Authentication Based on Texture Analysis And SVM Classification
Sanjay Kumar Mohanty, Prasant Kumar Pattnaik · International Journal of Instrumentation Control and Automation · 2011
This paper presents for identification and here used a fusion mechanism that amalgamates both, a Canny Edge detection and a Circular Hough Transform to detect the iris boundaries in the eye’s digital image. We then applied the Gabor Wavelet filter instead of using 1D Log-Gabor filter in order to exact the deterministic patterns in a person’s iris in the form of a feature vector. By comparing the quantized vectors using the Hamming Distance operator, we determine finally and for classification used Support vector Machine.