Paper Info
Title
FPGA design for real time flaw detection on edges using the LEDges technique
Abstract
This work presents a FPGA design for real time flaw detection on edges based on LEDges technique. The LEDges, on one hand, significantly reduces the computational effort to perform the image segmentation, representation and description. On the other hand reduces the use of costly architectural resources such as processor and memory. Thus the FPGA design of the LEDges allows the implementation of automated visual inspection systems satisfying the increasing demand for performance. We have developed, implemented and applied the FPGA design to a real industrial problem, where defects were successfully detected on edges of toothpaste tubes. We achieve lower response time and lower use of computational resources than other solutions which have same computational complexity.
Year
DOI
Venue
2012
10.1109/SBCCI.2012.6344420
Integrated Circuits and Systems Design
Keywords
Field
DocType
automatic optical inspection,field programmable gate arrays,flaw detection,image representation,image segmentation,logic design,FPGA design,LEDges technique,automated visual inspection system,computational complexity,image description,image representation,image segmentation,real industrial problem,real time flaw detection,toothpaste tube
Logic synthesis,Visual inspection,Computer science,Image representation,Field-programmable gate array,Response time,Image segmentation,Fpga design,Electronic engineering,Computational complexity theory
Conference
ISBN
Citations 
PageRank 
978-1-4673-2606-3
0
0.34
References 
Authors
7
3
Name
Order
Citations
PageRank
Ygo N. Batista100.34
Cristiano C. de Araujo200.68
Abel Guilhermino Silva-Filho36212.94