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
fDate :
29 Aug.-1 Sept. 2005
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;
Conference_Titel :
Document Analysis and Recognition, 2005. Proceedings. Eighth International Conference on
Print_ISBN :
0-7695-2420-6
DOI :
10.1109/ICDAR.2005.216