Face and Eye Detection and Localization
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Resource Overview
This MATLAB program implements face and eye detection and localization using skin color segmentation algorithms. The attached files include eyematch.m (for eye pattern matching), eyematch2.m (enhanced eye matching algorithm), face.m (main face detection function), findeye.m (eye localization module), skin.m (skin color segmentation implementation), and sample image k001.JPG.
Detailed Documentation
This MATLAB program is designed for detecting and localizing human faces and eyes. It employs a skin color segmentation algorithm that identifies facial regions based on chromatic characteristics in color space. The implementation includes multiple specialized functions: skin.m handles color space conversion and thresholding for skin tone isolation, face.m processes the segmented regions to identify facial contours, while findeye.m and the eyematch series (eyematch.m, eyematch2.m) implement template matching and feature analysis for precise eye detection within identified face regions. The program provides enhanced accuracy in facial feature detection and offers configurable parameters to accommodate various image conditions and user requirements, making it suitable for computer vision applications such as biometric systems and human-computer interaction interfaces.
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