Approximate computing is one of the methods to improve performance in various error-resilient applications such as image and video processing. Multipliers are part of their computing unit that often requires many resources. In this paper, an approximate (8; 2) compressor is designed and com-pared with other available approximate compressors for quality, power consumption, delay and area in the circuit. The proposed approximate compressor is used in 8 x 8 and 16 x 16 multipliers. To show the quality of the proposed compressor, the proposed approximate multiplier of 8 x 8 used to multiply two images in MATLAB tools, then qualitative parameters of SSIM and PSNR were mea-sured and acceptable results were obtained. Also, the MED and NED accuracy parameters indicate the acceptable error rate in the output of the proposed 8 x 8 multiplier circuit. Finally, we synthe-sized the proposed approximate compressor and multiplier designs by a Synopsys Design Compiler. The proposed 16 x 16 multiplier can improve delay, area and Power Delay Products by 5%, 17%, and 8%, respectively, compared to other similar existing approximate multipliers.