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Major Research Programswithin the Institute of Food Science and Engineering | |||||||||||
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On-Line Vision System for Fruit Defect DetectionA project under the direction of Dr. Yang Tao applied intelligent system techniques using camera vision in conjunction with robotics to inspect and remove defective fruit on packing lines. This research will not only liberate people from the traditional hand-sorting of fruit but will also improve product quality.
Intelligent system techniques use camera vision and robotics to detect and remove defective fruit One of the persistent problems involved in the technology of automated machine vision defect sorting lies in the discrimination between true defects and the stem-end/calyx of fruit. A novel method was developed to solve this problem, resulting in a 99% recognition rate for stem-ends and calyxes. Experimental results showed the effectiveness of the proposed method for large-scale multiple-line processing of massive numbers of fruit such as apples.
Publications from IFSE activities
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