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 Smart Vehicle Recognition System on Indian Roads Under Rainy Conditions Subject The topic of the resource MAE (Mean absolute error); PixelLib; SD (standard deviation); Semantic segmentation Description An account of the resource Recognition of vehicles under the different weather condition is very challenging. This work aims to recognize vehicles on Indian road in accordance with their visibility. It is important to recognize the surround roadside objects, particularly front and rare vehicles to avoid the accidents. Especially in raining conditions vehicle recognition is rate traffic surveillance cameras get decreases due to water droplets. Hence, we proposed a method for recognition of vehicles on road in rainy condition using image processing in computer vision techniques to improve the recognition rate. In the proposed method, an instance segmentation technique is used to segment the vehicles in Indian road scene and the visual noise and texture features are analysed and computed in the segmented images to recognize the vehicles more accurately in rainy conditions. By integrating the visual noise features with the texture feature and instance segmentation, the accuracy of vehicle recognition is improved. The experimental findings demonstrated that the suggested approach could more accurately predict the visibility of vehicles in rainy weather conditions. The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024. Creator An entity primarily responsible for making the resource Arunkumar K.L.; Poornima K.M.; Danti A.; Manjunatha H.T. Source A related resource from which the described resource is derived Lecture Notes in Electrical Engineering, Vol-1236 LNEE, pp. 421-430. 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 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-981-97-5866-1_30" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-97-5866-1_30</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85209950971&amp;doi=10.1007%2F978-981-97-5866-1_30&amp;partnerID=40&amp;md5=24d0b1229eedfbabd3c3feb849841609" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85209950971&amp;doi=10.1007%2f978-981-97-5866-1_30&amp;partnerID=40&amp;md5=24d0b1229eedfbabd3c3feb849841609</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 18761100; ISBN: 978-981975865-4 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 Arunkumar K.L., Department of MCA, Jawaharlal Nehru New College of Engineering, Shimoga, India; Poornima K.M., Department of CSE, Jawaharlal Nehru New College of Engineering, Shimoga, India; Danti A., Department of AIML, Christ University, Bangalore, India; Manjunatha H.T., Department of MCA, Jawaharlal Nehru New College of Engineering, Shimoga, India