Exploring Image Binarization Techniques (studies In Computational Intelligence)
by Nabendu Chaki /
2014 / English / PDF
7.6 MB Download
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.