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InfoResearchPeer-reviewed

EvTexture++: Event-Driven Texture Enhancement for Video Super-Resolution

Source
IEEE Xplore (Security & AI Journals)(opens in a new tab)
Published
Record updated

Summary

EvTexture++ is an event-driven framework for video super-resolution that uses event signals to enhance texture rather than motion. It adds an iterative texture enhancement module and a temporal texture alignment module to reduce texture flickering across frames. Tested on five datasets, it reports state-of-the-art results and gains of up to 1.55 dB PSNR on Vid4 when plugged into existing VSR models.