Computational Intelligence in Image Processing || Multiobjective PSO for Hyperspectral Image Clustering
β Scribed by Chatterjee, Amitava; Siarry, Patrick
- Book ID
- 118065116
- Publisher
- Springer Berlin Heidelberg
- Year
- 2012
- Tongue
- German
- Weight
- 1015 KB
- Edition
- 2013
- Category
- Article
- ISBN
- 3642306217
No coin nor oath required. For personal study only.
β¦ Synopsis
Computational intelligence based techniques have firmly established themselves as viable, alternate, mathematical tools for more than a decade. They have been extensively employed in many systems and application domains, among these signal processing, automatic control, industrial and consumer electronics, robotics, finance, manufacturing systems, electric power systems, and power electronics. Image processing is also an extremely potent area which has attracted the attenΒtion of many researchers who are interested in the development of new computational intelligence-based techniques and their suitable applications, in both research probΒlems and in real-world problems. Part I of the book discusses several image preprocessing algorithms; Part II broadly covers image compression algorithms; Part III demonstrates how computational intelligence-based techniques can be effectively utilized for image analysis purposes; and Part IV shows how pattern recognition, classification and clustering-based techniques can be developed for the purpose of image inferencing. The book offers a unified view of the modern computational intelligence techΒniques required to solve real-world problems and it is suitable as a reference for engineers, researchers and graduate students.
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