Fusion of Hand Landmarks Detection and Body Region via Semantic Segmentation into Visual Cue for Hands Tracking over Steering Wheel.

2023 12th International Conference on Control, Automation and Information Sciences (ICCAIS)(2023)

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摘要
Aiming at hands tracking over steering wheel, fusion of hand landmarks detection and body region segmentation into visual cue has been proposed in order to make likelihood evaluation simpler and efficient. Labelled multi-Bernoulli filter in Track-Before-Detect manner utilizes the visual cue by separable likelihood to evaluate pixels categorized into hands and body region. Experimental result has been shown to demonstrate performance of the proposed method.
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关键词
Sensor Fusion,hands tracking,car driver,hand landmarks detector,semantic segmentation,labelled multi-Bernoulli filter,real-time implementation
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