Image-sensor data compression
In one embodiment, a method includes accessing image-sensor data generated by the image sensor, where the image sensor has a color filter array with a pre-determined number of filter sets, and where each set of filters has a single color, splitting the image-sensor data into a pre-determined number of images, where each image corresponds to a portion of the image-sensor data associated with one of the sets of filters, compressing each of the images using an image compression algorithm, and sending the compressed images to a second computing device, where the second computing device is configured to create an output image based on the compressed images.
1. A method comprising: by a first computing device associated with an image sensor:
accessing image-sensor data generated by the image sensor, wherein the image sensor has a color filter array comprising a first pre-determined number of filter sets, and wherein each of the filter sets corresponds to a single color;
splitting the image-sensor data into a second pre-determined number of images, each image corresponding to a portion of the image-sensor data associated with one of the filter sets;
compressing each of the images using an image compression algorithm; and
sending the compressed images to a second computing device, wherein the second computing device is configured to create an output image based on the compressed images wherein creating the output image comprises:
de-compressing each of the received compressed images;
generating an interleaved image data by interleaving the de-compressed images; and
generating the output image by de-mosaicing the interleaved image data.
2. The method of claim 1 , wherein the image sensor converts light information into electrical data for each pixel.
3. The method of claim 1 , wherein a filter belonging to one of the filter sets passes light information for a corresponding color, wherein each pixel in the image sensor is associated with a filter, and wherein the filter sets in the color filter array are arranged in a pre-determined pattern.
4. The method of claim 3 , wherein each of the images comprises data associated with pixels filtered by filters of a corresponding filter set.
5. The method of claim 1 , wherein the first pre-determined number is equal to the second pre-determined number.
6. The method of claim 1 , wherein the color filter array is a Bayer filter array.
7. The method of claim 1 , wherein the image compression algorithm is efficient with sparse data.
8. The method of claim 1 , further comprising performing a noise reduction on each of the images.
9. The method of claim 1 , wherein generating the output image comprises noise reduction, dynamic range correction, or interpolation.
10. One or more computer-readable non-transitory storage media embodying software that is operable on a first computing device associated with an image sensor when executed to:
access image-sensor data generated by the image sensor, wherein the image sensor has a color filter array comprising a first pre-determined number of filter sets, and wherein each of the filter sets corresponds to a single color;
split the image-sensor data into a second pre-determined number of images, each image corresponding to a portion of the image-sensor data associated with one of the sets of filters;
compress each of the images using an image compression algorithm; and
send the compressed images to a second computing device, wherein the second computing device is configured to create an output image based on the compressed images, wherein creating the output image comprises:
de-compressing each of the received compressed images;
generating an interleaved image data by interleaving the de-compressed images; and
generating the output image by de-mosaicing the interleaved image data.
11. The media of claim 10 , wherein the image sensor converts light information into electrical data for each pixel.
12. The media of claim 10 , wherein a filter belonging to one of the filter sets passes light information for a corresponding color, wherein each pixel in the image sensor is associated with a filter, and wherein the filter sets in the color filter array are arranged in a pre-determined pattern.
13. The media of claim 12 , wherein each of the images comprises data associated with pixels filtered by filters of a corresponding filter set.
14. The media of claim 10 , wherein the first pre-determined number is equal to the second pre-determined number.
15. The media of claim 10 , wherein the color filter array is a Bayer filter array.
16. The media of claim 10 , wherein the image compression algorithm is efficient with sparse data.
17. The media of claim 10 , wherein generating the output image comprises noise reduction, dynamic range correction, or interpolation.
18. A first computing device associated with an image sensor comprising:
one or more processors; and
one or more computer-readable non-transitory storage media coupled to one or more of the processors and comprising instructions operable when executed by one or more of the processors to cause the system to:
access image-sensor data generated by the image sensor, wherein the image sensor has a color filter array comprising a first pre-determined number of filter sets, and wherein each of the filter sets corresponds to a single color;
split the image-sensor data into a second pre-determined number of images, each image corresponding to a portion of the image-sensor data associated with one of the sets of filters;
compress each of the images using an image compression algorithm; and
send the compressed images to a second computing device, wherein the second computing device is configured to create an output image based on the compressed images wherein creating the output image comprises:
de-compressing each of the received compressed images;
generating an interleaved image data by interleaving the de-compressed images; and
generating the output image by de-mosaicing the interleaved image data.