Real-time image stabilization
View Patent ↗An apparatus and method for stabilizing image frames in a video data stream. A weighted average or centroid of the intensity or hue associated with pixels vs. the horizontal and vertical position of each pixel is calculated for a reference frame in the video data stream. A corresponding centroid is calculated for a subsequent frame in the stream. This image frame is then translated so that the centroid of the subsequent frame and the centroid of the reference frame coincide, reducing artifacts from shaking of the video capture device. Alternatively, the video stream frames may be divided into tiles and centroids calculated for each tile. The centroids of the tiles of a subsequent frame are curve fit to the centroids of tiles in a reference frame. An affine transform is then performed on the subsequent frame to reduce artifacts in the image from movements of the video capture device.
1. A computer-implemented method for stabilizing image frames in a video data stream comprising:
a. using a computer, calculating a centroid of a given image frame in the video data stream, the centroid consisting of a weighted average of a value associated with each pixel as a function of the pixel's position in the image frame for at least a portion of the image frame, the portion situated at the same vertical and horizontal position in each image frame in the video data stream, wherein the value associated with a given pixel is eliminated from the centroid calculation when the value is outside a selected range of values; and
b. using the computer, translating the given image frame by an amount equal to the difference in position between the centroid of the portion of the given image frame and the centroid of the same portion of a reference image frame,
where the value associated with each pixel is one of a hue, an intensity or another quality of the image and the weighted average of a value associated with each pixel is defined as:
X
centroid
=
Sum
(
CloumnNumberOfPixel
*
ValueOF
Pixel
)
Sum
(
ValueOfPixel
)
Y
centroid
=
Sum
(
RowNumberOf
Pixel
*
ValueOfPixel
)
Sum
(
ValueOfPixel
)
.
2. A method according to claim 1 , wherein the value associated with each pixel is one of a hue and an intensity.
3. A method according to claim 1 further including:
c. using the computer, updating the reference image frame to a subsequent image frame in the video data stream.
4. A method according to claim 3 wherein the distance the given image frame has been translated determines updating the reference image frame.
5. A method according to claim 1 , wherein the portion of the given image frame is approximately equal to the entire given image frame.
6. A computer program product for use on a computer system for stabilizing image frames in a video data stream, the computer program product comprising a tangible computer readable medium having computer readable program code thereon, the computer readable program code including:
a. program code for calculating a centroid of a given image frame in the video data stream, the centroid consisting of a weighted average of a value associated with each pixel as a function of the pixel's position in the image frame for at least a portion of the image frame, the portion situated at the same vertical and horizontal position in each image frame in the video data stream, wherein the value associated with a given pixel is eliminated from the centroid calculation when the value is outside a selected range of values; and
b. program code for translating the given image frame by an amount equal to the difference in position between the centroid of the portion of the given image frame and the centroid of the same portion of a reference image frame,
where the value associated with each pixel is one of a hue, an intensity or another quality of the image and the weighted average of a value associated with each pixel is defined as:
X
centroid
=
Sum
(
CloumnNumberOfPixel
*
ValueOF
Pixel
)
Sum
(
ValueOfPixel
)
Y
centroid
=
Sum
(
RowNumberOf
Pixel
*
ValueOfPixel
)
Sum
(
ValueOfPixel
)
.
7. A computer program product according to claim 6 , wherein the value associated with each pixel is one of a hue and an intensity.
8. A computer program product according to claim 6 , further including:
c. program code for updating the reference image frame to a subsequent image frame in the video data stream.
9. A computer program product according to claim 8 , wherein the distance the given image frame has been translated determines updating the reference image frame.
10. A computer program product according to claim 6 , wherein the portion of the given image frame is approximately equal to the entire given image frame.