Defect detection of transparent bottle mouth online

Author

Jiming Sa ; Jie Zhang ; Jinlin Zhou ; Tianyu Ruan ; Xiaopeng Tao ; Yongfeng Pan ; Zaizhen Wang

Author_Institution

Sch. of Inf. Eng., Wuhan Univ. of Technol., Wuhan, China

fYear

2014

fDate

19-23 Oct. 2014

Firstpage

747

Lastpage

750

Abstract

Particle analysis technology can be used in extracting the defective regions of the bottle mouth, and calculate their areas based on LabVIEW. Also, pattern recognition can be used to check the bottle. The system can achieve online continuous detection using DLL library to extract the bottle mouth. As well as, it can check the bottle by a preset threshold. The results show this system has high precision and short cycle and it can meet the high speed requirements of the real-time detection.

Keywords

bottles; computer vision; feature extraction; image segmentation; inspection; production engineering computing; virtual instrumentation; DLL library; LabVIEW; feature extraction; online defect detection; particle analysis technology; pattern recognition; preset threshold; transparent bottle mouth; Cameras; Charge coupled devices; Educational institutions; Instruments; Libraries; Machine vision; Mouth; bottle mouth; defective region; image understanding; machine vision; online detection;

fLanguage

English

Publisher

ieee

Conference_Titel

Signal Processing (ICSP), 2014 12th International Conference on

Conference_Location

Hangzhou

ISSN

2164-5221

Print_ISBN

978-1-4799-2188-1

Type

conf

DOI

10.1109/ICOSP.2014.7015103

Filename

7015103