title: A new method for fusion, denoising and enhancement of x-ray images retrieved from Talbot-Lau grating interferometry.
abstract: This paper introduces a new image denoising, fusion and enhancement framework for combining and optimal visualization of x-ray attenuation contrast (AC), differential phase contrast (DPC) and dark-field contrast (DFC) images retrieved from x-ray Talbot-Lau grating interferometry. The new image fusion framework comprises three steps: (i) denoising each input image (AC, DPC and DFC) through adaptive Wiener filtering, (ii) performing a two-step image fusion process based on the shift-invariant wavelet transform, i.e. first fusing the AC with the DPC image and then fusing the resulting image with the DFC image, and finally (iii) enhancing the fused image to obtain a final image using adaptive histogram equalization, adaptive sharpening and contrast optimization. Application examples are presented for two biological objects (a human tooth and a cherry) and the proposed method is compared to two recently published AC/DPC/DFC image processing techniques. In conclusion, the new framework for the processing of AC, DPC and DFC allows the most relevant features of all three images to be combined in one image while reducing the noise and enhancing adaptively the relevant image features. The newly developed framework may be used in technical and medical applications.
authors.affiliation: Biomedical Optics Research Laboratory, Division of Neonatology, University Hospital Zurich, 8091 Zurich, Switzerland.
authors.forename: Felix
authors.initials: F
authors.lastname: Scholkmann
authors.forename: Vincent
authors.initials: V
authors.lastname: Revol
authors.forename: Rolf
authors.initials: R
authors.lastname: Kaufmann
authors.forename: Heidrun
authors.initials: H
authors.lastname: Baronowski
authors.forename: Christian
authors.initials: C
authors.lastname: Kottler
mesh_terms: D000465:Algorithms; D006801:Humans; D007089:Image Enhancement / Q000379:methods*; D007368:Interferometry; D027861:Prunus; D059629:Signal-To-Noise Ratio; D014070:Tooth; D014965:X-Rays