Title :
Challenges in document recognition bottom up and top down processes
Author_Institution :
Dept. of Comput. Sci., State Univ. of New York, Stony Brook, NY, USA
Abstract :
Human vision is guided by context but it has been difficult to replicate that process in machine vision. On the other hand bar codes have a precise formal definition so that high level structure (the equivalent) of context is used to guide low level recognition. The paper discusses some of the processes involved in bar code reading and uses them to suggest novel processes for mechanical text reading
Keywords :
bar codes; character recognition; document image processing; image segmentation; mark scanning equipment; bar codes; bottom up processes; document recognition; low level recognition; machine vision; mechanical text reading; top down processes; Bars; Character recognition; Codes; Computer science; Decoding; Humans; Machine vision; Optical character recognition software; Safety; Shape;
Conference_Titel :
Pattern Recognition, 1996., Proceedings of the 13th International Conference on
Conference_Location :
Vienna
Print_ISBN :
0-8186-7282-X
DOI :
10.1109/ICPR.1996.547615