Overview
EvTexture is a novel video super-resolution method that utilizes event signals for texture enhancement, achieving state-of-the-art performance on four datasets.
Event-driven Texture Enhancement
EvTexture utilizes event signals to enhance the texture restoration in VSR, achieving state-of-the-art performance on four datasets.
Bidirectional Recurrent Network
EvTexture adopts a bidirectional recurrent network, where features are propagated forward and backward to enhance the restoration of texture regions.
Iterative Texture Enhancement Module
EvTexture uses an iterative texture enhancement module to progressively refine the feature across multiple iterations, leveraging high-frequency textural information from events along with context information from the current frame.
High-Temporal-Resolution Event Information
EvTexture leverages high-temporal-resolution event information to better recover texture regions in VSR.
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Editorial note
Pricing checked: Sep 20, 2026. Official website is active. Please verify current pricing and terms directly on the official site.
Record updated: Sep 20, 2026
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