EvTexture is an event-based, vision-driven video super-resolution (VSR) technology that leverages high-frequency details in event signals to better recover texture regions in VSR. This technique uniquely proposes using event signals for texture enhancement. It iteratively refines texture regions by exploring high temporal resolution event information through a texture enhancement module, achieving more accurate and richer high-resolution details. On four datasets, EvTexture has achieved state-of-the-art performance, particularly on the Vid4 dataset, where it can achieve a gain of up to 4.67dB compared to recent event-based methods.