This paper presents a fast JPEG2000 image downsizing method in the frequency domain, which can effectively reduce the memory requirements and implementation time. The experimental results showed that this rapid method used to convert images of 512×512 pixel into new size from 1/2×1/2 to 1/16×1/16 can in average save 53% to 77% of the execution time.