A vector space model for automatic indexing
Communications of the ACM
Ancient Initial Letters Indexing
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 02
Use of power law models in detecting region of interest
Pattern Recognition
A Stochastic Algorithm for Feature Selection in Pattern Recognition
The Journal of Machine Learning Research
Towards optimal bag-of-features for object categorization and semantic video retrieval
Proceedings of the 6th ACM international conference on Image and video retrieval
Drop Caps Decomposition for Indexing a New Letter Extraction Method
ICDAR '09 Proceedings of the 2009 10th International Conference on Document Analysis and Recognition
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This paper presents a method for graphical drop caps indexing. Drop caps are extracted from old books. Finding a method classifying them according to styles defined by the historian is of considerable interest. The developed method is a statistical approach, where all possible patterns included in a pixel mask are processed in order to extract indexes that characterize the image. Then these indexes are used to classify a query drop cap by searching its most similar drop caps in the indexed base.