Contacto
Cómo comprar
Entrega
Guía de compras
Computational Intelligence in Multi-Feature Visual Pattern Recognition
Hand Posture and Face Recognition using Biologically Inspired Approaches
Inglés
249 b
Hasta 30 días para devoluciones
Clientes que también han comprado
/
Tapa blanda
36.59
€
/
Tapa blanda
29.09
€
/
Tapa dura
37.69
€
/
Tapa blanda
15.89
€
/
Tapa blanda
13.59
€
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.§
Sobre el libro
Inglés
Regale este libro hoy
Es fácil
1 Añadir al carrito y elegir Entregar como regalo en el checkout 2 Le enviaremos un vale 3 El libro llegará a la dirección del destinatarioTambién puede interesarle
/
Tapa blanda
92.29
€
/
Tapa blanda
39.69
€
/
Tapa blanda
18.39
€
/
Tapa blanda
14.49
€
/
Tapa blanda
18.09
€
/
Tapa blanda
19.19
€
¡Hola! Soy Libroamiko, tu asesor de libros.
¿Cómo puedo ayudarte?