Exploring Image Binarization Techniques

Beschreibung

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.
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.
Provides quick reference to existing binarization techniques used for both document as well as graphic images Discusses suitable methods for a particular application Explains a number of quantitative evaluation techniques Presents methods for creating a reference image for comparison of different binarization algorithms Includes supplementary material: sn.pub/extras

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Nabendu Chaki

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Bi-level Thresholding Document Image Processing Graphic Image Processing Image Binarization Image Segmentation

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