Online ISSN: 2515-8260

Keywords : Denoising

Denoising And Inpainting Techniques forRestoration of Images

L Praveen Kumar, Akku Madhusudan, Anil Kumar Gona

European Journal of Molecular & Clinical Medicine, 2020, Volume 7, Issue 3, Pages 899-906

plarbasedmethod[2]bymanipulating the values of various parameters like patch size,shape
and size of the mask. We present an analysis of the
totheremovalofunwantednoisefromtheimages.Inmostcases,theimageswhichneedto be
inpainted are noisy, which makes it necessary to
entapproaches:pipelinedapproachandinterleavedapproach.Theeffectivenessof these
approaches is demonstrated with a number of results onvariousimages.

Image denoising Using Magnetic Resonance Guided Positron Emission Tomography

L Praveen Kumar, Akku Madhusudan, Anil Kumar Gona

European Journal of Molecular & Clinical Medicine, 2019, Volume 6, Issue 1, Pages 239-244

With the growing interest in conducting multi- centre and multi-modality studies on
neurological disorders, post-reconstruction PET image enhancement methods that take advantage
of available anatomical information are becoming more important. In this work, a novel method
for denoising PET images using the subject’s registered T1-weighted MR image is proposed. The
proposed method combines the non-local means approach with the twicing strategy from the image
denoising literature to restore a reconstructed PET image. Preliminary analysis shows promising
improvements in peak signal to noise ratio (PSNR) and contrast recovery coefficients (CRC) of the
lesions when denoising simulated images reconstructed using the MLEM algorithm.