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Exploring Image Binarization Techniques

The book focuses on an image processing technique known as binarization. It provides a comprehensive survey over existing binarization techniques for both document and graphic images. A number of evaluation techniques have been presented for quantitative comparison of different binarization methods....

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Chaki, Nabendu (Autor), Shaikh, Soharab Hossain (Autor), Saeed, Khalid (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New Delhi : Springer India : Imprint: Springer, 2014.
Edición:1st ed. 2014.
Colección:Studies in Computational Intelligence, 560
Temas:
Acceso en línea:Texto Completo

MARC

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100 1 |a Chaki, Nabendu.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
245 1 0 |a Exploring Image Binarization Techniques  |h [electronic resource] /  |c by Nabendu Chaki, Soharab Hossain Shaikh, Khalid Saeed. 
250 |a 1st ed. 2014. 
264 1 |a New Delhi :  |b Springer India :  |b Imprint: Springer,  |c 2014. 
300 |a XII, 82 p. 34 illus.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
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490 1 |a Studies in Computational Intelligence,  |x 1860-9503 ;  |v 560 
505 0 |a Introduction -- A Comprehensive Survey on Image Binarization Techniques -- A New Image Binarization Technique using Iterative Partitioning -- A Framework for Creating Reference Image for Degraded Document Images -- Image Binarization and Its Applications -- Conclusions. 
520 |a The book focuses on an image processing technique known as binarization. It provides a comprehensive survey over existing binarization techniques for both document and graphic images. A number of evaluation techniques have been presented for quantitative comparison of different binarization methods. The book provides results obtained comparing a number of standard and widely used binarization algorithms using some standard evaluation metrics. The comparative results presented in tables and charts facilitates understanding the process. In addition to this, the book presents techniques for preparing a reference image which is very much important for quantitative evaluation of the binarization techniques. The results are produced taking image samples from standard image databases. 
650 0 |a Signal processing. 
650 0 |a Computer vision. 
650 0 |a Computational intelligence. 
650 1 4 |a Signal, Speech and Image Processing . 
650 2 4 |a Computer Vision. 
650 2 4 |a Computational Intelligence. 
700 1 |a Shaikh, Soharab Hossain.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
700 1 |a Saeed, Khalid.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
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830 0 |a Studies in Computational Intelligence,  |x 1860-9503 ;  |v 560 
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