Kontakt
Jak nakupovat
Doručení
Nákupní rádce
Computational Intelligence in Multi-Feature Visual Pattern Recognition
Hand Posture and Face Recognition using Biologically Inspired Approaches
Angličtina
249 b
Až 30 dní na vrácení zboží
Zákazníci také koupili
/
Brožovaná
895
Kč
/
Brožovaná
713
Kč
/
Pevná
837
Kč
/
Brožovaná
389
Kč
/
Brožovaná
310
Kč
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.§
Informace o knize
Angličtina
Kategorie
Darujte tuto knihu ještě dnes
Je to snadné
1 Přidejte knihu do košíku a zvolte doručit jako dárek 2 Obratem vám zašleme poukaz 3 Kniha dorazí na adresu obdarovanéhoMohlo by vás také zajímat
/
Brožovaná
1 917
Kč
/
Brožovaná
881
Kč
/
Brožovaná
395
Kč
/
Brožovaná
391
Kč
/
Brožovaná
423
Kč
Ahoj! Jsem Libroamiko, tvůj knižní rádce.
Jak ti můžu pomoct?