Title :
Comparison of curvelet and contourlet transforms for retinal analysis
Author :
Johnson, R.C. ; Padmagireesan, S.J. ; Raheem, Ali ; Pillai, A.V.
Author_Institution :
Dept. of AEI, Rajagiri Sch. of Eng. & Technol., Kakkanadu, India
Abstract :
There has been much research about using curvelet transform for retinal analysis. Other multiscale geometrical tools, such as contourlet and wavelet, have also been used for retinal analysis, thus it is interesting to know which method performs best, especially under illumination and contrast changes. In this paper, we make a systematic comparison of curvelet and contourlet for retinal image analysis , and find the best subband irrelevant to contrast and illumination changes.
Keywords :
biomedical optical imaging; curvelet transforms; eye; image segmentation; medical image processing; contourlet transforms; contrast changes; curvelet transforms; illumination; image segmentation; multiscale geometrical tools; optical imaging; retinal image analysis; Accuracy; Image resolution; Image segmentation; Retinal vessels; Wavelet transforms; contourlet; curvelet; illumination; multiscale geometical tools;
Conference_Titel :
India Conference (INDICON), 2012 Annual IEEE
Conference_Location :
Kochi
Print_ISBN :
978-1-4673-2270-6
DOI :
10.1109/INDCON.2012.6420803