Image processing scientists struggle to correct optical distortions using flat fielding with limited computational tools

Researchers and engineers working with imaging systems (astronomy, microscopy, photography) need to correct vignetting and sensor artifacts using flat fielding techniques, but lack straightforward methods to apply 1-D correction arrays to 2-D images. Existing solutions require deep signal processing knowledge or expensive specialized software, creating friction in the image preprocessing pipeline.