Independent Component Analysis of Edge Information for Face Recognition

Nonfiction, Computers, Advanced Computing, Engineering, Computer Vision, Science & Nature, Technology, Electronics
Cover of the book Independent Component Analysis of Edge Information for Face Recognition by Kailash Jagannath Karande, Sanjay Nilkanth Talbar, Springer India
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Kailash Jagannath Karande, Sanjay Nilkanth Talbar ISBN: 9788132215127
Publisher: Springer India Publication: July 15, 2013
Imprint: Springer Language: English
Author: Kailash Jagannath Karande, Sanjay Nilkanth Talbar
ISBN: 9788132215127
Publisher: Springer India
Publication: July 15, 2013
Imprint: Springer
Language: English

The book presents research work on face recognition using edge information as features for face recognition with ICA algorithms. The independent components are extracted from edge information. These independent components are used with classifiers to match the facial images for recognition purpose. In their study, authors have explored Canny and LOG edge detectors as standard edge detection methods. Oriented Laplacian of Gaussian (OLOG) method is explored to extract the edge information with different orientations of Laplacian pyramid. Multiscale wavelet model for edge detection is also proposed to extract edge information. The book provides insights for advance research work in the area of image processing and biometrics.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

The book presents research work on face recognition using edge information as features for face recognition with ICA algorithms. The independent components are extracted from edge information. These independent components are used with classifiers to match the facial images for recognition purpose. In their study, authors have explored Canny and LOG edge detectors as standard edge detection methods. Oriented Laplacian of Gaussian (OLOG) method is explored to extract the edge information with different orientations of Laplacian pyramid. Multiscale wavelet model for edge detection is also proposed to extract edge information. The book provides insights for advance research work in the area of image processing and biometrics.

More books from Springer India

Cover of the book Artificial Intelligence and Evolutionary Algorithms in Engineering Systems by Kailash Jagannath Karande, Sanjay Nilkanth Talbar
Cover of the book Proceedings of the 4th International Conference on Frontiers in Intelligent Computing: Theory and Applications (FICTA) 2015 by Kailash Jagannath Karande, Sanjay Nilkanth Talbar
Cover of the book Anatomy of Global Stock Market Crashes by Kailash Jagannath Karande, Sanjay Nilkanth Talbar
Cover of the book Heidegger and Development in the Global South by Kailash Jagannath Karande, Sanjay Nilkanth Talbar
Cover of the book Breast Diseases by Kailash Jagannath Karande, Sanjay Nilkanth Talbar
Cover of the book Plant Growth Promoting Rhizobacteria for Horticultural Crop Protection by Kailash Jagannath Karande, Sanjay Nilkanth Talbar
Cover of the book Schistosomes and Schistosomiasis in South Asia by Kailash Jagannath Karande, Sanjay Nilkanth Talbar
Cover of the book An Introduction to Phytoplanktons: Diversity and Ecology by Kailash Jagannath Karande, Sanjay Nilkanth Talbar
Cover of the book Managing in Recovering Markets by Kailash Jagannath Karande, Sanjay Nilkanth Talbar
Cover of the book Organised Retailing and Agri-Business by Kailash Jagannath Karande, Sanjay Nilkanth Talbar
Cover of the book Plant Tolerance to Individual and Concurrent Stresses by Kailash Jagannath Karande, Sanjay Nilkanth Talbar
Cover of the book Herbal Drugs and Fingerprints by Kailash Jagannath Karande, Sanjay Nilkanth Talbar
Cover of the book Plant Microbe Symbiosis: Fundamentals and Advances by Kailash Jagannath Karande, Sanjay Nilkanth Talbar
Cover of the book Plant Tissue Culture: An Introductory Text by Kailash Jagannath Karande, Sanjay Nilkanth Talbar
Cover of the book Minimal Stimulation and Natural Cycle In Vitro Fertilization by Kailash Jagannath Karande, Sanjay Nilkanth Talbar
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy