02575nam a2200277 a 4500 vtls000054751 KUKTEM 20251114204450.0 110714t2010 my a f m 000 0 eng d THE0007049(Local) 201906131009 hanafiah 201107141255 ida 201107141255 ida 201107141236 ida UMP TK7882.B56 A44 2010 rs Bc. Alfatihah Abdullah Face recognition using neural network / Alfatihah Abdullah Face recognition using neural network [computer file] Kuantan, Pahang : UMP, 2010 xiv, 62 p. : ill. (some col.) ; 30 cm. + 1 computer disc Project paper (Bachelor of Electrical Engineering (Electronics)) -- Universiti Malaysia Pahang - 2010 Bibliography : p. 57-59 Facial recognition systems are computer-based security systems that are able to automatically detect and identify human faces. Facial recognition has gained increasing interest in the recent decade. Over the years there have been several techniques being developed to achieve high success rate of accuracy in the identification and verification of individuals for authentication in security systems. This project experiments the concept of neural network for facial recognition that can differentiate and recognize face of image. This face recognition system begins with image pre-processing and then the output image is trained using Backpropagation algorithm. Backpropagation network learns by training the inputs, calculating the error between the real output and target output, and propagates back the error to the network to modify the weights until the desired output is obtained. After training the network, the recognition system is tested to ensure that the system can recognize the pattern of each face image. The purpose of this project is to recognize face of image for the recognition analysis using Neural Network. This project is mainly concern with offline facial recognition systems using purely image processing technique. The system will find database image has a maximum percentage on similarity of the pattern of the image. This project is also to design a pattern recognition system by applying Neural Network Toolbox in MATLAB software. Biometric identification Human face recognition (Computer science) Neural networks (Computer science) 0 0 0 1 20000 20000 2019-09-04 0 TK7882.B56 A44 2010 rs Bc. 0000058484 2019-09-04 00:00:00 1 2019-09-04 PSM 0 0 0 1 20000 20000 2019-09-04 0 CD 5418 | TK7882.B56 A44 2010 rs Bc. 0000058485 2019-09-04 00:00:00 1 2019-09-04 PSM VIRTUA40 2499 2505 VTLSSORT0080*0200*0400*0900*1000*2450*2460*2600*3000*5020*5040*5200*6500*6501*6502*9992