Title :
Human sensitivity of color defects inspection
Author :
Hata, Seiji ; Miyashita, Yoshihiro ; Hanafusa, Hideyuki
Author_Institution :
Inf. & Comput. Sci. Lab., Kagawa Univ., Takamatsu, Japan
Abstract :
Visual inspection is one of the important quality control functions of production lines. In this area, many automatic visual inspection machines have been introduced and proved their effectiveness. Today, visual inspection is going to be applied to the small and vague color defects inspection. In these cases, the measured color signal values do not correspond to human sensitivity. So, it is very important to evaluate the human sensitivity of color defects. There are three components to describe the color. They are brightness, hue and saturation. These parameters influence the human sensitivity to detect color defects. In this research, to develop the visual inspection system of color defects, human sensitivity changes according to the different color parameters are evaluated and in the color defects inspection machine, color signals are normalized by the evaluated human sensitivities. Through this normalization, the color visual inspection machine has the same ability with human inspectors
Keywords :
automatic optical inspection; colour; colour vision; computer vision; quality control; automatic visual inspection machines; brightness; color defects inspection; color defects inspection machine; color visual inspection machine; hue; human sensitivity; measured color signal values; quality control functions; saturation; visual inspection; Brightness; Color; Computer science; Computer science education; Displays; Educational products; Humans; Inspection; Pixel; Production;
Conference_Titel :
Industrial Electronics, Control, and Instrumentation, 1996., Proceedings of the 1996 IEEE IECON 22nd International Conference on
Conference_Location :
Taipei
Print_ISBN :
0-7803-2775-6
DOI :
10.1109/IECON.1996.565965