Systems and methods for enhancing quality of image media
The invention provides median image media quality enhancer. The image media is fed into a computing device which is essentially a burst of images or video to be enhanced. Each frame within the image media is identically exposed and hence neighboring images are used to enhance quality of the image media. For each of the neighboring frames, each pixel of these neighboring frame is moved in order to correspond to the image media. Once all the neighboring frames are processed, these are stacked in order to increase signal to noise ratio to create a composite image. This reduces unwanted spots and luminosity fluctuation from the digitized video.
1. A method of enhancing quality of an image media, comprising:
acquiring, by a processor, the image media, wherein the image media comprises a plurality of image frames;
identifying, by the processor, an image frame from the plurality of image frames whose quality is to be enhanced;
isolating, by the processor, a plurality of neighboring frames within the image media, wherein each neighboring frame among the plurality of neighboring frames have similar properties;
forming a processed neighboring frame, by the processor, by moving each pixel of each neighboring frame among the plurality of neighboring frames to correspond to the image media;
reprocessing, by the processor, by moving pixels in each neighboring frame among the plurality of neighboring frames to form a plurality of processed neighboring frames;
stacking, by the processor, the plurality of processed neighboring frames; and
generating a composite image of enhanced quality.
2. The method of claim 1 , wherein the image media is a picture, or a film.
3. The method of claim 1 , wherein the image media is a sequence of burst images.
4. The method of claim 1 , wherein the image media is a video.
5. The method of claim 1 , wherein the method further includes identifying fault areas in the processed neighboring frame.
6. The method of claim 1 , wherein the similar properties include substantially identical exposure.
7. The method of claim 1 , wherein the method further includes summing of pixels corresponding to each of the plurality of processed neighboring frames.
8. The method of claim 1 , wherein the method further includes creating high dynamic range (HDR) images from the composite image of enhanced quality.
9. The method of claim 8 , wherein the method further includes creating a sequence of HDR images.
10. A system for enhancing quality of image media comprising:
a processor; and
a computer readable medium, when executed by the processor causes the processor to perform a method comprising;
acquiring, an image media, wherein the image media comprises a plurality of image frames;
identifying, an image frame from the plurality of image frames whose quality is to be enhanced;
isolating, a plurality of neighboring frames within the image media, wherein each neighboring frame among the plurality of neighboring frames have similar properties;
forming a processed neighboring frame, by the processor, by moving each pixel of each neighboring frame among the plurality of neighboring frames to correspond to the image media;
reprocessing, by moving pixels in each neighboring frame among the plurality of neighboring frames to form a plurality of processed neighboring frames;
stacking, the plurality of processed neighboring frames; and
generating a composite image of enhanced quality.
11. The system of claim 10 , wherein the image media is captured using an image sensor.
12. The system of claim 10 , wherein the image media is a video.
13. The system of claim 10 , wherein the method further includes creating high dynamic range (HDR) images of each of the processed neighboring frame.
14. The system of claim 13 , wherein the method further includes creating an HDR video by utilizing the high dynamic range (HDR) images of the processed neighboring frames.
15. A non-transitory computer readable storage medium enhancing quality of image media, when executed by a computing device, causes the computing device to:
acquiring, an image media, wherein the image media comprises a plurality of image frames;
identifying, an image frame from the plurality of image frames whose quality is to be enhanced;
isolating, a plurality of neighboring frames within the image media, wherein each neighboring frame among the plurality of neighboring frames have similar properties;
forming a processed neighboring frame, by a processor, by moving each pixel of each neighboring frame among the plurality of neighboring frames to correspond to the image media;
reprocessing, by moving pixels in each neighboring frame among the plurality of neighboring frames to form a plurality of processed neighboring frames;
stacking, the plurality of processed neighboring frames; and
generating a composite image of enhanced quality.