Descripción del título
The bookfocuses 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 bookprovides 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
Monografía
monografia Rebiun36174223 https://catalogo.rebiun.org/rebiun/record/Rebiun36174223 m o d | cr#nn#008mamaa 140514s2014 ii s 00 0 eng d 9788132219071 9788132219088 9788132219064 9788132228936 10.1007/978-81-322-1907-1 doi UMA.RE eng TTBM bicssc UYS bicssc TEC008000 bisacsh COM073000 bisacsh 621.382 23 Chaki, Nabendu. aut. http://id.loc.gov/vocabulary/relators/aut Exploring Image Binarization Techniques Recurso electrónico] by Nabendu Chaki, Soharab Hossain Shaikh, Khalid Saeed New Delhi Springer India 2014 New Delhi New Delhi Springer India New Delhi Springer India Imprint: Springer 2014 New Delhi New Delhi Springer India Imprint: Springer XII, 82 p. 34 il XII, 82 p. 34 il Text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Studies in Computational Intelligence 560 Bibliographic Level Mode of Issuance: Monograph 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 The bookfocuses 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 bookprovides 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 English Computer vision Engineering Signal, Image and Speech Processing. Image Processing and Computer Vision. Computational Intelligence. Computer vision Engineering Signal, Image and Speech Processing Image Processing and Computer Vision Computational Intelligence Shaikh, Soharab Hossain Saeed, Khalid 81-322-1906-6 Studies in Computational Intelligence 560