Title :
Pixel-wise radiometric line scanner calibration
Author :
Louw, Francois Johannes ; Iiyama, Masaaki ; Funatomi, Takuya ; Minoh, Michihiko
Abstract :
Calibrating the response function of a line scanner is very important in many fields of computer vision. We propose a method to reduce nonequivalence present in response functions of pixels. Contrary to current state-of-the-art methods our method uses a linear light source which is usually attached to line scanners for pixel-wise calibration. We define a radiant intensity function for a linear light source and fit it to captured images to calibrate the response function. We applied our method to a line sensing camera to remove streaking noise when scanning and experimental results showed a significant reduction of noise in the system.
Keywords :
calibration; cameras; image scanners; image sensors; light sources; computer vision; line sensing camera; linear light source; noise reduction; pixel-wise calibration; radiant intensity function; radiometric line scanner calibration; Calibration; Cameras; Charge coupled devices; Light sources; Mathematical model; Noise; Polynomials;
Conference_Titel :
Machine Vision Applications (MVA), 2015 14th IAPR International Conference on
Conference_Location :
Tokyo
DOI :
10.1109/MVA.2015.7153171