Facial recognition using multi edge detection and distance measure

نویسندگان

چکیده

Face recognition provides broad access to several public devices, so it is essential in the midst of today's technology boom. Human face recognizing has challenge using uncomplicated and straightforward algorithms quickly, memory specifications are not too high, otherwise results quality accurate. combination edge detection Canberra distance can be recommended for applications that require fast precise access. The application detections singly low performance, requires a technique obtain better results. proposed method combined such Robert, Prewitt, Sobel, Canny recognize image by identification verification. As feature extractor, forms more robust specific facial pattern on contour lines. show accuracy outperforms other extractor features significantly. produces best performance compared Euclidean Mahalanobis distance.

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ژورنال

عنوان ژورنال: IAES International Journal of Artificial Intelligence

سال: 2023

ISSN: ['2089-4872', '2252-8938']

DOI: https://doi.org/10.11591/ijai.v12.i3.pp1330-1342