Title :
Components outline subsection distill based on vertex detection
Author :
Zhang, Daode ; Hu, Xinyu ; Yang, Guangyou
Author_Institution :
Sch. of Mech. Eng., Hubei Univ. of Technol., Wuhan, China
Abstract :
In view of the machine parts examination and the recognition situation to the needs of components image outside feature extraction, this paper introduces the Harris operator´s basic theory and the realization process of algorithm, analyzes two factors which influence the corner extraction such as noise sensitivity and threshold value, proposes the technique of extraction straight line and circular arc through Hough transformation, and realizes the components outline Subsection distill unifies the Harris vertex examination theory. The work provides the foundation of technology for further research about machinery parts detection and recognition.
Keywords :
Hough transforms; edge detection; feature extraction; machine components; mechanical engineering computing; object detection; Harris vertex examination theory; Hough transformation; circular arc extraction; components image recognition; components outline subsection distill; feature extraction; machine parts detection; straight line extraction; vertex detection; Algorithm design and analysis; Data mining; Feature extraction; Geometry; Image edge detection; Noise; Shape; Harris; Machine parts; Subsection distill Introduction; Vertex;
Conference_Titel :
Image and Signal Processing (CISP), 2010 3rd International Congress on
Conference_Location :
Yantai
Print_ISBN :
978-1-4244-6513-2
DOI :
10.1109/CISP.2010.5646896