Tablet counting machine base on image processing

C. Phromlikhit, Fusak Cheevasuvit
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引用次数: 4

Abstract

This paper proposes Tablet counter machine base on image processing. A digital webcam creates an image of drug being dispensed. This image is displayed in standard RGB model. The original image will change to grayscale image. Then grayscale image will filtered for noise using a median filter and then using threshold we obtain a digital binary image of the pill being dispensed. The image is further processed using erosion and dilation. The actual number of drug in the image is determine by applying connected component labeling and centroid process. Our experiment used 6 mm. to 12 mm. samples with accurate results.
基于图像处理的片剂计数机
提出了一种基于图像处理的片剂计数器。数码网络摄像头拍摄出药物被分配的图像。此图像以标准RGB模型显示。原始图像将变为灰度图像。然后用中值滤波器对灰度图像进行噪声滤波,再用阈值法得到被分配药片的数字二值图像。使用侵蚀和膨胀对图像进行进一步处理。通过连通分量标记和质心处理确定图像中药物的实际数量。我们的实验使用了6毫米至12毫米的样品,结果准确。
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