Method and apparatus for reducing noise of video
View Patent ↗A method and apparatus for reducing noise of a video image are provided. The method includes: reducing noise in a difference between a current frame and a previous frame in which temporal noise is reduced; detecting motion information about the current frame based on the difference in which the noise is reduced; reducing temporal noise in the current frame via a weighted sum of the current frame and the previous frame in which the temporal noise is reduced, according to the motion information; and reducing spatial noise in the current frame based on an edge direction of the current frame in which the temporal noise is reduced.
1. A method of reducing noise in a video image, the method comprising:
detecting motion information about a current frame based on a difference between the current frame and a previous frame in which temporal noise is reduced
reducing temporal noise in the current frame, according to the motion information about the current frame; and
wherein the detecting the motion information comprises:
calculating an average difference by subtracting an offset value set according to a noise level from a sum of absolute difference (SAD) of corresponding pixels between the current frame and the previous frame, in a local window,
calculating a first motion detection coefficient regarding a center pixel of the local window based on a constant set according to the offset value, and the average difference;
calculating a second motion detection coefficient via a weighted sum of an average value and a minimum value of the first motion detection coefficient, in the local window; and
calculating a third motion detection coefficient of the current frame based on the second motion detection coefficient and a third motion detection coefficient of the previous frame, in the local window.
2. The method of claim 1 , wherein the method further comprising:
reducing a spatial noise in the current frame based on an edge direction of the current frame in which the temporal noise is reduced; and
the reducing the spatial noise comprises:
calculating an average of differences between a center pixel and adjacent pixels in a plurality of directions set based on the center pixel, in a local window of the current frame in which temporal noise is reduced;
detecting the edge direction in which the average of the differences is minimum; and
averaging pixel values of pixels in the detected edge direction.
3. The method of claim 1 , further comprising, before the detecting motion information, filtering the current frame and the previous frame in which the temporal noise is reduced by applying a mask whose size varies according to a noise level.
4. An apparatus for reducing noise in a video image, the apparatus comprising:
a temporal noise reducer which detects motion information about a current frame based on a difference between the current frame and a previous frame in which temporal noise is reduced, and reduces temporal noise in the current frame according to the motion information about the current frame,
wherein the temporal noise reducer comprises:
an image differentiator which calculates an average difference by subtracting an offset value set according to a noise level from a sum of absolute difference (SAD) of corresponding pixels between the current frame and the previous frame, in a local window;
a first coefficient calculator which calculates a first motion detection coefficient regarding a center pixel of the local window of the current frame based on a constant set according to the offset value, and the average difference;
a second coefficient calculator which calculates a second motion detection coefficient via a weighted sum of an average value and a minimum value of the first motion detection coefficient, in the local window; and
a third coefficient calculator for calculating a third motion detection coefficient of the current frame based on the second motion detection coefficient and a third motion detection coefficient of the previous frame, in the local window.
5. The apparatus of claim 4 , the apparatus further comprising;
a spatial noise reducer which reduces spatial noise in the current frame based on an edge direction of the current frame in which the temporal noise is reduced, and
wherein the spatial noise reducer calculates an average of differences between a center pixel and adjacent pixels in a plurality of directions set based on the center pixel, in a local window of the current frame in which the temporal noise is reduced, and averaging pixel values of pixels in the edge direction in which the average of the differences is minimum.
6. The apparatus of claim 4 , further comprising a variable filter which filters the current frame and the previous frame in which the temporal noise is reduced by applying a mask whose size varies according to a noise level, before the detecting the motion information.
7. The apparatus of claim 4 , wherein the temporal noise reducer which reduces the temporal noise of the current frame via a weighted sum of the current frame and the previous frame in which the temporal noise is reduced, by using the third motion detection coefficient.
8. The apparatus of claim 5 , wherein the plurality of directions comprises a widthwise direction, a lengthwise direction, a diagonal direction, and an inverse-diagonal direction based on the center pixel in the local window.
9. The method of claim 1 , wherein the reducing the temporal noise in the current frame further comprises reducing temporal noise of the current frame via a weighted sum of the current frame and the previous frame in which the temporal noise is reduced, by using the third motion detection coefficient.
10. The method of claim 2 , wherein the plurality of directions comprises a widthwise direction, a lengthwise direction, a diagonal direction, and an inverse-diagonal direction.