Title :
Application of digital image processing in the measurement of casting surface roughness
Author :
Xiaojing, Tian ; Xiaoyu, Wang ; Longji, Wang ; Huajun, Dong
Author_Institution :
Dalian Jiaotong Univ., Dalian, China
Abstract :
This paper presents a surface image acquisition system based on digital image processing technology. The image acquired by CCD is pre-processed through the procedure of image editing, image equalization, the image binary conversation and feature parameters extraction to achieve casting surface roughness measurement. The three-dimensional evaluation method is taken to obtain the evaluation parameters and the casting surface roughness based on feature parameters extraction. An automatic detection interface of casting surface roughness based on MATLAB is compiled which can provide a solid foundation for the online and fast detection of casting surface roughness based on image processing technology.
Keywords :
feature extraction; machining; mathematics computing; production engineering computing; surface roughness; surface topography measurement; CCD; TLAB; automatic detection interface; casting surface roughness measurement; digital image processing technology; feature parameters extraction; image binary conversation; image editing; image equalization; machining; surface image acquisition system; three-dimensional evaluation method; Casting; Graphical user interfaces; Histograms; casting surface; feature parameters; image processing; roughness measurement;
Conference_Titel :
Computer Science and Information Processing (CSIP), 2012 International Conference on
Conference_Location :
Xi´an, Shaanxi
Print_ISBN :
978-1-4673-1410-7
DOI :
10.1109/CSIP.2012.6308784