A driver behavior detection system using deep learning-based object classification includes: a frame inputting unit for receiving image frames; a downsampling unit for downsampling resolutions of a previous frame and a current frame of the image frames; an active image producing unit for utilizing brightness values by color of the downsampled previous and current frames to produce an active image; an active region extracting unit for applying a sliding window algorithm to the produced active image to extract an active region having the biggest window value among window values; and a behavior detecting unit for applying an object classification algorithm to the extracted active region to classify and detect a driver's behavior.
DEVICE FOR DETECTING DRIVER BEHAVIOR USING DEEP LEARNING-BASED OBJECT CLASSIFICATION
19.06.2025
Patent
Elektronische Ressource
Englisch
IPC: | G06V / H04N PICTORIAL COMMUNICATION, e.g. TELEVISION , Bildübertragung, z.B. Fernsehen / B60Q ARRANGEMENT OF SIGNALLING OR LIGHTING DEVICES, THE MOUNTING OR SUPPORTING THEREOF OR CIRCUITS THEREFOR, FOR VEHICLES IN GENERAL , Anordnung von Signal- oder Beleuchtungsvorrichtungen, deren Einbau oder Halterung oder deren Schaltkreise bei Fahrzeugen allgemein |
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