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 Book Chapter Book Chapter Faculty Publications- Book Chapter 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 Implementation of Morphological Gradient Algorithm for Edge Detection Subject The topic of the resource Colab; CPU; Dilation; Erosion; MATLAB; Morphological gradient Description An account of the resource This paper shows the implementation of a morphological gradient in MATLAB and colab platforms to analyze the time consumed on different sizes of grayscale images and structuring elements. A morphological gradient is an edge detecting technique that can be derived from the difference of two morphological operations called dilation and erosion. In order to apply the morphological operations to an image, padding is carried out which involves inserting 0 for dilation operation and 225 for erosion. Padding for the number of rows or columns is based on the size of the structuring element. Further, dilation and erosion are implemented on the image to obtain morphological gradient. Since central processing unit (CPU) implementation follows sequential computing, with the increase in the image size, the time consumption also increases significantly. To analyze the time consumption and to verify the performance across various platforms, the morphological gradient algorithm is implemented in MATLAB and colab. The results demonstrate that colab implementation is ten times faster when constant structuring element with varying image size is used and five times faster when constant image size with varying structuring element size is used than the MATLAB implementation. 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. Creator An entity primarily responsible for making the resource Vardhan Rao M.A.; Mukherjee D.; Savitha S. Source A related resource from which the described resource is derived Lecture Notes on Data Engineering and Communications Technologies, Vol-114, pp. 773-789. Publisher An entity responsible for making the resource available Springer Science and Business Media Deutschland GmbH Date A point or period of time associated with an event in the lifecycle of the resource 2022-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-981-16-9416-5_57" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-16-9416-5_57</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85133673699&amp;doi=10.1007%2F978-981-16-9416-5_57&amp;partnerID=40&amp;md5=e0b5e84492a1de2922bc3d1d71ed9e93" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85133673699&amp;doi=10.1007%2f978-981-16-9416-5_57&amp;partnerID=40&amp;md5=e0b5e84492a1de2922bc3d1d71ed9e93</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 23674512 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 Book chapter Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Vardhan Rao M.A., Department of Computer Science and Engineering, School of Engineering, Christ University, Bangalore, India; Mukherjee D., Department of Computer Science and Engineering, School of Engineering, Christ University, Bangalore, India; Savitha S., Department of Computer Science and Engineering, School of Engineering, Christ University, Bangalore, India