FACE SKETCH GENERATION USING EVOLUTIONARY COMPUTING

FACE SKETCH GENERATION USING EVOLUTIONARY COMPUTING

N K Bansode1 and P K Sinha2

1Department of Computer Engineering, College of Engineering, Pune

ABSTRACT

In this paper, an evolutionary genetic algorithm is used to generate face sketch from the face description. Face sketch generation without face image is extremely important for the law enforcement agencies. The genetic algorithm is used for generating face sketch through several iterations of the algorithm. The face image description is captured through graphical user interface just by clicking options for each face features. Face features are used to extract face images and generate initial population for the genetic algorithm. Genetic operators such as selection, crossover and mutation are used for next generation of the population. The Genetic algorithm cycle is repeated until the user is satisfied with face sketch generated. The novelty of the paper includes face sketch generation from face image description. The result shows that evolutionary based technique for sketch generation produces the desired face sketch.

KEYWORDS

Evolutionary Computing, Genetic Algorithm, Face Sketch Generation 

ORIGINAL SOURCE URL : http://aircconline.com/ijsc/V7N4/7416ijsc01.pdf

http://airccse.org/journal/ijsc/current2016.html

Biometric Iris Recognition Based on Hybrid Technique

Biometric Iris Recognition Based on Hybrid Technique

Khattab M. Ali Alheeti

Department of Information Systems, Anbar University College of Computer, Iraq

ABSTRACT

Iris Recognition is one of the important biometric recognition systems that identify people based on their eyes and iris. In this paper the iris recognition algorithm is implemented via histogram equalization and wavelet techniques. In this paper the iris recognition approach is implemented via many steps, these steps are concentrated on image capturing, enhancement and identification. Different types of edge detection mechanisms; Canny scheme, Prewitt scheme, Roberts scheme and Sobel scheme are used to detect iris boundaries in the eyes digital image. The implemented system gives adequate results via different types of iris images.

KEYWORDS

Iris Recognition, Biometrics Recognition, Wavelet Technology, Hybrid Technique and Feature Extraction. 

ORIGINAL SOURCE URL : http://airccse.org/journal/ijsc/papers/2411ijsc01.pdf

http://airccse.org/journal/ijsc/current2011.html