Gabor wavelet application in image processing
조회 수: 11 (최근 30일)
이전 댓글 표시
hello, I used the wavelet of Gabor for the extraction of image texture features. I calculate the characteristics of Gabor in 5 scales and 6 orientations and with the following parameters: minWaveLength = 3; mult = 1.7; sigmaOnf = 0.65; dThetaOnSigma = 1.3; k = 0; polarity =0. and I got filters like these:

which is completely different from the results obtained in the links I liked: http://www.peterkovesi.com/matlabfns/PhaseCongruency/Docs/convexpl.html
For the angular component of filter (within 6 orientations) I got:

For the radialcomponent of filter (within 5 orientations) I got:

I do not know if I hurt chosen filter parameters or if there is another problem because the image obtained after the convolution does not visualize the edges (black image). and for the classification results of the texture FEATURES of the images, I obtained a low accuracy. Any idea about these results ??
댓글 수: 0
답변 (0개)
참고 항목
카테고리
Help Center 및 File Exchange에서 Denoising and Compression에 대해 자세히 알아보기
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!