Review of AI-Based Vision Detection Algorithms for Autonomous Mobile Robots

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dc.authorscopusid57195997424
dc.authorscopusid7801402135
dc.contributor.authorMoveh, Samuel
dc.contributor.authorMerchán-Cruz, Emmanuel Alejandro
dc.date.accessioned2024-09-11T19:58:31Z
dc.date.available2024-09-11T19:58:31Z
dc.date.issued2024
dc.departmentİstanbul Gelişim Üniversitesien_US
dc.description23rd International Multidisciplinary Conference on Reliability and Statistics in Transportation and Communication, RelStat 2023 -- 19 October 2023 through 21 October 2023 -- Riga -- 309469en_US
dc.description.abstractThis study presents a comprehensive review of AI-based vision detection algorithms for autonomous mobile robots. Over the years, research on autonomous mobile robotics, artificial intelligence (AI), and vision detection algorithms has significantly advanced. Furthermore, an in-depth analysis of some AI-based image detection algorithms for autonomous mobile robots is presented, demonstrating the complicated web of factors that go into creating an algorithm, including the algorithmic approach, methodology, data training, performance standards, real-time implications, and potential for improvement. This study acts as a roadmap for the development of improved AI-driven robotic vision systems as the algorithm’s capabilities continue to change the field of artificial intelligence. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.en_US
dc.identifier.doi10.1007/978-3-031-53598-7_12
dc.identifier.endpage141en_US
dc.identifier.isbn978-303153597-0en_US
dc.identifier.issn2367-3370en_US
dc.identifier.scopus2-s2.0-85188442749en_US
dc.identifier.scopusqualityQ4en_US
dc.identifier.startpage134en_US
dc.identifier.urihttps://doi.org/10.1007/978-3-031-53598-7_12
dc.identifier.urihttps://hdl.handle.net/11363/8506
dc.identifier.volume913 LNNSen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringer Science and Business Media Deutschland GmbHen_US
dc.relation.ispartofLecture Notes in Networks and Systemsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.snmz20240903_Gen_US
dc.subjectAI; Autonomous; Detection; Mobile; Review; Robot; Visionen_US
dc.titleReview of AI-Based Vision Detection Algorithms for Autonomous Mobile Robotsen_US
dc.typeConference Objecten_US

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