Journal of Graphics
Previous Articles Next Articles
Online:
Published:
Abstract: Aiming at the problem that the existing image dehaze algorithm can not effectively enhance degraded images in complex atmospheric environment, animage dehaze algorithm based on visual physical model (VPM) is proposed bycombiningmonochrome atmospheric scattering model (MASM), atmospheric transmission function (ATF) and retinex. The model can describethe image degradation under complex atmospheric conditions such as non-uniform light degradation, haze degradation, and noise degradation. Environmental light degradation is first obtained though variational method. And then, markov random field is introduced to convert the problem of scene reflection rate to the maximum posterior probability. Finally, the brightness of scene reflectance is adjustedwith adaptive histogram equalization, and this is the final dehazed image. Experimental results show that VPM can enhance degraded images under complex atmospheric environment and has better physical fidelity and visual pleasure compared.
Key words: image dehaze, human visual system, monochrome atmospheric scattering model, retinex; atmospheric transmission function
MA Shiping, LI Quanhe, MA Hongqiang, BI Duyan. The Dehazing Algorithm Based on Visual-Physical Model[J]. Journal of Graphics, DOI: 10.11996/JG.j.2095-302X.2018020269.
0 / / Recommend
Add to citation manager EndNote|Ris|BibTeX
URL: http://www.txxb.com.cn/EN/10.11996/JG.j.2095-302X.2018020269
http://www.txxb.com.cn/EN/Y2018/V39/I2/269