Title :
ICT slice profile data pre-processing
Author :
Lv, Qiujuan ; Fang, Suping
Author_Institution :
State Key Lab. for Manuf. Syst. Eng., Xi´´an Jiaotong Univ., Xi´´an, China
Abstract :
ICT (Industrial Computerized Tomography) slice cross-sectional data inevitably have errors, and thus will directly influence model reconstruction possibility and characteristics. The data pre-processing method was investigated for the complex structure and irregular cavity parts, which can be divided into smoothed and reduction process. According to the point clouds characteristics, the profile data are divided into inner ring and outer ring, according to arc-length parameter adaptive smoothed method. In smoothed process the original data were all retained, while in the next reduction process, the smoothed data were reduced according to both the angle threshold and distance threshold. For the specified example, this method was verified and has high-efficiency for complex and irregular parts.
Keywords :
computerised tomography; object recognition; ICT; arc length parameter adaptive smoothed method; complex structure; data preprocessing method; industrial computerized tomography; model reconstruction; reduction process; Accuracy; Data models; Filtering theory; Image reconstruction; Noise; Reverse engineering; Three dimensional displays;
Conference_Titel :
Mechatronics and Automation (ICMA), 2010 International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4244-5140-1
Electronic_ISBN :
2152-7431
DOI :
10.1109/ICMA.2010.5588019