Evaluation system
View Patent ↗An evaluation system ( 10 ) for evaluating media is described. The system is particularly suitable for evaluating banknotes to determine their suitability for use in an ATM. The system comprises sensing means ( 12 ) for sensing properties of media ( 18 ) including the location of any imperfection in the media, and an evaluation module ( 16 ) for evaluating imperfections in the media( 18 ). The evaluation module ( 16 ) includes a classifier ( 52 ) comprising an artificial neural network ( 60 ) and fuzzy logic ( 66 ). The evaluation module ( 16 ) may include a plurality of classifiers ( 52 ), and a second level classifier ( 56 ) for generating a suitability index ( 20 ) from the outputs of the first level classifiers ( 52 ). A method of evaluating media is also described.
1. A computing machine implemented method of evaluating media, the method comprising the steps of:
sensing properties of media including the location of any imperfection in the media;
evaluating any imperfections in one or more predefined critical locations on the media;
generating a first damage value based on the imperfections in the critical locations;
evaluating any imperfections in any non-critical locations on the media;
generating a second damage value based on the imperfections in the non-critical locations; and
combining the first and second damage values to generate a single damage index.
2. A computing machine implemented evaluation module for coupling to a sensing arrangement, the evaluation module comprising:
a classifier including first evaluating means for evaluating any imperfections in one or more predefined critical locations on media and generating a first damage value, second evaluating means for evaluating any imperfections in any non-critical locations on the media and generating a second damage value, and combining means for combining the first and second damage values to generate a single damage index.
3. A computing machine implemented evaluation module according to claim 2 , further comprising a number of classifiers, and a second level classifier for receiving the single damage index from each classifier and for generating a suitability index therefrom.
4. A computing machine implemented method of evaluating media, the method comprising the steps of:
sensing the media;
detecting one or more physical imperfections in the media;
determining properties of each of the imperfections in the media;
generating a damage index associated with each imperfection based on the determined properties; and
generating a single suitability index based on a combination of each damage index.
5. A computing machine implemented method of evaluating media, the method comprising the steps of:
sensing the media;
detecting at least one physical imperfection in the media;
determining properties of each imperfection in the media;
generating a damage index associated with each imperfection based upon the determined properties of the imperfection; and
generating a single suitability index based upon a combination of each damage index.
6. A computing machine implemented evaluation system for evaluating media, the system comprising:
sensing means for sensing properties of media including the location of any imperfection in the media; and
an evaluation module for evaluating imperfections in the media, the evaluation module comprising an artificial neural network and a fuzzy system;
wherein the evaluation module includes a classifier including first evaluating means for evaluating any imperfections in one or more predefined critical locations on the media and generating a first damage value, second evaluating means for evaluating any imperfections in any non-critical locations on the media and generating a second damage value, and combining means for combining the first and second damage values to generate a single damage index.
7. A computing machine implemented evaluation system according to claim 6 , wherein the first evaluating means comprises a fuzzy system, and the second evaluating means comprises an artificial neural network.
8. A computing machine implemented evaluation system according to claim 6 , wherein the evaluation module includes a plurality of classifiers, and a second level classifier for receiving the single damage index from each classifier and for generating a suitability index therefrom.
9. A computing machine implemented evaluation module for evaluating imperfections in media, the evaluation module comprising:
a classifier including (i) a fuzzy system for evaluating any imperfections in one or more predefined critical locations on the media and generating a first damage value, (ii) an artificial neural network for evaluating any imperfections in any non-critical locations on the media and generating a second damage value, and (iii) combining means for combining the first and second damage values to generate a single damage index.
10. A computing machine implemented evaluation module according to claim 9 , further comprising (i) another classifier, and (ii) a second level classifier for receiving the single damage index from each classifier and for generating a suitability index therefrom.