Title :
A L0 norm transmission model for defogging images
Author :
Chung-Chih Cheng ; Fan-Chieh Cheng ; Po-Hsiung Lin ; Shih-Chia Huang
Author_Institution :
Dept. of Electron. Eng., Nat. Taipei Univ. of Technol., Taipei, Taiwan
Abstract :
In this paper, we propose a new transmission model using LO norm for image fog removal. In the prior work, the bilateral filter was used to reduce the halo artifacts. However, it is only a local optimization. Hence, we observe non-zero gradients to develop the gradient smoothing method for global control. The proposed model then locates significant edges to highlight the prominent parts of an image. Experimental results show the effectiveness of the proposed model for defogging.
Keywords :
filters; gradient methods; image denoising; image enhancement; optimisation; smoothing methods; L0 norm transmission model; bilateral filter; gradient smoothing method; halo artifacts; image fog removal; nonzero gradients;
Conference_Titel :
Consumer Electronics - Taiwan (ICCE-TW), 2014 IEEE International Conference on
Conference_Location :
Taipei
DOI :
10.1109/ICCE-TW.2014.6904032