Cette th???se explore l'utilisation des motifs binaires locaux (LBP) et des r???seaux neuronaux convolutifs (CNN) pour d???tecter la falsification d'images, un probl???me de plus en plus r???pandu dans le paysage num???rique d'aujourd'hui. Gr???ce ??? une analyse comparative de quatre variantes de LBP ??? l'aide de l'ensemble de donn???es CASIA-2.0, il combine les descripteurs de texture de LBP avec CNN pour am???liorer la pr???cision et la robustesse. La m???thodologie consiste ??? g???n???rer des descripteurs de texture ...
Read More
Cette th???se explore l'utilisation des motifs binaires locaux (LBP) et des r???seaux neuronaux convolutifs (CNN) pour d???tecter la falsification d'images, un probl???me de plus en plus r???pandu dans le paysage num???rique d'aujourd'hui. Gr???ce ??? une analyse comparative de quatre variantes de LBP ??? l'aide de l'ensemble de donn???es CASIA-2.0, il combine les descripteurs de texture de LBP avec CNN pour am???liorer la pr???cision et la robustesse. La m???thodologie consiste ??? g???n???rer des descripteurs de texture locaux avec le LBP et ??? les introduire dans une architecture CNN entra???n???e ??? classer les images comme ???tant trafiqu???es ou authentiques. En d???pit de difficult???s telles que la complexit??? informatique, la recherche vise ??? contribuer ??? un syst???me fiable de d???tection de la falsification applicable ??? divers sc???narios du monde r???el. Notamment, Uniform LBP d???montre des performances sup???rieures ??? la fois en termes de temps de formation et de temps de test, atteignant une pr???cision et un score F1 sup???rieurs ??? 97% dans la d???tection de la falsification d'images, validant ainsi l'efficacit??? de l'approche.
Read Less
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
Fine. Text in French. Trade paperback (US). Glued binding. 84 p. In Stock. 100% Money Back Guarantee. Brand New, Perfect Condition, allow 4-14 business days for standard shipping. To Alaska, Hawaii, U.S. protectorate, P.O. box, and APO/FPO addresses allow 4-28 business days for Standard shipping. No expedited shipping. All orders placed with expedited shipping will be cancelled. Over 3, 000, 000 happy customers.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
New. Text in French. Trade paperback (US). Glued binding. 84 p. In Stock. 100% Money Back Guarantee. Brand New, Perfect Condition, allow 4-14 business days for standard shipping. To Alaska, Hawaii, U.S. protectorate, P.O. box, and APO/FPO addresses allow 4-28 business days for Standard shipping. No expedited shipping. All orders placed with expedited shipping will be cancelled. Over 3, 000, 000 happy customers.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
Fine. Text in French. Trade paperback (US). Glued binding. 84 p. In Stock. 100% Money Back Guarantee. Brand New, Perfect Condition, allow 4-14 business days for standard shipping. To Alaska, Hawaii, U.S. protectorate, P.O. box, and APO/FPO addresses allow 4-28 business days for Standard shipping. No expedited shipping. All orders placed with expedited shipping will be cancelled. Over 3, 000, 000 happy customers.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
New. Text in French. Trade paperback (US). Glued binding. 84 p. In Stock. 100% Money Back Guarantee. Brand New, Perfect Condition, allow 4-14 business days for standard shipping. To Alaska, Hawaii, U.S. protectorate, P.O. box, and APO/FPO addresses allow 4-28 business days for Standard shipping. No expedited shipping. All orders placed with expedited shipping will be cancelled. Over 3, 000, 000 happy customers.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
PLEASE NOTE, WE DO NOT SHIP TO DENMARK. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Please note we cannot offer an expedited shipping service from the UK.
