Feature extraction algorithm for fill level and cap inspection in bottling machine

Proceedings of the 2011 International Conference on Pattern Analysis and Intelligent Robotics, ICPAIR 2011

Volumn 1, Issue , 2011, Pages 47-52

  Yazdi, Leila ^a   Prabuwono, Anton Satria ^a   Golkar, Ehsan ^a  

^a UNIVERSITI KEBANGSAAN MALAYSIA   (Malaysia)

Author keywords

bottle inspection; cap closure; Feature extraction; level of content detection

Indexed keywords

ARTIFICIAL INTELLIGENCE TECHNIQUES; AUTOMATED VISUAL INSPECTION SYSTEMS; BOTTLE INSPECTION; CAP CLOSURE; CONTENT DETECTION; FEATURE EXTRACTION ALGORITHMS; FILL LEVEL; HIGH QUALITY; IN-PROCESS; LIQUID LEVEL; MANUAL INSPECTION; MANUFACTURING QUALITY CONTROL; MEDICAL INDUSTRIES; NORMAL CONDITION; VISUAL INSPECTION;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; BOTTLES; COMPUTER VISION; FEATURE EXTRACTION; INVESTMENTS; LIQUIDS; OPTIMIZATION; ROBOTICS;

INSPECTION;

EID: 80052250783     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPAIR.2011.5976910     Document Type: Conference Paper

References (17)

1. th International Colloquium on Signal Processing & Its Applications (CSPA'10), 2010.
2. E. N. Malamas, E. G. M. Petrakis, M. Zervakisa, L. Petit, and J. Legat, "A survey on industrial vision systems, applications and tools," Image and Vision Computing., vol. 21, pp. 171-188, 2003.
3. th International Electrotechnica (ERK'02), 2002, pp. 283-286.
4. Y. Cheng, M. Jafari and I. Bakhadyrov, "An online 3-D visual inspection and process control", Univ. of Rutgers, NJ, USA, Rep. MURI project #N-0014-96-1-1175.
5. A. S. Prabuwono, R. Sulaiman, A. R. Hamdan, and Hasniaty A., "Development of intelligent visual inspection system (IVIS) for bottling machine", in Proc. IEEE Tencon'07, 2007.
6. H. Zhu, "New algorithm of liquid level of infusion bottle based on image processing," in Proc. International Conference on Information Engineering and Computer Science, 2009.
7. K. J. Pithadiya, C. K. Modi, and J. D. Chauhan, "Comparison of optimal edge detection algorithms for liquid level inspection in bottles," in Proc. Second International Conference on Emerging Trends in Engineering and Technology, 2009, pp. 447-452.
8. nd International Conference on Software Technology and Engineering (ICSTE'10), 2010, pp. v1-76-v1-79.
9. th Int. Conference on Process Control, 2001.
10. F. Duan, Y. Wang, and H. Lin, "A Real-time Machine Vision System for Bottle Finish Inspection," in Proc. 8th International Conference on Control, Automation, Robotics and Vision (IEEE), 2004.
11. Y. N. Wang, H. J. Liu, and F. Duan, "A bottle finish inspection method based on fuzzy support vector machine and wavelet transform," in Proc. 4th Fourth International Conference on Machine Learning and Cybernetics(IEEE), 2005, vol.8, pp. 4588-4592. (Pubitemid 41734722)
12. th World Congress on Intelligent Control and Automation, 2006, pp. 9739-9743. (Pubitemid 46541417)
13. H. Liu and Y. Wang, "Development of a computerized method to inspect empty glass bottle," in Proc. International Symposium on Computer Science and Computational Technology, 2008, pp. 118-123.
14. L. Chen, "Pattern classification by assembling small neural networks," in Proc. International Joint Conference on Neural Networks, 2005, vol.3, pp. 1947-1952. (Pubitemid 44591496)
15. S. Ramli, M. M. Mustafa, and A. Hussain, "A morphological-based approach for plastic bottle shape classification," in Proc. International Conference on Electrical Engineering and Informatics, 2007, pp. 214-217.
16. Y. Tachwali, Y. Al-Assaf, and A. R. Al-Ali, "Automatic multistage classification system for plastic bottles recycling," Resources, Conservation and Recycling, vol. 52, pp. 266-285, Nov. 2007. (Pubitemid 47470031)
17. th IEEE Student Conference on Research and Development, 2007, pp.205-209.