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  Published Paper Details:

  Paper Title

REAL TIME VISUAL MONITORING SYSTEM FOR DRIVER DROWSINESS DETECTION

  Authors

  Dr.Shankaragowda B.B,  Karibasavaraj J

  Keywords

Drowsiness Detection, Eyes Detection, Face Detection, ECG, EOG, EMG, SVM.

  Abstract


Tired driving is one of the veritable elucidations behind road disasters and passing. Accordingly, prominent confirmation of driver's weakness and its sign is a working examination area. Most of the customary methodologies are either vehicle based, or poisonous or physiological based. Hardly any techniques are interfering and incorporate the driver, some require extraordinary sensors and data overseeing. As requirements be, in this examination, an irrelevant exertion, constant driver's drowsiness insistence structure is made with exquisite accuracy. In the made structure, a webcam records the video and driver's face is found in each edge using picture overseeing strategies. Facial achievements on the clear face are pointed and thus the eye viewpoint degree, mouth opening degree and nose length degree are chosen and depending on their characteristics, lethargy is seen subject to made adaptable thresholding. PC based learning incorporates have been done in like way in a pulled back manner. An affectability of 95.58% and expresses of 100% has been created in Support Vector Machine based delineation. As future upgrade Pedestrian unmistakable proof is a main and epic errand in any cleverness video recognition system, as it gives the focal information to semantic vitality about the video accounts. It has an unquestionable augmentation to vehicle applications due to the potential for improving security structures.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT2204203

  Paper ID - 217965

  Page Number(s) - b659-b666

  Pubished in - Volume 10 | Issue 4 | April 2022

  DOI (Digital Object Identifier) -    http://doi.one/10.1729/Journal.29879

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Dr.Shankaragowda B.B,  Karibasavaraj J,   "REAL TIME VISUAL MONITORING SYSTEM FOR DRIVER DROWSINESS DETECTION", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 4, pp.b659-b666, April 2022, Available at :http://www.ijcrt.org/papers/IJCRT2204203.pdf

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ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
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