Disclosed are an image decompression method and a device for executing the same. Taking the first row of original pixel data in a frame of image as initial reference data, the image decompression method comprises the following steps: step 1, reading and judging whether each compressed pixel data in the i row after the frame of image is compressed is within a preset threshold range; if so, adding the compressed pixel data with the data at the same address in the reference data; otherwise, reading non-compressed pixel data corresponding to the pixel address of the compressed pixel data, and adding the non-compressed pixel data with the data at the same address in the reference data; and step 2, judging whether the value of i is equal to the total row number in the frame of image, if so, completing decompression of the frame of image, otherwise, setting i=i+1, and returning to step 1, wherein the initial value of i is set to 2. The image decompression method is simple in level, definite in significance and easy to implement, and can fast realize non-destructive recovery and reconstruction for an image of specific compressed data stream.