Soft Computing for Image and Multimedia Data Processing

• Main Authors: Bhattacharyya, Siddhartha. (Author), Maulik, Ujjwal. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
• Subjects: Computer science.; Data mining.; Artificial intelligence.; Computer vision.; Engineering.; Computer Science.; Artificial Intelligence (incl. Robotics).; Image Processing and Computer Vision.; Computational Intelligence.; Data Mining and Knowledge Discovery.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-642-40255-5

Proper analysis of image and multimedia data requires efficient extraction and segmentation techniques. Among the many computational intelligence approaches, the soft computing paradigm is best equipped with several tools and techniques that incorporate intelligent concepts and principles. This book...

Table of Contents:

• Chap. 1 Introduction
• Chap. 2 Transformation-Invariant Image Recognition Using Multilayer Perceptron
• Chap. 3 Energy Efficient Intelligent Lighting Control Using a Multilayer Perceptron
• Chap. 4 Target Tracking Using Fuzzy Hostility Induced Segmentation of Optical Flow Field
• Chap. 5 Binary Object Extraction by Bidirectional Self-organizing Neural Network Architecture
• Chap. 6 Multilevel Object Extraction by BDSONN Architecture
• Chap. 7 Color Object Extraction by Parallel BDSONN Architecture
• Chap. 8 Gray-Scale Image Edge Detection Using Rough Sets
• References
• Index.