Constraint relationship for use in an image segregation
View Patent ↗A soft, weighted constraint imposed upon image locations can be used to provide a more accurate segregation of an image into intrinsic material reflectance and illumination components. The constraint is arranged to constrain all color band variations between the image locations into one integral constraining relationship.
1. An automated, computerized method for processing an image, comprising the steps of:
providing an image file depicting an image having image locations, in a computer memory;
selecting image locations i and j;
setting a constraint between the selected image locations i and j according to a relationship defined by a bi-illuminant, dichromatic reflection model (BIDR model), the constraint set as a function of a degree of change corresponding to each of an illumination change and/or a material reflectance change according to a sigmoid function based upon the BIDR model;
identifying an intrinsic component of the selected image locations as a function of the constraint; and
generating an intrinsic image corresponding to the image as a function of the intrinsic component.
2. A device which comprises:
a computer; and
a memory storing an image file containing an image having image locations;
the computer is arranged and configured to execute a routine to select image locations i and j, set a constraint between the selected image locations i and j according to a relationship defined by a bi-illuminant, dichromatic reflection model (BIDR model), the constraint set as a function of a degree of change corresponding to each of an illumination change and/or a material reflectance change according to a sigmoid function based upon the BIDR model, identify an intrinsic component of the selected image locations as a function of the constraint, and generate an intrinsic image corresponding to the image as a function of the intrinsic component.
3. A computer program product, disposed on a non-transitory computer readable media, the product including computer executable process steps operable to control a computer to: receive an image file depicting an image having image locations, select image locations i and j, set a constraint between the selected image locations i and j according to a relationship defined by a bi-illuminant, dichromatic reflection model (BIDR model), the constraint set as a function of a degree of change corresponding to each of an illumination change and/or a material reflectance change according to a sigmoid function based upon the BIDR model, identify an intrinsic component of the selected image locations as a function of the constraint, and generate an intrinsic image corresponding to the image as a function of the intrinsic component.