{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T21:40:46Z","timestamp":1760218846053,"version":"build-2065373602"},"reference-count":30,"publisher":"MDPI AG","issue":"11","license":[{"start":{"date-parts":[[2014,10,24]],"date-time":"2014-10-24T00:00:00Z","timestamp":1414108800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"<jats:p>This paper discusses the overall design and implementation of a video sensor for the detection of risky behaviors of car drivers near previously identified and georeferenced black spots. The main goal is to provide the driver with a visual audio alert that informs of the proximity of an area of high incidence of highway accidents only if their driving behavior could result in a risky situation. It proposes a video sensor for detecting and supervising driver behavior, its main objective being manual distractions, so hand driver supervision is performed. A GPS signal is also considered, the GPS information is compared with a database of global positioning Black Spots to determine the relative proximity of a risky area. The outputs of the video sensor and GPS sensor are combined to evaluate a possible risky behavior. The results are promising in terms of risk analysis in order to be validated for use in the context of the automotive industry as future work.<\/jats:p>","DOI":"10.3390\/s141119926","type":"journal-article","created":{"date-parts":[[2014,10,24]],"date-time":"2014-10-24T11:46:16Z","timestamp":1414151176000},"page":"19926-19944","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Videosensor for the Detection of Unsafe Driving Behavior in  the Proximity of Black Spots"],"prefix":"10.3390","volume":"14","author":[{"given":"Andres","family":"Fuentes","sequence":"first","affiliation":[{"name":"Universidad de Colima (UCol), Mexico, Ave. Universidad #333, Colonia Las V\u00edboras,  Colima 28050, Mexico"}]},{"given":"Ricardo","family":"Fuentes","sequence":"additional","affiliation":[{"name":"Universidad de Colima (UCol), Mexico, Ave. Universidad #333, Colonia Las V\u00edboras,  Colima 28050, Mexico"}]},{"given":"Enrique","family":"Cabello","sequence":"additional","affiliation":[{"name":"Universidad Rey Juan Carlos (URJC), Escuela Tecnica Superior de Ingenieria Informatica,  Tulip\u00e1n s\/n, M\u00f3stoles, Madrid 28933, Spain"}]},{"given":"Cristina","family":"Conde","sequence":"additional","affiliation":[{"name":"Universidad Rey Juan Carlos (URJC), Escuela Tecnica Superior de Ingenieria Informatica,  Tulip\u00e1n s\/n, M\u00f3stoles, Madrid 28933, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5197-2932","authenticated-orcid":false,"given":"Isaac","family":"Martin","sequence":"additional","affiliation":[{"name":"Universidad Rey Juan Carlos (URJC), Escuela Tecnica Superior de Ingenieria Informatica,  Tulip\u00e1n s\/n, M\u00f3stoles, Madrid 28933, Spain"}]}],"member":"1968","published-online":{"date-parts":[[2014,10,24]]},"reference":[{"key":"ref_1","unstructured":"Mendoza, D., Quintero, P., and Mayoral, E. 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