Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Conference Papers Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource A Two-Pass Hybrid Mean and Median Framework for Eliminating Impulse Noise From a Grayscale Image Subject The topic of the resource Image Noise Cancellation; Image processing; Image Restoration; Salt and Pepper Noise; Visual quality Description An account of the resource In a digital era, Image recuperation plays a vital role in the area of digital image processing. Image instauration offers more visualization on the quality of the image thereby eliminating noise. Elimination of Gaussian and impulse noise is a challenging problem in the area of image restoration. Rigorous research is pursued to restore salt-and-pepper (SAP) noise utilizing spatial filters. Mean and Median are two contributing spatial filters for eliminating impulse noise. This paper applies a two-pass hybrid mean and median framework on a corrupted grayscale image to replace salt and pepper noise. The hybrid framework is effectively restoring the image by abstracting the low, medium, and high-density impulse noise. The efficacy of the recommended strategy is evaluated by quantifying the peak signal to noise ratio and structural similarity index metric. The result obtained when compared with recent recuperation strategies outperforms to remove noise from grayscale images. 2021 IEEE Creator An entity primarily responsible for making the resource Shiju Thomas M.Y.; Krishna A.V.N. Source A related resource from which the described resource is derived ACCESS 2021 - Proceedings of 2021 2nd International Conference on Advances in Computing, Communication, Embedded and Secure Systems, pp. 206-210. Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. Date A point or period of time associated with an event in the lifecycle of the resource 2021-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/ACCESS51619.2021.9563285" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ACCESS51619.2021.9563285</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85126264458&amp;doi=10.1109%2FACCESS51619.2021.9563285&amp;partnerID=40&amp;md5=70fe12740afbbfdd912b2f5f8253ef8b" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85126264458&amp;doi=10.1109%2fACCESS51619.2021.9563285&amp;partnerID=40&amp;md5=70fe12740afbbfdd912b2f5f8253ef8b</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-172817136-4 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Shiju Thomas M.Y., Department of Computer Science and Engineering, School of Engineering and Technology Christ (Deemed to be) University, Karnataka, Bangalore, India; Krishna A.V.N., Department of Computer Science and Engineering, School of Engineering and Technology Christ (Deemed to be) University, Karnataka, Bangalore, India