Contact
How to shop
Delivery
Shopping guide
Computational Intelligence in Multi-Feature Visual Pattern Recognition
Hand Posture and Face Recognition using Biologically Inspired Approaches
English
285 b
Up to 30 days for returns
Customers also purchased
/
Paperback
14 123
Ft
/
Paperback
6 165
Ft
/
Paperback
11 864
Ft
This book presents a collection of computational intelligence algorithms that addresses issues in visual pattern recognition such as high computational complexity, abundance of pattern features, sensitivity to size and shape variations and poor performance against complex backgrounds. The book has 3 parts. Part 1 describes various research issues in the field with a survey of the related literature. Part 2 presents computational intelligence based algorithms for feature selection and classification. The algorithms are discriminative and fast. The main application area considered is hand posture recognition. The book also discusses utility of these algorithms in other visual as well as non-visual pattern recognition tasks including face recognition, general object recognition and cancer / tumor classification. Part 3 presents biologically inspired algorithms for feature extraction. The visual cortex model based features discussed have invariance with respect to appearance and size of the hand, and provide good inter class discrimination. A Bayesian model of visual attention is described which is effective in handling complex background problem in hand posture recognition.§The book provides qualitative and quantitative performance comparisons for the algorithms outlined, with other standard methods in machine learning and computer vision. The book is self-contained with several figures, charts, tables and equations helping the reader to understand the material presented without instruction.§
About the book
English
Give this book today
It's easy
1 Add to cart and choose Deliver as present at the checkout 2 We'll send you a voucher 3 The book will arrive at the recipient's addressYou might also be interested in
/
Paperback
14 442
Ft
/
Paperback
6 425
Ft
/
Paperback
6 972
Ft
Hi! I'm Libroamiko, your book advisor.
How can I help you?