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Identification of Handwritten Characters Using Machine Learning
Sunil Agrawal
Identification of Handwritten Characters Using Machine Learning
Sunil Agrawal
The book gives an overview of the various steps involved in handwritten character recognition. It also familiarizes certain machine learning techniques. The performance of these techniques is compared based on some parameters for recognition of similar shaped handwritten Hindi characters. The importance of feature selection and its dimensionality is also shown. The key feature analyzed is how well a classifier performs if it is trained with data-set consisting of target as well as non-target characters.
Media | Książki Paperback Book (Książka z miękką okładką i klejonym grzbietem) |
Wydane | 24 maja 2013 |
ISBN13 | 9783659390500 |
Wydawcy | LAP LAMBERT Academic Publishing |
Strony | 84 |
Wymiary | 150 × 5 × 226 mm · 136 g |
Język | English |