Method for adjusting the brightness of a digital image utilizing belief values
First Claim
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1. A method of processing a digital image, comprising the steps of:
- a) assigning belief values to pixels in the digital image, wherein the belief values are proportional to a belief that the pixels are associated with human skin;
b) calculating a brightness adjustment amount based on a statistic of the pixels with belief values exceeding a threshold and the assigned belief values of the pixels; and
c) applying the brightness adjustment amount to the digital image to produce a processed digital image having improved overall brightness.
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Abstract
A method of processing a digital image, including the steps of: assigning belief values to pixels in the digital image, wherein the belief values are proportional to a belief that the pixels are associated with human skin; calculating a brightness adjustment amount based on a statistic of the pixels with belief values exceeding a threshold and the assigned belief values of the pixels; and applying the brightness adjustment amount to the digital image to produce a processed digital image having improved overall brightness.
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Citations
23 Claims
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1. A method of processing a digital image, comprising the steps of:
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a) assigning belief values to pixels in the digital image, wherein the belief values are proportional to a belief that the pixels are associated with human skin;
b) calculating a brightness adjustment amount based on a statistic of the pixels with belief values exceeding a threshold and the assigned belief values of the pixels; and
c) applying the brightness adjustment amount to the digital image to produce a processed digital image having improved overall brightness. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 23)
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18. A method of processing a digital image, comprising the steps of:
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a) assigning a probability value to skin-colored pixels in the digital image;
b) extracting spatially contiguous regions of skin-colored pixels;
c) producing a main subject skin belief map whose values indicate a belief in each extracted skin-colored region being part of a main human subject, wherein the main subject skin belief map indicates skin-colored regions, in terms of location and an assigned belief value, proportional to the belief that the skin-colored region is associated with the main human subject, having skin pixels, and located in the image;
d) calculating a brightness adjustment amount based on a statistic of the detected skin-colored pixels and the belief values of such pixels; and
e) applying the brightness adjustment amount to the digital image to produce a processed digital image having improved overall brightness. - View Dependent Claims (21)
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22. A digital image processing system for processing a digital human image, comprising:
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a) means for applying an initial scene balance algorithm to the digital image;
b) means for detecting skin-colored pixels in the digital image;
c) means for extracting spatially contiguous regions of skin-colored pixels;
d) means for producing a main subject skin belief map whose values indicate a belief in each extracted skin-colored region being part of a main human subject;
e) means for calculating a brightness adjustment amount based on a statistic of the detected skin-colored pixels and the belief values of such pixels; and
f) means for applying the brightness adjustment amount to the scene balanced digital image to produce a processed digital image having improved overall brightness.
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Specification