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National Repository of Grey Literature

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Reconstruction and Enhancement of Damaged Parts of Fingerprint Images Špila, Andrej ; Rydlo, Štěpán (referee) ; Heidari, Mona (advisor) Táto práca sa zaoberá problémom rekonštrukcie snímkov odtlačkov prsta so zameraním na neobnovyteľné oblasti poškodené rôznymi kožnými ochoreniami. Generatívne súperi- ace siete s trénovateľnou konvolučnou vrstvou s gaborovými filtrami bola natrénovaná na dátovej sade reálnych snímkov odtlačkov prsta. Práca predvádza že natrénovaný model vie spoľahlivo rekonštruovať malé oblasti ľubovoľného tvaru a v prípade väčších oblastí, globálne skóre kvality rekonštruovaného odtlačku prsta získané využitím softvéru NIST biometric image software sa v porovnaní s originálnym snímkom navýšilo. Je navrhnutý štandardizovaný formát pre snímky odtlačkov prsta ktorý pomohol stabilizovat trénovanie generatívnych súperiacich sietí. Detailed record

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