Method to detect camera blemishes
A method of detecting a blemish in a digital camera includes capturing a digital image of a white area by the digital camera; reducing resolution of the digital image by grouping pixels of the digital data into a matrix of a plurality of data blocks; and comparing a luminance value of each of the plurality of data blocks to an average luminance value of other data blocks of the plurality of data blocks within a predetermined region to determine if each of the plurality of data blocks is a potentially bad data block.
1. A method of detecting a blemish in a digital camera, the method comprising:
Capturing a digital image of a white area by the digital camera;
Reducing resolution of the digital image by grouping pixels of the digital data into a matrix of a plurality of data block; and
Comparing a luminance value of each of the plurality of data blocks to an average luminance value of other data blocks of the plurality of data blocks within a predetermined region to determine if each of the plurality of data blocks is a potentially bad data block;
Wherein the luminance value of each of the plurality of data blocks equals (0.2126*R)+(0.7152*G)+(0.0772*B), where R, G, and B are the average red, green, and blue color values for digital image pixels within the data block.
2. The method of claim 1 , further comprising:
determining a total number of potentially bad data blocks within a predetermined region centered around each of the potentially bad data blocks;
identifying the potentially bad data block as a blemish if the total number of potentially bad data blocks around the potentially bad data block exceeds a threshold; and
identifying the potentially bad data block as not a blemish if the total number of potentially bad data blocks around the potentially bad data block does not exceed the threshold.
3. The method of claim 1 , wherein the pixels of the digital data are grouped into a matrix of data blocks.
4. The method of claim 1 , wherein the luminance value of each of the data blocks is calculated by averaging respective color values for red, green, and blue of all of the pixels within each data block and then using the resulting average red, average green, and average blue color values in a luminance conversion formula.
5. The method of claim 1 , wherein a difference between the luminance value of each of the plurality of data blocks to the average luminance value of other data blocks of the plurality of data blocks must exceed a predetermined value to determine if each of the plurality of data blocks is a potentially bad data block.