DocumentCode :
3140980
Title :
Document image layout comparison and classification
Author :
Hu, Jianying ; Kashi, Ramanujan ; Wilfong, Gordon
Author_Institution :
Lucent Technol., AT&T Bell Labs., Murray Hill, NJ, USA
fYear :
1999
fDate :
20-22 Sep 1999
Firstpage :
285
Lastpage :
288
Abstract :
The paper describes features and methods for document image comparison and classification at the spatial layout level. The methods are useful for visual similarity based document retrieval as well as fast algorithms for initial document type classification without OCR. A novel feature set called interval encoding is introduced to capture elements of spatial layout. This feature set encodes region layout information in fixed-length vectors which can be used for fast page layout comparison. The paper describes experiments and results to rank-order a set of document pages in terms of their layout similarity to a test document. We also demonstrate the usefulness of the features derived from interval encoding in a hidden Markov model based page layout classification system that is trainable and extendible
Keywords :
document image processing; encoding; hidden Markov models; image classification; information retrieval; HMM; document image classification; document image layout comparison; document pages; fast algorithms; fast page layout comparison; fixed-length vectors; hidden Markov model based page layout classification system; initial document type classification; interval encoding; layout similarity; region layout information; spatial layout; spatial layout level; test document; visual similarity based document retrieval; Data mining; Electronic switching systems; Image databases; Image retrieval; Information retrieval; Optical character recognition software; Shape measurement; Spatial databases; Spatial resolution; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Document Analysis and Recognition, 1999. ICDAR '99. Proceedings of the Fifth International Conference on
Conference_Location :
Bangalore
Print_ISBN :
0-7695-0318-7
Type :
conf
DOI :
10.1109/ICDAR.1999.791780
Filename :
791780
Link To Document :
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