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The real-time detection and display in the size of moving objects is an important topic in applied vision and moving image detection, and the image processing is one of the core algorithms of size detection and display. This paper mainly focuses on the processing and display of the target dynamic images that are collected in real-time, and obtained a real-time image processing result of moving objects. We arrange this article as follows:Firstly, electronic equipment is instability during image acquisition process and detection module is not inconsistent, so we will employ the median filtering and gain calibration to the real-time image of the moving objects to make the image closer to the real object, meanwhile the real-time image is displayed. Secondly, image segmentation, image binarization, corner detection and edge fitting will be used to the whole image, then the size of object is computed. Finally, VC++ will be used to display the processed image and size information. Experimental results indicates that the proposed algorithm and the software design can filter uninteresting moving objects in vedio timely and meanwhile save the interesting objects, simultaneously, it has better real-time performance and accuracy which will meet the industrial testing equipments’ needs.