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3 December 2015 Techniques of vision inspection aided by kalman filter in medicine packing production
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Proceedings Volume 9794, Sixth International Conference on Electronics and Information Engineering; 979422 (2015) https://doi.org/10.1117/12.2203246
Event: Sixth International Conference on Electronics and Information Engineering, 2015, Dalian, China
Abstract
In order to avoid dependence on hardware devices and realize rapid vision detection of medicine defects on packing machine, a vision-based inspection method was proposed by the combination of kalman filter and image processing techniques. A kalman filter model was established to predict medicine movement and used to control the TV camera. The image detection results were adopted to update the kalman filter measurement in real-time inspection process. In this way, the images for medicines packed in the form of aluminum-plastic blister were achieved at a fixed position of the transferring platform. Experimental results indicate that the estimation approach was accurate enough to be capable of triggering vision inspection without proximity sensors used in traditional vision inspection systems.
© (2015) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Hongxia Cui and Jiaqi Liu "Techniques of vision inspection aided by kalman filter in medicine packing production", Proc. SPIE 9794, Sixth International Conference on Electronics and Information Engineering, 979422 (3 December 2015); https://doi.org/10.1117/12.2203246
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