CURL: Neural Curve Layers for Global Image Enhancement

Preprint English OPEN
Moran, Sean; Leonardis, Ales; McDonagh, Steven; Slabaugh, Gregory;
(2019)
  • Subject: Electrical Engineering and Systems Science - Image and Video Processing | Computer Science - Computer Vision and Pattern Recognition | Statistics - Machine Learning
    acm: ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION

We present a novel approach to adjust global image properties such as colour, saturation, and luminance using human-interpretable image enhancement curves, inspired by the Photoshop curves tool. Our method, dubbed neural CURve Layers (CURL), is designed as a multi-colou... View more
Share - Bookmark