Palette-Based Color Harmonization
Related Experiment Video
Updated: May 16, 2025

Applying Hyperspectral Reflectance Imaging to Investigate the Palettes and the Techniques of Painters
Published on: June 18, 2021
Abstract:
We present a palette-based framework for color composition for visual applications and three large-scale, wide-ranging perceptual studies on the perception of color harmonization. We abstract relationships between palette colors as a compact set of axes describing harmonic templates over perceptually uniform color wheels. Our framework provides a basis for interactive color-aware operations such as color harmonization of images and videos. Because our approach to harmonization is palette-based, we are able to conduct the first controlled perceptual experiments evaluating preferences for harmonized images and color palettes. In a third study, we compare preference for archetypical harmonic palettes. In total, our studies involved over 1000 participants. We found that participants do not prefer harmonized images and that some archetypal palettes are reliably viewed as less harmonious than random palettes. These studies raise important questions for research and artistic practice.
Related Concept Videos
Color Vision
Harmonic Mean
Take the example of the speed of a car, which is the measure of the rate of distance traveled. If the vehicle traverses the same distance back-and-forth, its average speed equals the total distance traveled divided by the total time taken. However, if the car moves with varying speeds, then the arithmetic mean is more skewed...
Glassware Calibration
Volumetric flasks: Volumetric flasks are designed to prepare aqueous solutions of precise volumes accurately with a calibration line on the neck. To calibrate a volumetric flask, it is important to fill it with distilled...
Perceptual Constancy
Size constancy is the recognition that an object remains the same size, even when its image on the retina changes. For instance, a bus is perceived to be large enough to carry people, even if it looks tiny from...
IR Spectrum Peak Splitting: Symmetric vs Asymmetric Vibrations

