GAN-VIT-CMFD: A NOVEL FRAMEWORK INTEGRATING GENERATIVE ADVERSARIAL NETWORKS AND VISION TRANSFORMERS FOR ENHANCED COPY-MOVE FORGERY DETECTION AND CLASSIFICATION WITH SPECTRAL CLUSTERING

GAN-ViT-CMFD: A novel framework integrating generative adversarial networks and vision transformers for enhanced copy-move forgery detection and classification with spectral clustering

Copy-move forgery detection (CMFD) is a critical task in digital forensics to ensure the authenticity of visual content, as the prevalence of advanced editing tools has made it increasingly easy to tamper with images.Such forgeries can have severe implications in fields like journalism, legal evidence, and cybersecurity.The motivation for adopting

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The efficacy of Gufoni maneuver for treating geotropic nystagmus horizontal semicircular canal benign paroxysmal positional vertigo

Objective To investigate the efficacy of Gufoni maneuver for treating geotropic nystagmus horizontal semicircular canal benign Stationary paroxysmal positional vertigo (BPPV).Methods We retrospectively analyzed 87 patients diagnosed as geotropic nystagmus horizontal semicircular canal BPPV from January to December 2016.All patients were treated by

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Artificial molecular motors in biological applications

Molecular motors are the cornerstone Eye Wash Stations for the maintenance of living systems and mediate almost all fundamental processes involved in cellular trafficking.The intricate mechanisms underlying natural molecular motors have been elucidated in detail, inspiring researchers in various fields to construct artificial systems with multi-dom

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