TY - GEN
T1 - Features for neural net based region identification of newspaper documents
AU - Andersen, Tim
AU - Zhang, Wei
N1 - Publisher Copyright:
© 2003 IEEE.
PY - 2003
Y1 - 2003
N2 - Several features for Neural Network based document region identification are tested. Specifically, this paper examines features for non-text region identification. The Neural Network based region identification algorithm is a key component of a document recognition system that segments a document into regions, classifies them into text, graphic, photo, and other region types, and then uses this classification to guide the processing and analysis of the image. The input data are unusually challenging: low quality images of newspaper documents obtained from microfilmed archives. The results compare favorably with other results reported in the literature.
AB - Several features for Neural Network based document region identification are tested. Specifically, this paper examines features for non-text region identification. The Neural Network based region identification algorithm is a key component of a document recognition system that segments a document into regions, classifies them into text, graphic, photo, and other region types, and then uses this classification to guide the processing and analysis of the image. The input data are unusually challenging: low quality images of newspaper documents obtained from microfilmed archives. The results compare favorably with other results reported in the literature.
UR - http://www.scopus.com/inward/record.url?scp=84888307546&partnerID=8YFLogxK
U2 - 10.1109/ICDAR.2003.1227698
DO - 10.1109/ICDAR.2003.1227698
M3 - Conference contribution
AN - SCOPUS:84888307546
T3 - Proceedings of the International Conference on Document Analysis and Recognition, ICDAR
SP - 403
EP - 407
BT - Proceedings - 7th International Conference on Document Analysis and Recognition, ICDAR 2003
PB - IEEE Computer Society
T2 - 7th International Conference on Document Analysis and Recognition, ICDAR 2003
Y2 - 3 August 2003 through 6 August 2003
ER -