Analisi comparativa delle varianti LBP per il rilevamento di manomissioni di immagini
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0, si combinano i descrittori di texture di LBP con CNN per migliorare l'accuratezza e la robustezza. La metodologia prevede la generazione di descrittori di texture locali con LBP e il loro inserimento in un'architettura CNN addestrata a classificare le immagini come manomesse o autentiche.
Nonostante le sfide poste dalla complessità computazionale, la ricerca mira a contribuire a un sistema affidabile di rilevamento delle manomissioni applicabile in vari scenari del mondo reale. In particolare, Uniform LBP dimostra prestazioni superiori sia in fase di addestramento che di test, raggiungendo un'accuratezza e un punteggio F1 superiore al 97% nel rilevamento delle immagini manomesse, convalidando l'efficacia dell'approccio.
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£27.18
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£10.58
£12.58 -
£16.71
£17.13
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