Title :
Research and implementation of a method based on IST for measuring plate parameters
Author :
Baiyang, Fu ; Hongzhe, Xu ; Weibin, Zheng ; Weilu, Zhong ; Ge, Wen
Author_Institution :
Sch. of Electron. & Inf. Eng., Xi´´an Jiaotong Univ., Xi´´an, China
Abstract :
The plate parameter measurement method can be applied to industrial intelligent control. It not only reduces the cost of plate parameter measurement, but also improves the accuracy and efficiency. Based on the practical application and research of object extraction on plate image, the paper proposes a kind of plate parameter measurement method based on ISL ( Image Segmentation and Thinning) algorithm that combines image threshold segmentation with image region thinning. Under the premise of ensuring accuracy, the method can effectively eliminate the noise and movement interference and meet the demands of real-time.
Keywords :
automatic optical inspection; feature extraction; image segmentation; image thinning; industrial control; intelligent control; interference suppression; mechanical engineering computing; plates (structures); ISL algorithm; image region thinning; image segmentation and thinning algorithm; image threshold segmentation; industrial intelligent control; movement interference; noise elimination; object extraction; plate image; plate parameter measurement method; Accuracy; Image edge detection; Image segmentation; Noise; Pixel; Prediction algorithms; Real time systems; image region thinning; image threshold segmentation; plate parameter measurement;
Conference_Titel :
Electric Information and Control Engineering (ICEICE), 2011 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-8036-4
DOI :
10.1109/ICEICE.2011.5777353