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针对在图像处理过程中需要对海量数据进行处理的问题，提出了一种基于压缩感知的多重测量去噪算法，并通过仿真实验验证了该去噪算法的有效性及可行性，同时也验证了该算法在保持良好的的去噪性能的同时，能大幅降低所需处理的数据量。“,”To deal with large amounts of data in image processing ,a Multi‐measurement De‐noising Algorithm based on Compressed Sensing is proposed ,and the simulation results of experimental show that it can significantly reduce the amount of data to process ,as well as its efficiency and feasibility of this method .