CPC G06T 7/11 (2017.01) [G06T 3/4015 (2013.01); G06T 5/20 (2013.01); G06T 7/90 (2017.01)] | 20 Claims |
1. An image sensor apparatus, comprising:
a memory configured to store eigen-illuminant images;
an image sensing module configured to capture an image; and
an image signal processor configured to:
generate a plurality of chrominance channels by converting the image into luminance-chrominance space;
perform homogeneous region segmentation on the plurality of chrominance channels to generate one or more regions of interest in the plurality of chrominance channels;
receive the eigen-illuminant images from the memory, and
project the regions of interest onto eigen-illuminant images to determine gray color pixels on the image, wherein the eigen-illuminant images are generated via performing a machine learning algorithm on a training set of images captured by the image sensor.
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