CPC G06F 16/5866 (2019.01) [G06F 16/532 (2019.01); G06F 16/583 (2019.01); G06N 3/04 (2013.01); G06Q 20/388 (2013.01)] | 10 Claims |
1. A computer-implemented method in a user control server, implemented at least partially in hardware, for merchant logo detection with artificial intelligence (AI) for improving user control to ISO back-end transaction approvals between acquirer processors and issuer processors over a data communication network, the method comprising:
receiving a transmission, at a network communication interface coupled to the data communication network, ISO data packets with merchant name;
transforming raw merchant data from the ISO data packets to enriched merchant data;
identifying logo candidates for a specific ISO data from external resources based on the enriched merchant data;
filtering out low quality images of the logo candidates with image analysis including entropy ratio evaluations of the logo candidates;
processing the logo candidates with high quality filtering including classification of the logo candidates with a deep learning classifier for distinguishing logos from non-logos;
selecting a logo from the logo candidates to associate with the ISO data packets; and
generating a display having the selected logo associated with a transaction of the ISO data packets.
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