognition; OCR system; camera-based document; digital camera; document image processing; document structure; hand-held device; perspective warp artifact; sequential correction; Computer science; Digital cameras; Image analysis; Image edge detection; Information analysis; Nearest neighbor searches; Optical character recognition software; Optical distortion; Rivers; Text analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Document Analysis and Recognition, 2005. Proceedings. Eighth International Conference on
ISSN
1520-5263
Print_ISBN
0-7695-2420-6
Type
conf
DOI
10.1109/ICDAR.2005.216
Filename
1575576
Link To Document