搜索资源列表
BLS-GSM_Denoising
- BLS-GSM 即\"Bayesian Least Squares - Gaussian Scale Mixture\".基于贝叶斯最小平方-高斯概率混合模型的算法。用于图像去噪。相关文献索引详见readme
基于BLS-GSM的图像去噪程序
- 基于BLS-GSM的图像去噪程序，在去噪的同时，能更多地保留图像的边缘和细节
BLS-GSM_Denoising
- 基于小波域隐马尔可夫模型的图像降噪，性能最好的图像降噪程序。 -Based on wavelet-domain Hidden Markov Model of image noise, the performance of the best image noise reduction procedures.
decomp_reconst_full
- Decompose image into subbands, denoise, and recompose again. fh = decomp_reconst(im,Nsc,Nor,block,noise,parent,covariance,optim,sig) covariance: are we considering covariance or just variance? optim: for choosing between BLS-GSM (opti
decomp_reconst_W
- Decompose image into subbands, denoise using BLS-GSM method, and recompose again. fh = decomp_reconst(im,Nsc,filter,block,noise,parent,covariance,optim,sig) im: image Nsc: number of scales filter: type of filter used (see namedFilt
decomp_reconst_WU
- Decompose image into subbands (undecimated wavelet), denoise, and recompose again. fh = decomp_reconst_wavelet(im,Nsc,daub_order,block,noise,parent,covariance,optim,sig) im : image Nsc: Number of scales daub_order: Order of the daubec
Denoising-3-in-1
- 去噪算法matlab源码三合一，包含BLS-GSM，BM3D，NLM-Denosing algorithms 3 in 1, include BLS-GSM+ BM3D+ NLM
Denoise-Methods
- 程序实现了三种去噪算法：BLS-GSM/BM3D/NLM，评价指标为PSNR/SSIM.-Program implements three de-noising algorithm: BLS-GSM/BM3D/NLM, with evaluation of PSNR/SSIM.
BLS-GSM
- BLS-GSM代表“Bayesian Least Squares - Gaussian Scale Mixture(贝叶斯最小二乘-高斯尺度混合模型)”。 这个工具箱实现了该篇论文中介绍的算法： J Portilla, V Strela, M Wainwright, E P Simoncelli, Image Denoising using Scale Mixtures of Gaussians in the Wavelet Domain, IEEE Transaction
BM3Da
- BLS_GSM算法的matlab版源代码，实现图像去噪，去噪效果非常好，程序完整，能运行-BLS GSM algorithm matlab version of the source code to achieve denoising, denoising effect is very good, complete procedures, can run