Distortion
lastmod 2024-07-03created 2023-10-244 edits
In geometric optics, distortion is a deviation from rectilinear projection; a projection in which straight lines in a scene remain straight in an image. It is a form of optical aberration.
Image distortion is one of the optical aberrations. While other aberrations relate to the focus sharpness of the image, distortion relates to the overall shape (Shape) of the image. Distortion is usually expressed as a percentage of the ideal image height for the distance deviating from the ideal image position. Distortion produces a Pincushion (spool-shaped) or Barrel (cylinder-shaped) effect that differs from an accurate image of the subject. In general, a zoom lens shows negative (barrel) distortion at its shortest focal length (widest angle) and positive (pincushion) distortion at its longest focal length (maximum telephoto).
Radial distortion
Although distortion can be irregular or follow many patterns, the most commonly encountered distortions are radially symmetric, or approximately so, arising from the symmetry of a photographic lens. These radial distortions can usually be classified as either barrel distortions or pincushion distortions.
Barrel distortion
Pincushion distortion
Mustache distortion
Camera Models
- [Recommended] Camera models and lens distortion - gaussian37 1
Pinhole camera model
Pinhole_camera_model.png
Fisheye camera model
Transform
Thin-Plate Spline Shape Transform
- Texture Mapping using multiple quads with getPerspectiveTransform / warpPerspective - OpenCV
- cv2.createThinPlateSplineShapeTransformer
Circular hemisphere shape (think of a dome-shaped CCTV)
Thin-Plate_Spline_Shape_Transform_Example.jpeg
See also
- Closed-circuit television (CCTV)
- Field of view; (FoV)
- Camera
- OpenCV:Camera
- OpenCV:calib3d - Camera Calibration and 3D Reconstruction
- Homography
- Camera Calibration
- Image Processing
- Distorting mirror
- Angle of view
Favorite site
- Distortion (optics) - Wikipedia
- Image distortion - Wikipedia (Korean)
- OpenCV - 15. Remapping, Concave/Convex Lens Distortion, Radial Distortion
- [Recommended] Camera models and lens distortion - gaussian37 2
References
-
Lens_distortion_-_gaussian37.pdf ↩