Skin Color-Based Face Detection with Eye State Analysis
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Resource Overview
MATLAB program implementing face detection using skin color segmentation and eye state classification (open/closed eyes) through image processing techniques
Detailed Documentation
This program is implemented in MATLAB and primarily performs face detection based on skin color characteristics. The algorithm utilizes color space transformation (typically YCbCr or HSV) to segment skin regions, followed by morphological operations to refine the detection. For eye state analysis, the system employs feature extraction methods within the detected facial region, potentially using edge detection, template matching, or intensity analysis to classify whether eyes are open or closed. The implementation includes image preprocessing, region of interest (ROI) identification, and state classification algorithms to achieve accurate face detection and eye state determination.
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