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In order to improve the quality of multi-dimensional video image, a design of multi-dimensional video monitoring system for Industry 4.0 is proposed. Under the background of the fourth industrial revolution, the hardware design of the system is completed by using multi-dimensional video collector design and monitoring network transmission interface design. The image pixels in the multi-dimensional video background are determined, the multi-dimensional video background is extracted, the influence of video update is prevented by low-pass filtering, the multi-dimensional video background is updated according to the detection results of multi-dimensional video frame, the multi-dimensional video tracking algorithm is proposed, the software design of the system is completed, and the multi-dimensional video monitoring is realized. The test results show that compared with the other two multi-dimensional video monitoring systems, the multi-dimensional video monitoring system for Industry 4.0 can obtain high-quality multi-dimensional video images.