System and method for identifying complex tokens in an image
View Patent ↗In a first exemplary embodiment of the present invention, an automated, computerized method is provided for processing an image. According to a feature of the present invention, the method comprises the steps of providing an image file depicting an image, in a computer memory, determining log chromaticity representations for the image, clustering the log chromaticity representations as a function of an index, to provide clusters of similar log chromaticity representations and identifying regions of uniform reflectance in the image as a function of the clusters of similar log chromaticity representations.
1. An automated, computerized method for processing an image, comprising the steps of:
providing an image file depicting an image, in a computer memory;
determining log chromaticity representations for the image;
clustering the log chromaticity representations as a function of an index, to provide clusters of similar log chromaticity representations; and
identifying regions of uniform reflectance in the image as a function of the clusters of similar log chromaticity representations.
2. The method of claim 1 wherein the index is a spatial hash index.
3. The method of claim 1 comprising the further step of augmenting the clusters of similar log chromaticity representations with a user input of image characteristics.
4. The method of claim 3 comprising the further step of generating intrinsic images as a function of the regions of uniform reflectance in the image.
5. A computer system which comprises:
a CPU; and
a memory storing an image file containing an image;
the CPU arranged and configured to execute a routine to determine log chromaticity representations for the image, cluster the log chromaticity representations as a function of an index, to provide clusters of similar log chromaticity representations and identify regions of uniform reflectance in the image as a function of the clusters of similar log chromaticity representations.
6. The computer system of claim 5 wherein the index is a spatial hash index.
7. The computer system of claim 5 wherein the CPU is further arranged and configured to receive a user input of image characteristics to augment the clusters of similar log chromaticity representations.
8. The computer system of claim 7 wherein the CPU is further arranged and configured to execute a further routine to generate intrinsic images as a function of the regions of uniform reflectance in the image.
9. A computer program product, disposed on a computer readable media, the product including computer executable process steps operable to control a computer to: provide an image file depicting an image, in a computer memory, determine log chromaticity representations for the image, cluster the log chromaticity representations as a function of an index, to provide clusters of similar log chromaticity representations and identify regions of uniform reflectance in the image as a function of the clusters of similar log chromaticity representations.
10. The computer program product of claim 9 wherein the index is a spatial hash index.
11. The computer program product of claim 9 comprising the further process step of providing a user input of image characteristics to augment the clusters of similar log chromaticity representations.
12. The computer program product of claim 11 comprising the further process step of generating intrinsic images as a function of the regions of uniform reflectance in the image.