Method and device to determine a descriptor for a signal representing a multimedia item, device for retrieving items in a database, device for classification of multimedia items in a database
View Patent ↗The invention concerns a method and a device to determine a descriptor for a signal representing a multimedia item. The method comprises the step of applying to said signal a first bank of directional filters in order to obtain a first set of coefficients. According to the invention the method comprises the steps of: applying to said signal a second bank of filters in order to obtain a second set of coefficients representing the low-pass filtered signal, calculating a descriptor representing said multimedia element by making the difference between said first set of coefficients and said second set of coefficients and calculating associated power of said difference. Application to the classification and retrieval of multimedia items.
1. A method to determine a descriptor for a signal representing a multimedia item input to a computer comprising the step of applying to said signal a first bank of directional filters in order to obtain a first set of coefficients,
wherein it comprises the steps of
applying to said signal a second bank of directional filters in order to obtain a second set of coefficients representing the low-pass filtered signal,
calculating a descriptor representing said multimedia element by calculating the difference between said first set of coefficients and said second set of coefficients,
calculating associated power of said difference, and
outputting the descriptors in response to the calculated associated power.
2. Method according to claim 1 wherein said directional filters are Gabor type filters.
3. The method according to claim 1 wherein said second bank of filters consist of low-pass filters.
4. The method according to claim 2 wherein said second bank of filters consist of directional filters which calculate the means along a line lying vertically to the direction of the sensitivity of the Gabor filters.
5. The method according to claim 1 wherein said calculation of associated power of said difference is done on quadratic groups of coefficients, said obtained descriptor being a set of values, each value corresponding to the one obtained for each group.
6. The method according to claim 2 wherein said calculation of associated power of said difference is done on quadratic groups of coefficients, said obtained descriptor being a set of values, each value corresponding to the one obtained for each group.
7. The method according to claim 3 wherein said calculation of associated power of said difference is done on quadratic groups of coefficients, said obtained descriptor being a set of values, each value corresponding to the one obtained for each group.
8. The method according to claim 4 wherein said calculation of associated power of said difference is done on quadratic groups of coefficients, said obtained descriptor being a set of values, each value corresponding to the one obtained for each group.
9. The method according to claim 1 wherein said calculation of associated power of said difference is done on the whole descriptors, said obtained descriptor being a unique value.
10. The method according to claim 2 wherein said calculation of associated power of said difference is done on the whole descriptors, said obtained descriptor being a unique value.
11. The method according to claim 1 wherein the coefficients in the first set and in the second set of coefficients correspond each to one direction and to one scale of the filter.
12. The method according to claim 2 wherein the coefficients in the first set and in the second set of coefficients correspond each to one direction and to one scale of the filter.
13. The method according to claim 3 wherein the coefficients in the first set and in the second set of coefficients correspond each to one direction and to one scale of the filter.
14. The method according to claim 4 wherein the coefficients in the first set and in the second set of coefficients correspond each to one direction and to one scale of the filter.
15. The method according to claim 5 wherein the coefficients in the first set and in the second set of coefficients correspond each to one direction and to one scale of the filter.
16. The method according to claim 6 wherein the coefficients in the first set and in the second set of coefficients correspond each to one direction and to one scale of the filter.
17. The method according to claim 7 wherein the coefficients in the first set and in the second set of coefficients correspond each to one direction and to one scale of the filter.
18. A device for determining a descriptor for a signal representing a multimedia item comprising:
means for applying to said signal a first bank of directional filters in order to obtain a first set of coefficients,
means for applying to said signal a second bank directional of filters in order to obtain a second set of coefficients representing the means of said signal,
means for calculating a descriptor representing said multimedia element by calculating the difference between said first set of coefficients and said second set of coefficients and calculating associated power of said difference, and
means for outputting the descriptors in response to the calculated associated power.
19. A device for retrieving multimedia items in a database wherein it comprises
a device for determining a descriptor according to claim 18 ,
means for comparing descriptors of a sample image and descriptors of images of said database,
means for retrieving images of said database which difference of descriptors with said sample image is lower than a predetermined threshold.
20. A device for classification of multimedia items in a database wherein it comprises
a device for determining a descriptor according to claim 18 ,
clustering means for classification of said descriptors.