It depends on the kind of noise, but for that application is often used anisotropic diffusion with the algorithm by Perona and Malik. This technique removes noise and enhances boundaries. I'm working with thermal images of face vascular pattern; feel free to contact me, maybe I could be of help.

Thank you sir.