Lip activity detection
View Patent ↗Provided is a method of detecting lip activity. The method determines magnitude of optical flow in lip region and at least one non-lip region of a detected face. The ratio of magnitude of optical flow in lip region and at least one non-lip region is compared against a threshold. If the ratio is found to be greater than the threshold, lip activity of the detected face is recognized.
1. A computer-implemented method of detecting lip activity, comprising:
capturing, by a camera of a computing device, an image of a user;
detecting a face of the user on the captured image;
determining, by a processor of the computing device, a magnitude of optical flow in a lip region of the detected face on the captured image;
determining, by the processor, a magnitude of optical flow in at least one non-lip region of the detected face on the captured image;
determining, by the processor, a ratio of the magnitude of optical flow in the lip region and the magnitude of optical flow in the at least one non-lip region of the detected face;
comparing, by the processor, the ratio of the magnitude of optical flow in the lip region of the detected face and the magnitude of optical flow in the at least one non-lip region of the detected face against a threshold; and
determining that a lip activity of the detected face has been detected when the ratio is greater than the threshold.
2. A method according to claim 1 , wherein the detected face is present in a video data stream or an audio-visual data stream.
3. A method according to claim 1 , wherein the at least one non-lip region includes a plurality of non-lip regions, and the method further comprising:
determining, by the processor, a mean value of the magnitude of optical flow of the plurality of non-lip regions; and
using the mean value as the magnitude of optical flow for the at least one non-lip region.
4. A method according to claim 1 , wherein the at least one non-lip region includes a forehead region or cheek region of the detected face.
5. A non-transitory computer-readable storage medium storing machine readable instructions that when executed by a processor cause the processor to perform the method of claim 1 .
6. A system, comprising:
a camera to capture an image of a user;
a memory storing machine readable instructions; and
a processor to execute the machine readable instructions to cause the processor to:
detect a face of the user on the captured image;
determine a magnitude of optical flow in a lip region of the detected face on the captured image,
determine a magnitude of optical flow in at least one non-lip region of the detected face on the captured image,
determine a ratio of the magnitude of optical flow in the lip region and the magnitude of optical flow in the at least one non-lip region of the detected face,
compare the ratio of the magnitude of optical flow in the lip region of the detected face and the magnitude of optical flow in the at least one non-lip region of the detected face against a threshold, and
determine that a lip activity of the detected face has been detected when the ratio is greater than the threshold.
7. A system according to claim 6 , wherein the detected face is present in a video data stream or an audio-visual data stream.
8. A system according to claim 6 , wherein the camera is removable or non-removable.
9. A system according to claim 6 , wherein the machine readable instructions further cause the processor to:
determine whether optical flow vectors in the lip region of the detected face move in both upward direction and downward direction, and
in response to a determination that the optical flow vectors in the lip region move in both upward direction and downward direction, determine that the lip activity of the detected face has been detected.