Description |
1 online resource (xv, 213 pages) : illustrations (some color) |
Contents |
1. Fuzzy subsets and operations -- 2. Image processing in an imprecise environment -- 3. Fuzzy similarity measure, measure of fuzziness, and entropy -- 4. Fuzzy image preprocessing -- 5. Thresholding detection in fuzzy images -- 6. Fuzzy match-based region extraction -- 7. Fuzzy edge detection -- 8. Fuzzy content-based image retrieval -- 9. Fuzzy methods in pattern classification -- 10. Application of fuzzy set theory in remote sensing -- 11. MATLABʼ programs |
Summary |
In contrast to classical image analysis methods that employ ""crisp"" mathematics, fuzzy set techniques provide an elegant foundation and a set of rich methodologies for diverse image-processing tasks. However, a solid understanding of fuzzy processing requires a firm grasp of essential principles and background knowledge. Fuzzy Image Processing and Applications with MATLAB® presents the integral science and essential mathematics behind this exciting and dynamic branch of image processing, which is becoming increasingly important to applications in areas such as remote sensing, medical imaging, |
Bibliography |
Includes bibliographical references and index |
Notes |
Print version record |
SUBJECT |
MATLAB. http://id.loc.gov/authorities/names/n92036881
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MATLAB fast |
Subject |
Image processing -- Digital techniques -- Mathematics
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Fuzzy mathematics.
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TECHNOLOGY & ENGINEERING -- Mechanical.
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Fuzzy mathematics
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Image processing -- Digital techniques -- Mathematics
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Form |
Electronic book
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Author |
Ray, Ajoy K., 1954-
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ISBN |
9781439807095 |
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1439807094 |
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9781315218328 |
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1315218321 |
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9781351825528 |
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1351825526 |
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