By Pramod Kumar Pisharady,Prahlad Vadakkepat,Loh Ai Poh
This publication provides a set of computational intelligence algorithms that addresses matters in visible development attractiveness comparable to excessive computational complexity, abundance of development positive factors, sensitivity to dimension and form adaptations and terrible functionality opposed to advanced backgrounds. The booklet has three components. half 1 describes a variety of learn concerns within the box with a survey of the similar literature. half 2 offers computational intelligence dependent algorithms for function choice and class. The algorithms are discriminative and quickly. the most program region thought of is hand posture acceptance. The ebook additionally discusses application of those algorithms in different visible in addition to non-visual development popularity initiatives together with face reputation, basic item reputation and melanoma / tumor class. half three provides biologically encouraged algorithms for characteristic extraction. The visible cortex version dependent gains mentioned have invariance with appreciate to visual appeal and dimension of the hand, and supply solid inter classification discrimination. A Bayesian version of visible realization is defined that is powerful in dealing with advanced historical past challenge in hand posture recognition.
The booklet offers qualitative and quantitative functionality comparisons for the algorithms defined, with different commonplace equipment in desktop studying and machine imaginative and prescient. The ebook is self-contained with a number of figures, charts, tables and equations aiding the reader to appreciate the fabric offered with out instruction.
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Extra info for Computational Intelligence in Multi-Feature Visual Pattern Recognition: Hand Posture and Face Recognition using Biologically Inspired Approaches (Studies in Computational Intelligence)
Computational Intelligence in Multi-Feature Visual Pattern Recognition: Hand Posture and Face Recognition using Biologically Inspired Approaches (Studies in Computational Intelligence) by Pramod Kumar Pisharady,Prahlad Vadakkepat,Loh Ai Poh