Separating the UI slider from the underlying strength parameter and remapping it based on perceptual distance creates intuitive, predictable image editing interfaces that users prefer.
UniSlider makes image editing sliders feel natural by ensuring perceptual change increases smoothly and predictably as you move the slider. Current methods produce uneven results—some slider positions cause no visible change while others transform the image abruptly.