Wang Ronggui, Zhou Liang, Zhang Xinlong, Fu Jianfeng. Novel JPEG image enhancement method based on Retinex theory[J]. Journal of Image and Graphics, 2011, 16(12): 2124-2132. DOI: 10.11834/jig.20111205.
Novel JPEG image enhancement method based on Retinex theory
A new JPEG image enhancement method based on Retinex theory is proposed to improve the existing enhancement methods. The exiting methods cannot enhance images effectively because after JPEG compression images will lose some information. The proposed algorithm enhances images before quantization in the JPEG compression process to use full primal information of images. The discrete cosine transform (DCT) coefficients are divided into the incident component (DC coefficients) and the reflection component (AC coefficients) based on the Retinex theory; the DC coefficients are adjusted in the image dynamic range
and the AC coefficients are adjusted to enhance the details with the enhancement factors of the DC coefficients. The block artifacts will be suppressed by smoothing the DCT coefficients. Compared to other enhancement algorithms
results show the new approach’s efficiency in details enhancement and color preserving
while keeping the same compression ratio as the normal JPEG compression.