Multiresolution Analysis Using Wavelet, Ridgelet, and Curvelet Transforms for Medical Image Segmentation

Table 5

Segmentation techniques’ performance based on patient data (kidney cancer data).

Segmentation technique	Cancer area accuracy (%)	MSE	PSNR (dB)	Data loss
DWT
Haar	91.0	102.7	35.2	Normal
Daubechies	89.5	104.5	34.3	Normal
Wavelet Packet	83.2	111.2	30.9	Normal
Ridgelet	—	109.9	30.3	High
Curvelet	96.2	88.2	29.5	Normal