arXiv Computer Vision#tech
Learning Reference-Guided Exposure Correction with Hybrid Illumination Characteristicstranslating…
Factuality: 64/100UnknownarXiv Publishing Co.
arXiv:2605.26729v1 Announce Type: new
Abstract: We present HICNet, a reference-guided exposure correction framework. A lightweight, content-agnostic encoder distills each image into a compact illumination embedding capturing regional brightness, edge contrast, and higher-order luminance moments. The embedding difference between a source and its reference drives a multi-scale modulation network that combines FiLM-based global adjustment with Photometric Channel Rebalancing for fine-grained, illu