3611

3410

كارشناسي ارشد

هوش مصنوعي

اصفهان: دانشگاه صنعتي اصفهان، دانشكده برق و كامپيوتر

1386

نه، 125، [II] ص.: مصور، جدول، نمودار

ص. ع. به فارسي و انگليسي

جواد عسكري، سعيد صدري

محمدحسين سرايي

6/6/86

شادرخ سماوي، محمدرضا احمدزاده

1396/02/24

كتابنامه

برق و كامپيوتر

مهندسي برق و كامپيوتر

ID3410

به فارسي و انگليسي: قابل رويت در نسخه ديجيتال

AbstractFace recognition is a biometric identification method which in comparison with othermethods such as finger print identification speech signature hand written and irisrecognition is shown to be more important both theoretically and practically In principle the biometric identification methods include a wide range of fields such as machine vision image processing pattern recognition and neural network It has various applications suchas in film processing control access networks etc During recent years the automaticrecognition of a human face has become an important problem in pattern recognition Thereason is that structural similarity of human faces on one side and great impact ofillumination conditions facial expression and face orientation on the other side have madeface recognition one of the most challenging problems in pattern recognition In this thesisthe advantages of face recognition system comparing to other biometric systems ismentioned Several important algorithms of face recognition are reviewed and theappearance based methods are introduced which can be categorized into linear andnonlinear methods Also some methods are introduced for increasing the recognition ratesuch as CCA and KPCA Distance based and RBF neural network classification methodsare introduced and simulation results upon two famous databases are presented

جواد عسكري، سعيد صدري

محمدحسين سرايي

شادرخ سماوي، محمدرضا احمدزاده