Environment Perturbers#

Environment perturbers simulate atmospheric and weather-related effects that occur in real-world imaging conditions, such as haze, fog, and water droplets on camera lenses. These perturbations model environmental degradation of image quality.

Perturbation

Required Inputs

Optional Parameters

HazePerturber

Image (RGB/Grayscale)

  • factor

  • depth_map

  • sky_color

  • boxes

WaterDropletPerturber

Image (RGB/Grayscale)

  • size_range

  • num_drops

  • blur_strength

  • psi

  • n_air

  • n_water

  • f_x

  • f_y

  • seed

  • boxes