Post processing for improved generation of intrinsic images
View Patent ↗An automated, computerized method is provided for processing an image. The method includes the steps of providing an image file depicting an image, in a computer memory, generating an intrinsic image corresponding to the image and modifying the intrinsic image by performing an edge-preserving blur of illumination.
1. An automated, computerized method for processing an image, comprising the steps of:
providing an image file depicting an original image, in a computer memory;
generating an intrinsic image corresponding to the original image, wherein the step of generating an intrinsic image is carried out according to a spatio-spectral constraint/solver model to generate a set of intrinsic images and wherein each one of the set of intrinsic images comprises a representation of one of material or illumination, expressed as a separate, multi-band representation for the one of material or illumination, wherein each band corresponds to a segment of an electro-magnetic spectrum; and modifying the intrinsic image by performing an edge-preserving blur of illumination in the intrinsic image representation of illumination, and calculate the intrinsic image representation of material as a function of the original image and the modified intrinsic image representation of illumination.
2. A computer system which comprises:
a CPU; and
a memory storing an image file containing an original image;
the CPU arranged and configured to execute a routine to generate an intrinsic image corresponding to the original image, wherein the routine is carried out according to a spatio-spectral constraint/solver model to generate a set of intrinsic images and wherein each one of the set of intrinsic images comprises a representation of one of material or illumination, expressed as a separate, multi-band representation for the one of material or illumination, wherein each band corresponds to a segment of an electro-magnetic spectrum and modify the intrinsic image by performing an edge-preserving blur of illumination in the intrinsic image representation of illumination, and calculate the intrinsic image representation of material as a function of the original image and the modified intrinsic image representation of illumination.
3. A computer program product, disposed on a non-transitory computer readable media, the product including computer executable process steps to control a computer to: provide an image file depicting an original image, in a computer memory, generate an intrinsic image corresponding to the original image, wherein the routine is carried out according to a spatio-spectral constraint/solver model to generate a set of intrinsic images and wherein each one of the set of intrinsic images comprises a representation of one of material or illumination, expressed as a separate, multi-band representation for the one of material or illumination, wherein each band corresponds to a segment of an electro-magnetic spectrum and modify the intrinsic image by performing an edge-preserving blur of illumination in the intrinsic image representation of illumination, and calculate the intrinsic image representation of material as a function of the original image and the modified intrinsic image representation of illumination.