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....

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Chaki, Nabendu (Συγγραφέας), Shaikh, Soharab Hossain (Συγγραφέας), Saeed, Khalid (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: New Delhi : Springer India : Imprint: Springer, 2014.
Σειρά:Studies in Computational Intelligence, 560
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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100 1 |a Chaki, Nabendu.  |e author. 
245 1 0 |a Exploring Image Binarization Techniques  |h [electronic resource] /  |c by Nabendu Chaki, Soharab Hossain Shaikh, Khalid Saeed. 
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 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
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490 1 |a Studies in Computational Intelligence,  |x 1860-949X ;  |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 Engineering. 
650 0 |a Image processing. 
650 0 |a Computational intelligence. 
650 1 4 |a Engineering. 
650 2 4 |a Signal, Image and Speech Processing. 
650 2 4 |a Image Processing and Computer Vision. 
650 2 4 |a Computational Intelligence. 
700 1 |a Shaikh, Soharab Hossain.  |e author. 
700 1 |a Saeed, Khalid.  |e author. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9788132219064 
830 0 |a Studies in Computational Intelligence,  |x 1860-949X ;  |v 560 
856 4 0 |u http://dx.doi.org/10.1007/978-81-322-1907-1  |z Full Text via HEAL-Link 
912 |a ZDB-2-ENG 
950 |a Engineering (Springer-11647)