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 Improved Computer Vision-based Framework for Electronic Toll Collection Subject The topic of the resource Automatic Toll Ticketing; License Plate Recognition; Siamese Network Architecture; Toll Plaza; Vehicle Fingerprinting; Vehicle Re-identification Description An account of the resource The world is moving towards artificial intelligence and automation because time is the most crucial asset in today's scenario. This paper proposes an automatic vehicle fingerprinting system that avoids long waiting times in toll plazas with the help of computer vision. The number plate recognition and vehicle re-identification focus on this research. Day/night IR cameras are used to get the images of the vehicle and its number plate. The VeRi776 datum, which contains real-world vehicle images, is used to facilitate the research of vehicle re-identification. The proposed framework employs Siamese model architecture to identify the attributes such as color, model, and type of vehicle. The Car License Plate Detection datum is used to evaluate the efficiency of the proposed license plate recognition system. An ensemble of image localization techniques using CNNs and application of the OCR model on the localized snapshot is used to recognize the vehicle's license plate. A combination of license plate recognition and vehicle re-identification techniques is used in the proposed framework to improve the efficiency of identifying vehicles in toll plazas 2022 IEEE. Creator An entity primarily responsible for making the resource Mathews M.S.; Prabu M.; Pitchai A.; Roberts D.B.; Rahul G. Source A related resource from which the described resource is derived Proceedings of the Confluence 2022 - 12th International Conference on Cloud Computing, Data Science and Engineering, pp. 213-216. 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 2022-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/Confluence52989.2022.9734219" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/Confluence52989.2022.9734219</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85127600404&amp;doi=10.1109%2FConfluence52989.2022.9734219&amp;partnerID=40&amp;md5=b73a76452c80a09509718a851ddfe9f2" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85127600404&amp;doi=10.1109%2fConfluence52989.2022.9734219&amp;partnerID=40&amp;md5=b73a76452c80a09509718a851ddfe9f2</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-166543701-1 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 Mathews M.S., CHRIST(Deemed To Be University), Department Of Computer Science, Bangalore, 560029, India; Prabu M., CHRIST(Deemed To Be University), Department Of Computer Science, Bangalore, 560029, India; Pitchai A., CHRIST(Deemed To Be University), Department Of Computer Science, Bangalore, 560029, India; Roberts D.B., CHRIST(Deemed To Be University), Department Of Computer Science, Bangalore, 560029, India; Rahul G., CHRIST(Deemed To Be University), Department Of Computer Science, Bangalore, 560029, India