Title :
Efficient postprocessing algorithms for error correction in handwritten Hangul address and human name recognition
Author :
Lee, Seong-Whan ; Kim, Eun-Soon ; Min, Byung-Woo
Author_Institution :
Dept. of Comput. Sci., Chungbuk Nat. Univ., South Korea
Abstract :
Proposes efficient postprocessing algorithms for error correction in handwritten Hangul (Korean script) address and human name recognition. As the load on the character recognizer for the recognition of the administrative district part in addresses was reduced by restricting the candidate characters to be matched based on a hierarchical address lexicon, the processing speed and recognition rate were greatly improved. Also, the misrecognition results from the character recognizer were corrected by using efficient postprocessing algorithms based on backtracking. For the recognition of the human name part, misrecognition of human names could be effectively corrected by combining the a priori probability and the confusion probability of each character making up the human names
Keywords :
backtracking; character recognition; error correction; handwriting recognition; postal services; probability; Korean script; a priori probability; administrative district; backtracking; candidate characters; character recognizer; confusion probability; error correction; handwritten Hangul address recognition; hierarchical address lexicon; human name recognition; misrecognition; postprocessing algorithms; processing speed; recognition rate; Buildings; Character generation; Character recognition; Cities and towns; Computer science; Error correction; Handwriting recognition; Humans; Knowledge based systems; Laboratories;
Conference_Titel :
Document Analysis and Recognition, 1993., Proceedings of the Second International Conference on
Conference_Location :
Tsukuba Science City
Print_ISBN :
0-8186-4960-7
DOI :
10.1109/ICDAR.1993.395742