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Face recognition and
Face detection using the OpenCV
The face recognition is a technique to identify
or verify the face from the digital images or video frame. A human can quickly
identify the faces without much effort. It is an effortless task for us, but it
is a difficult task for a computer. There are various complexities, such as low
resolution, occlusion, illumination variations, etc. These factors highly
affect the accuracy of the computer to recognize the face more effectively.
First, it is necessary to understand the difference between face detection and
face recognition.
Face
Detection: The face detection is generally considered as finding the
faces (location and size) in an image and probably extract them to be used by
the face detection algorithm.
Face
Recognition: The face recognition algorithm is used in finding features
that are uniquely described in the image. The facial image is already
extracted, cropped, resized, and usually converted in the grayscale.
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