Methods of representing and analysing images
A method of representing at least one image comprises deriving at least one descriptor based on color information and color interrelation information for at least one region of the image, the descriptor having at least one descriptor element, derived using values of pixels in said region, wherein at least one descriptor element for a region is derived using a non-wavelet transform. The representations may be used for image comparisons.
1. A method of representing an image, using one or more processors, comprising:
deriving, using a processor, at least one descriptor based on colour information and colour interrelation information for at least one region of the image, the descriptor being derived using values of pixels in said region and having a plurality of descriptor elements,
wherein at least one descriptor element captures colour information which represented a pixel average using values of pixels in said region, and at least one descriptor element captures colour interrelation information which represents a difference between two averages of pixel values in said regions, and
wherein said average and said difference are calculated in said regions at different location.
2. The method of claim 1 wherein said average and said difference are calculated in different sized regions.
3. The method of claim 1 wherein all the descriptor elements are derived for a single colour channel.
4. The method of claim 1 using colour space YCrCb.
5. The method of claim 1 , further comprising deriving descriptor elements for luminance channel Y.
6. A method of representing a group of images using one or more processors, the method comprising:
deriving, using a processor, at least one descriptor based on colour information and colour interrelation information for at least one region of the image, the descriptor being derived using values of pixels in said region and having a plurality of descriptor elements,
wherein at least one descriptor element captures colour information which represents a pixel average using values of pixels in said region, and at least one descriptor element captures colour interrelation information which represents a value based on a difference between two averages of pixel values in said regions,
wherein said average and said difference are calculated in said regions at different locations; and
using said representations to represent said group of images by deriving a function of said representations to represent the group of images, wherein said function includes a statistical measure.
7. The method of claim 6 , comprising associating a plurality of descriptors for an image to form a single descriptor.
8. A method of comparing images or groups of images comprising:
comparing representations derived using the method of claim 1 or 6 to determine similarity or for image retrieval.
9. A non-transitory computer-readable medium having stored there on a computer program for executing the method of claim 1 , 6 or 8 .
10. An apparatus for representing an image comprising:
one or more processors configured to perform processes comprising
deriving, using a processor, at least one descriptor based on colour information and colour interrelation information for at least one region of the image, the descriptor being derived using values of pixels in said region and having a plurality of descriptor elements,
wherein at least one descriptor element captures colour information which represented a pixel average using values of pixels in said region, and at least one descriptor element captures colour interrelation information which represents a difference between two averages of pixel values in said regions, and
wherein said average and said difference are calculated in said regions at different location.
11. An apparatus for representing a group of images comprising:
one or more processors configured to perform processes comprising
deriving, using a processor, at least one descriptor based on colour information and colour interrelation information for at least one region of the image, the descriptor being derived using values of pixels in said region and having a plurality of descriptor elements,
wherein at least one descriptor element captures colour information which represents a pixel average using values of pixels in said region, and at least one descriptor element captures colour interrelation information which represents a value based on a difference between two averages of pixel values in said regions,
wherein said average and said difference are calculated in said regions at different locations; and
using said representations to represent said group of images by deriving a function of said representations to represent the group of images, wherein said function includes a statistical measure.
12. An apparatus for comparing images or groups of images comprising:
a descriptor database storing descriptors of images or groups of images; and
one or more processors configured to compare representations derived using the apparatus of claim 11 to determine similarity or for image retrieval.