denoiseimage function matlab 2019 (MathWorks Inc)
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Denoiseimage Function Matlab 2019, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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Average 90 stars, based on 1 article reviews
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1) Product Images from "A multi-parameter persistence framework for mathematical morphology"
Article Title: A multi-parameter persistence framework for mathematical morphology
Journal: Scientific Reports
doi: 10.1038/s41598-022-09464-7
Figure Legend Snippet: Conceptual images with salt and pepper noise and the results of different denoised algorithms: AMF , denoiseImage, NAMF , Algorithm 1, and CNN with median layers . The parameters for Algorithm 1 are MaxIter=10 and Sizetol=5. Figure a is the ground truth image of the experiment.
Techniques Used:
Figure Legend Snippet: The ground truth images are ( a ), ( c ) where ( a ) is one of images from the open domain database Flickr Material Database and the full database can be accessed at https://people.csail.mit.edu/celiu/CVPR2010/FMD/ . ( c ) Adopted from the Wikipedia page https://en.wikipedia.org/wiki/File:Mona_Lisa.jpg . The unprocessed images with noise are ( b ) and ( d ). The first two rows are the denoised images obtained by the following algorithms: AMF , denoiseImage, NAMF , Algorithm 2, 3, and CNN with median layers . The last row is the averaged IOU, PSNR, and SSIM scores for the noised grayscale image for ( a ) and by color channel for ( c ).
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