e900f286_ssim_pca_K._pcamatlab新算法_pca降噪

上传者: 42696271 | 上传时间: 2021-09-28 15:02:18 | 文件大小: 632KB | 文件类型: RAR
PCA图像降噪新算法-LPG PCA,全名叫做Two-stage Image Denoising by Principal Component Analysis with Local Pixel Grouping。内含算法代码和数据集,均经本人实测,可进行灰度图像和RGB图像的降噪,且PSNR和SSIM指标明显好于小波滤波、K-SVD等经典算法。值得学习图像降噪的看看!

文件下载

资源详情

[{"title":"( 29 个子文件 632KB ) e900f286_ssim_pca_K._pcamatlab新算法_pca降噪","children":[{"title":"lpgpca","children":[{"title":"Test_LPGPCA_Color.m <span style='color:#111;'> 1.42KB </span>","children":null,"spread":false},{"title":"Test_LPGPCA.m <span style='color:#111;'> 1.47KB </span>","children":null,"spread":false},{"title":"ReadMe.txt <span style='color:#111;'> 181B </span>","children":null,"spread":false},{"title":"Images","children":[{"title":"barbara.tif <span style='color:#111;'> 193.94KB </span>","children":null,"spread":false},{"title":"Parrot.tif <span style='color:#111;'> 192.42KB </span>","children":null,"spread":false},{"title":"house.tif <span style='color:#111;'> 64.18KB </span>","children":null,"spread":false},{"title":"Tower.tif <span style='color:#111;'> 192.42KB </span>","children":null,"spread":false},{"title":"house_color.tif <span style='color:#111;'> 192.42KB </span>","children":null,"spread":false},{"title":"Monarch.tif <span style='color:#111;'> 64.64KB </span>","children":null,"spread":false},{"title":"cameraman.tif <span style='color:#111;'> 64.18KB </span>","children":null,"spread":false},{"title":"lena.tif <span style='color:#111;'> 64.26KB </span>","children":null,"spread":false},{"title":"p_bar.tif <span style='color:#111;'> 48.28KB </span>","children":null,"spread":false}],"spread":true},{"title":"Code","children":[{"title":"blow.m <span style='color:#111;'> 168B </span>","children":null,"spread":false},{"title":"csnr.m <span style='color:#111;'> 462B </span>","children":null,"spread":false},{"title":"Write2Im.m <span style='color:#111;'> 506B </span>","children":null,"spread":false},{"title":"getpca2.m <span style='color:#111;'> 433B </span>","children":null,"spread":false},{"title":"getpca.m <span style='color:#111;'> 329B </span>","children":null,"spread":false},{"title":"lpgpca_new.m <span style='color:#111;'> 1.82KB </span>","children":null,"spread":false},{"title":"LPGPCA.m <span style='color:#111;'> 1.80KB </span>","children":null,"spread":false},{"title":"csnr_color.m <span style='color:#111;'> 543B </span>","children":null,"spread":false},{"title":"lpgpca_1.m <span style='color:#111;'> 1.04KB </span>","children":null,"spread":false},{"title":"getgau2.m <span style='color:#111;'> 217B </span>","children":null,"spread":false},{"title":"lpgpca_2.m <span style='color:#111;'> 1.18KB </span>","children":null,"spread":false},{"title":"getpca1.m <span style='color:#111;'> 329B </span>","children":null,"spread":false},{"title":"LPGPCA_denoising.m <span style='color:#111;'> 5.51KB </span>","children":null,"spread":false},{"title":"LPGPCA_color_denoising.m <span style='color:#111;'> 5.94KB </span>","children":null,"spread":false},{"title":"cal_ssim.m <span style='color:#111;'> 6.02KB </span>","children":null,"spread":false},{"title":"LPG_new.m <span style='color:#111;'> 823B </span>","children":null,"spread":false},{"title":"LPGPCA_color.m <span style='color:#111;'> 3.00KB </span>","children":null,"spread":false}],"spread":false}],"spread":true}],"spread":true}]

评论信息

免责申明

【只为小站】的资源来自网友分享,仅供学习研究,请务必在下载后24小时内给予删除,不得用于其他任何用途,否则后果自负。基于互联网的特殊性,【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查;无论 【只为小站】 经营者是否已进行审查,用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场,基于网友分享,根据中国法律《信息网络传播权保护条例》第二十二条之规定,若资源存在侵权或相关问题请联系本站客服人员,zhiweidada#qq.com,请把#换成@,本站将给予最大的支持与配合,做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明