Image Color Feature Extraction Techniques
Fundamentals and Applications
(Sprache: Englisch)
This book introduces a range of image color feature extraction techniques. Readers are encouraged to try implementing the techniques discussed here on their own, all of which are presented in a very simple and step-by-step manner. In addition, the...
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Klappentext zu „Image Color Feature Extraction Techniques “
This book introduces a range of image color feature extraction techniques. Readers are encouraged to try implementing the techniques discussed here on their own, all of which are presented in a very simple and step-by-step manner. In addition, the book can be used as an introduction to image color feature techniques for those who are new to the research field and software. The techniques are very easy to understand as most of them are described with pictorial examples. Not only the techniques themselves, but also their applications are covered. Accordingly, the book offers a valuable guide to these tools, which are a vital component of content-based image retrieval (CBIR).
Inhaltsverzeichnis zu „Image Color Feature Extraction Techniques “
Introduction to Image Color Feature.- Histogram based Image Color Feature.- : MPEG-7 based Image Color Feature.- Other Image Color Feature Extraction Techniques.- Applications of Color Features.Autoren-Porträt von Jyotismita Chaki, Nilanjan Dey
Dr. JyotismitaChaki is an Assistant Professor at the School of Information Technology and Engineering,Vellore Institute of Technology, Vellore, India. Holding a PhD (Engg) from Jadavpur University, Kolkata, India, her research interests include: Computer Vision and Image Processing, Artificial Intelligence, Pattern Recognition, Medical Imaging, Soft Computing, Data Mining, and Machine Learning. She has authored many papers for journals and international conference proceedings, as well as the following books: (1) A Beginner's Guide to Image Preprocessing Techniques (CRC Press, Taylor and Francis), (2) A Beginner's Guide to Image Shape Feature Extraction Techniques (CRC Press, Taylor and Francis), and (3) Texture Feature Extraction Techniques for Image Recognition (Springer). She has served as a reviewer for several journals, including Applied Soft Computing (Elsevier), Biosystem Engineering (Elsevier), Pattern Recognition Letters (Elsevier), Journal of Visual Communication and Image Representation (Elsevier), and Signal Image and Video Processing (Springer).
Bibliographische Angaben
- Autoren: Jyotismita Chaki , Nilanjan Dey
- 2020, 1st ed. 2021, XII, 83 Seiten, 31 farbige Abbildungen, Maße: 15,7 x 23,6 cm, Kartoniert (TB), Englisch
- Verlag: Springer, Berlin
- ISBN-10: 9811557608
- ISBN-13: 9789811557606
Sprache:
Englisch
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