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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Published Paper Details:
Paper Title
DrowseGuard Drowsiness Detection System: A Review Of Existing Systems And A Schema For Future Solution
Authors
Prof. Pritam Ahire, Pratham Bhor, Ishika Bansal, Prayukti Dubey
Keywords
road safety, face analysis, Computer Vision, Machine Learning, and driver sleepiness detection.
Abstract
Driver drowsiness detection systems improve road safety by tracking driver attention in real time and providing timely warnings to reduce the risk of accidents. This research compares many methods for utilizing computer vision and machine learning techniques to identify driver weariness. Techniques that make use of physiological signals, driving performance measures, face analysis, and hybrid approaches are assessed for their viability and efficacy. The main conclusions show that hybrid methods that incorporate facial monitoring together with other modalities can identify tiredness with over 94% accuracy. Real-time processing, individual variability, and striking a balance between system performance and user acceptability continue to be obstacles. To fully implement driver sleepiness detection in a variety of real-world driving circumstances, more research into tailored, adaptive systems is necessary.
IJCRT's Publication Details
Unique Identification Number - IJCRTAF02042
Paper ID - 261096
Page Number(s) - 211-215
Pubished in - Volume 12 | Issue 5 | May 2024
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Prof. Pritam Ahire, Pratham Bhor, Ishika Bansal, Prayukti Dubey, "DrowseGuard Drowsiness Detection System: A Review Of Existing Systems And A Schema For Future Solution", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.12, Issue 5, pp.211-215, May 2024, Available at :http://www.ijcrt.org/papers/IJCRTAF02042.pdf
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Volume 12 | Issue 7
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Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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