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2D Face Recognition Using Interval Type-2 Fuzzy Logic

Name: 2D Face Recognition Using Interval Type-2 Fuzzy Logic
Brand: Noor Publishing
SKU: 15867633
Price: 44.5 EUR
Availability: InStock
Author: Ali Al-daamee
ISBN: 9783330799080

Ali Al-daamee

Language

English

Book Paperback

Libristo code: 15867633

Publishers Noor Publishing, February 2017

This book is organized as follows: Chapter 2: covers the background and literature survey on face Re... Full description

Libristo code: 15867633

108 b

44.50 €

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This book is organized as follows: Chapter 2: covers the background and literature survey on face Recognition issues, the taxonomy of face Recognition process, and face recognition algorithms. Chapter 3: describes, in detail, the proposed face Recognition method that utilizes Interval Type-2 Fuzzy Logic to the treatment of uncertainty in 2D face recognition systems. Chapter 4: reports selected results from the experimental evaluation including several experimental results performed to ascertain and assess the accuracy and robustness of the proposed approach. Chapter 5: conclusions are presented in this chapter indicating the improved performance to the proposed approach 2D face recognition system based on fisher discriminant criterion and fuzzy set theory. The system calculates membership degree matrix through a generalized version of fuzzy KNN algorithm called interval type-2 fuzzy KNN that includes refined information about class membership of the patterns.