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 Hybrid sparse and block-based compressive sensing algorithm for industry based applications Subject The topic of the resource block compressive sensing; image reconstruction; MRI image; sparse compressive sensing Description An account of the resource Image reconstructions are a challenging task in MRI images. The performance of the MRI image can be measure by following parameters like mean squared error (MSE), peak signal-to-noise ratio (PSNR), and structural similarity index (SSIM). Compromising the above parameters and reconstructing the MRI image leads to false diagnosing. To avoid the false diagnosis, we have combined sparse based compressive sensing and block-based compressive sensing algorithm, and we introduced the hybrid sparse and block-based compressive sensing algorithm (HSBCS). In compressive stage, however, image reconstruction performance is decreased, hence, in the image reconstruction module, we have introduced convex relaxation algorithm. This proposed algorithm is obtained by relaxing some of the constraints of the original problem and meanwhile extending the objective function to the larger space. The performance is compared with the existing algorithm, block-based compressive sensing algorithm (BCS), BCS based on discrete wavelet transform (DWT), and sparse based compress-sensing algorithm (SCS). The experimentation is carried out using BRATS dataset, and the performance of image compression HSBCS evaluated based on SSIM, and PSNR, which attained 56.19 dB, and 0.9812. Copyright 2024 Inderscience Enterprises Ltd. Creator An entity primarily responsible for making the resource Sekar R.; Manikanda Devarajan N.; Ravi G.; Rajasekaran B.; Chidambaram S. Source A related resource from which the described resource is derived International Journal of Enterprise Network Management, Vol-15, No. 1, pp. 44-59. Publisher An entity responsible for making the resource available Inderscience Publishers Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1504/IJENM.2024.137432" target="_blank" rel="noreferrer noopener">https://doi.org/10.1504/IJENM.2024.137432</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85188825482&amp;doi=10.1504%2FIJENM.2024.137432&amp;partnerID=40&amp;md5=89e2914413d30418a3d630431a9c7d9f" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85188825482&amp;doi=10.1504%2fIJENM.2024.137432&amp;partnerID=40&amp;md5=89e2914413d30418a3d630431a9c7d9f</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 17481252 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 Sekar R., Department of ECE, Presidency University, Bangalore, India; Manikanda Devarajan N., Department of ECE, Malla Reddy Engineering College, Telangana, Secunderabad, India; Ravi G., Department of ECE, Sona College of Technology, Salem, India; Rajasekaran B., Department of ECE, Vinayaka Missions Kirupananda Variyar Engineering College, Salem, India; Chidambaram S., Department of ECE, Christ University, Bangalore, India