EvLIR processes ordered event voxels with a lightweight ConvGRU-based TERM to generate bounded illumination corrections that improve Retinex estimation and reliability-aware restoration, topping eleven of twelve benchmark metrics.
See: See everything every time–adaptive brightness adjustment for broad light range images via events.arXiv preprint arXiv:2502.21120, 2025
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EvLIR: Learning Illumination Residuals from Ordered Events for Low-Light Image Enhancement
EvLIR processes ordered event voxels with a lightweight ConvGRU-based TERM to generate bounded illumination corrections that improve Retinex estimation and reliability-aware restoration, topping eleven of twelve benchmark metrics.