Fatigue Detection Based on Biosignals and Facial Expressions - Softcover

Deshmukh, Manjusha; Rane, Pooja

Softcover

ISBN 10: 6139952670 ISBN 13: 9786139952670

Verlag: LAP LAMBERT Academic Publishing, 2018

Inhaltsangabe

Inattentiveness in drivers is the major contributing factor in road crashes. Inattention can be caused by fatigue. Alertness of a person is typically characterized by various visual cues like eyelid movement, gaze movement, head movement and facial expression which can then be extracted and concluded into drowsiness level. Mental state of the driver can also be determined by the EEG signals. Thus this project focuses on simultaneously combining multiple visual and non-visual cues to yield a more robust fatigue characterization than a single input. This approach combines facial expressions like eyelid movement and yawning for fatigue detection. The facial features are detected and then the interest points are traced using Harris corner point detection. The area covered by these interest points determines the presence or absence of drowsiness. We are also using EEG signals to deduce the mental state of driver for detection of fatigue making the system more reliable. Hence the system effectively combines the various characteristics to help avoid the mishaps caused due to the presence of fatigue in the drivers.

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Dedicated, resourceful education professional with proven ability to create and monitor policies and practices that promote a safe learning environment; ensures and encourages continuous improvements for students and teachers; develops an environment that encourages open communication with colleagues, students, community and mentor educators

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2018
• Sprache: Englisch
• ISBN 10: 6139952670
• ISBN 13: 9786139952670
• Einband: Taschenbuch
• Anzahl der Seiten: 52
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Editions Muse; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland