Lattice Boltzmann model of anisotropic diffusion for image denoising
文献类型：会议论文
| 作者 | ZhiQiang Wang; ZhuangZhi Yan; YueHong Qian; George Chen |
| 出版日期 | 2010 |
| 会议名称 | 2010 IEEE Youth Conference on Information, Computing and Telecommunications, YC-ICT 2010 |
| 英文摘要 | To overcome the inefficiency of the traditional numerical methods that implement the anisotropic diffusion model for image denoising, a novel lattice Boltzmann model of anisotropic diffusion is presented in this paper. In the model, the diffusion rate is adapted to the image itself and independently set for each direction of diffusion. The mass accumulation is calculated through a weighted summation of the particle distribution functions. Our method is stable with large iteration steps thus reducing the iteration steps greatly. The experiment results showed that compared to others, our approach performs better in terms of the resulting images as well as computing efficiency. In addition, our approach is easy for parallel implementation |
| 收录类别 | EI |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/3143]  |
| 专题 | 深圳先进技术研究院_数字所 |
| 作者单位 | 2010 |
| 推荐引用方式 GB/T 7714 | ZhiQiang Wang,ZhuangZhi Yan,YueHong Qian,et al. Lattice Boltzmann model of anisotropic diffusion for image denoising[C]. 见:2010 IEEE Youth Conference on Information, Computing and Telecommunications, YC-ICT 2010. |
入库方式： OAI收割
来源：深圳先进技术研究院
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