Title :
Real-time image processing for edge inspection and defect detection in stainless steel production lines
Author :
Spinola, Carlos G. ; Canero, Juan ; Moreno-Aranda, Gonzalo ; Bonelo, Jose M. ; Martin-Vazquez, Manuel
Author_Institution :
Dept. of Electron., Malaga Univ., Malaga, Spain
Abstract :
An image acquisition and processing system to measure the width and inspect the quality of the stainless steel strip in a production line is presented in this paper. It is based on the real-time processing of the images acquired by a twin linear camera system. Image processing algorithms to detect defects and anomalies in the edges have been implemented. The core of the image processing is submitted to the GPU of the graphic card to reduce the total processing time. A system like this has been proved and installed in a stainless steel production line for quality control purposes.
Keywords :
defect states; edge detection; image processing; quality control; stainless steel; defect detection; edge inspection; image acquisition; quality control; real-time image processing; stainless steel production lines; twin linear camera system; Cameras; Coils; Graphics processing unit; Image edge detection; Steel; Welding; CUDA; GPU; Image processing; edge defect detection; edge line search; graphic card processing; quality control;
Conference_Titel :
Imaging Systems and Techniques (IST), 2011 IEEE International Conference on
Conference_Location :
Penang
Print_ISBN :
978-1-61284-894-5
DOI :
10.1109/IST.2011.5962196