how can i detect eyes nose mouth features from a ROI Video using computer vision toolbox

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I am having a task of detecting righteye lefteye nose and mouth from a video were most of the time the surrounding objects from the video is interfering and feature deection is not optimal so i croped only the face from the original video and made an ROI video region of interest video which shows only the face
Original video
and the Region Of Interest video
i am not able to detect the eyes nose and mouth form it..
is it possible to detect or we need the full head to detect the features

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