Buch


Fundamentals of Image Data Mining

Fundamentals of Image Data Mining

-Analysis, Features, Classification and Retrieval-

Dengsheng Zhang

 

64,19 EUR
Lieferzeit 12-13 Tage



64,19 EUR
Lieferzeit 12-13 Tage



Autorinformation
Inhaltsverzeichnis
Pressestimmen


Übersicht


Verlag : Springer International Publishing
Buchreihe : Texts in Computer Science
Sprache : Englisch
Erschienen : 14. 08. 2020
Seiten : 314
Einband : Kartoniert
Höhe : 235 mm
Breite : 155 mm
ISBN : 9783030179915
Sprache : Englisch

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Autorinformation


Dr. Dengsheng Zhang is a Senior Lecturer in the School of Science, Engineering and Information Technology at Federation University Australia.---Textbook & Academic Authors Association 2020 Most Promising New Textbook Award Winner!The judges said:"Fundamentals of Image Data Mining provides excellent coverage of current algorithms and techniques in image analysis. It does this using a progression of essential and novel image processing tools that give students an in-depth understanding of how the tools fit together and how to apply them to problems."

Inhaltsverzeichnis


Part I: Preliminaries.- Fourier Transform.- Windowed Fourier Transform.- Wavelet Transform.- Part II: Image Representation and Feature Extraction.- Color Feature Extraction.- Texture Feature Extraction.- Shape Representation.- Part III: Image Classification and Annotation.- Bayesian Classification.- Support Vector Machines.- Artificial Neural Networks.- Image Annotation with Decision Trees.- Part IV: Image Retrieval and Presentation.- Image Indexing.- Image Ranking.- Image Presentation.- Appendix: Deriving the Conditional Probability of a Gaussian Process.

Pressestimmen


“The book is clearly written and the chapters follow a logical order. Almost all the figures are in color, which adds extra value to the explanation. … the book should be useful to anyone interested in mining image data and would certainly be a valuable addition to their personal library.” (Hector Antonio Villa-Martinez, Computing Reviews, September 21, 2020)

Deine Buchhandlung


Buchhandlung LeseLust
Inh. Gernod Siering

Georgenstraße 2
99817 Eisenach

03691/733822
kontakt@leselust-eisenach.de

Montag-Freitag 9-17 Uhr
Sonnabend 10-14 Uhr



Deine Buchhandlung
Buchhandlung LeseLust
Inh. Gernod Siering

Georgenstraße 2
99817 Eisenach

03691/733822
kontakt@leselust-eisenach.de

Montag-Freitag 9-17 Uhr
Sonnabend 10-14 Uhr