nmf的matlab代码-SDGNMF:此回购实现了JingJing等人的“稀疏双图正则化NMF图像共聚”特征提取的迭代过程。在DLUT

上传者: 38582793 | 上传时间: 2023-04-14 21:01:13 | 文件大小: 40.68MB | 文件类型: ZIP
nmf的matlab代码SDGNMF 用于图像共聚的稀疏双图正则化NMF 此存储库实现了Jing Sun等人针对“稀疏双图正则化NMF进行图像共聚”提出的聚类算法的迭代更新过程。此代码在人脸上进行聚类实验(ORL-32和PIE-pose27 )和对象(COIL20)数据集以获得AC和NMI,然后验证SDGNMF的聚类有效性。 此外,该代码还可以显示我们的稀疏性研究和运行时间,以便与其他基于NMF的聚类方法进行比较。 依存关系 该代码支持Matlab。 跑步 主目录 下载本文 引文 如果您认为此代码有用,请引用: 孙静,王志辉,孙富明,李浩杰*。 用于图像共聚的稀疏双图正则化NMF。 神经计算,2018,316(NOV.17):156-165。

文件下载

资源详情

[{"title":"( 88 个子文件 40.68MB ) nmf的matlab代码-SDGNMF:此回购实现了JingJing等人的“稀疏双图正则化NMF图像共聚”特征提取的迭代过程。在DLUT","children":[{"title":"SDGNMF-main","children":[{"title":"hungarian.m <span style='color:#111;'> 11.51KB </span>","children":null,"spread":false},{"title":"EuDist2.m <span style='color:#111;'> 1.17KB </span>","children":null,"spread":false},{"title":"main.m <span style='color:#111;'> 9.55KB </span>","children":null,"spread":false},{"title":"showYuanTu.m <span style='color:#111;'> 490B </span>","children":null,"spread":false},{"title":"SDGNMF-Binary-ORL.mat <span style='color:#111;'> 3.43KB </span>","children":null,"spread":false},{"title":"projfunc.m <span style='color:#111;'> 1.47KB </span>","children":null,"spread":false},{"title":"SDGNMF-Binary-COIL.mat <span style='color:#111;'> 3.14KB </span>","children":null,"spread":false},{"title":"nmi.m <span style='color:#111;'> 1.86KB </span>","children":null,"spread":false},{"title":"Accuracy","children":[{"title":"Yale-32.fig <span style='color:#111;'> 30.83KB </span>","children":null,"spread":false},{"title":"PIE-pose27.fig <span style='color:#111;'> 23.36KB </span>","children":null,"spread":false},{"title":"ORL-32.fig <span style='color:#111;'> 23.01KB </span>","children":null,"spread":false},{"title":"COIL20.fig <span style='color:#111;'> 24.28KB </span>","children":null,"spread":false},{"title":"AC.m <span style='color:#111;'> 2.95KB </span>","children":null,"spread":false}],"spread":true},{"title":"SDGNMF-Yale.mat <span style='color:#111;'> 192B </span>","children":null,"spread":false},{"title":"Accuracy.m <span style='color:#111;'> 334B </span>","children":null,"spread":false},{"title":"ORL_32.mat <span style='color:#111;'> 367.76KB </span>","children":null,"spread":false},{"title":"sp.m <span style='color:#111;'> 715B </span>","children":null,"spread":false},{"title":"SDGNMF.m <span style='color:#111;'> 2.47KB </span>","children":null,"spread":false},{"title":"BMWM_Mex.dll <span style='color:#111;'> 20.00KB </span>","children":null,"spread":false},{"title":"sp1.m <span style='color:#111;'> 688B </span>","children":null,"spread":false},{"title":"litekmeans.m <span style='color:#111;'> 16.19KB </span>","children":null,"spread":false},{"title":"demo_coil20.m <span style='color:#111;'> 1.60KB </span>","children":null,"spread":false},{"title":"label.mat <span style='color:#111;'> 424B </span>","children":null,"spread":false},{"title":"bestMap.m <span style='color:#111;'> 630B </span>","children":null,"spread":false},{"title":"MutualInfo.m <span style='color:#111;'> 1.06KB </span>","children":null,"spread":false},{"title":"Yale_32.mat <span style='color:#111;'> 157.25KB </span>","children":null,"spread":false},{"title":"SDGNMF-PIE.mat <span style='color:#111;'> 3.53KB </span>","children":null,"spread":false},{"title":"AC_c_g.m <span style='color:#111;'> 1.36KB </span>","children":null,"spread":false},{"title":"PIE_pose27.mat <span style='color:#111;'> 2.46MB </span>","children":null,"spread":false},{"title":"AC.m <span style='color:#111;'> 1.57KB </span>","children":null,"spread":false},{"title":"AC.mat <span style='color:#111;'> 177B </span>","children":null,"spread":false},{"title":"SDGNMF-Binary-Yale.mat <span style='color:#111;'> 3.34KB </span>","children":null,"spread":false},{"title":"evalClust_Error.m <span style='color:#111;'> 481B </span>","children":null,"spread":false},{"title":"SDGNMF-ORL.mat <span style='color:#111;'> 184B </span>","children":null,"spread":false},{"title":"SDGNMF-COIL.mat <span style='color:#111;'> 184B </span>","children":null,"spread":false},{"title":"basis image","children":[{"title":"Yale-32","children":[{"title":"Yale-2.fig <span style='color:#111;'> 2.57MB </span>","children":null,"spread":false},{"title":"Yale-4.fig <span style='color:#111;'> 2.57MB </span>","children":null,"spread":false},{"title":"Yale-3.fig <span style='color:#111;'> 2.57MB </span>","children":null,"spread":false},{"title":"Yale-1(1).fig <span style='color:#111;'> 2.57MB </span>","children":null,"spread":false},{"title":"ale-Y.fig <span style='color:#111;'> 1.58MB </span>","children":null,"spread":false},{"title":"Yale-5.fig <span style='color:#111;'> 2.57MB </span>","children":null,"spread":false},{"title":"Yale-6.fig <span style='color:#111;'> 1.44MB </span>","children":null,"spread":false}],"spread":false},{"title":"PIE-pose27","children":[{"title":"PIE-1.fig <span style='color:#111;'> 1.02MB </span>","children":null,"spread":false},{"title":"PIE-6.fig <span style='color:#111;'> 1.62MB </span>","children":null,"spread":false},{"title":"PIE-5.fig <span style='color:#111;'> 1.66MB </span>","children":null,"spread":false},{"title":"PIE-2.fig <span style='color:#111;'> 1.04MB </span>","children":null,"spread":false},{"title":"PIE-3.fig <span style='color:#111;'> 1.07MB </span>","children":null,"spread":false}],"spread":false},{"title":"COIL20","children":[{"title":"COIL-5.fig <span style='color:#111;'> 1.43MB </span>","children":null,"spread":false},{"title":"COIL-2.fig <span style='color:#111;'> 1.37MB </span>","children":null,"spread":false},{"title":"COIL-6.fig <span style='color:#111;'> 1.40MB </span>","children":null,"spread":false},{"title":"COIL-3.fig <span style='color:#111;'> 1.37MB </span>","children":null,"spread":false},{"title":"COIL-4.fig <span style='color:#111;'> 1.38MB </span>","children":null,"spread":false},{"title":"COIL-1.fig <span style='color:#111;'> 1.38MB </span>","children":null,"spread":false}],"spread":false},{"title":"ORL-32","children":[{"title":"ORL-5.fig <span style='color:#111;'> 1.83MB </span>","children":null,"spread":false},{"title":"ORL-6.fig <span style='color:#111;'> 1.74MB </span>","children":null,"spread":false}],"spread":false}],"spread":false},{"title":"FZ.mat <span style='color:#111;'> 2.20KB </span>","children":null,"spread":false},{"title":"R_AC.m <span style='color:#111;'> 507B </span>","children":null,"spread":false},{"title":"CanShu_beta.m <span style='color:#111;'> 3.95KB </span>","children":null,"spread":false},{"title":"V.mat <span style='color:#111;'> 86.84KB </span>","children":null,"spread":false},{"title":"NormalizeFea.m <span style='color:#111;'> 1.28KB </span>","children":null,"spread":false},{"title":"COIL20.mat <span style='color:#111;'> 2.88MB </span>","children":null,"spread":false},{"title":"U.mat <span style='color:#111;'> 55.10KB </span>","children":null,"spread":false},{"title":"NMI","children":[{"title":"Yale-32.fig <span style='color:#111;'> 30.78KB </span>","children":null,"spread":false},{"title":"PIE-pose27.fig <span style='color:#111;'> 22.79KB </span>","children":null,"spread":false},{"title":"MI.m <span style='color:#111;'> 2.90KB </span>","children":null,"spread":false},{"title":"ORL-32.fig <span style='color:#111;'> 23.15KB </span>","children":null,"spread":false},{"title":"COIL20.fig <span style='color:#111;'> 22.74KB </span>","children":null,"spread":false}],"spread":false},{"title":"running time","children":[{"title":"Yale-32.fig <span style='color:#111;'> 18.16KB </span>","children":null,"spread":false},{"title":"PIE-pose27.fig <span style='color:#111;'> 3.71KB </span>","children":null,"spread":false},{"title":"time.m <span style='color:#111;'> 1.40KB </span>","children":null,"spread":false},{"title":"COIL20.fig <span style='color:#111;'> 18.15KB </span>","children":null,"spread":false},{"title":"ORL.fig <span style='color:#111;'> 3.95KB </span>","children":null,"spread":false}],"spread":false},{"title":"README.md <span style='color:#111;'> 1007B </span>","children":null,"spread":false},{"title":"original image","children":[{"title":"Yale-32.fig <span style='color:#111;'> 25.50KB </span>","children":null,"spread":false},{"title":"PIE-pose27.fig <span style='color:#111;'> 23.81KB </span>","children":null,"spread":false},{"title":"新建文本文档.txt <span style='color:#111;'> 45B </span>","children":null,"spread":false},{"title":"ORL-32.fig <span style='color:#111;'> 24.03KB </span>","children":null,"spread":false},{"title":"COIL20.fig <span style='color:#111;'> 55.64KB </span>","children":null,"spread":false}],"spread":false},{"title":"constructW.m <span style='color:#111;'> 19.16KB </span>","children":null,"spread":false},{"title":"FM.mat <span style='color:#111;'> 2.20KB </span>","children":null,"spread":false},{"title":"MIhat.mat <span style='color:#111;'> 179B </span>","children":null,"spread":false},{"title":"AC_Pingjun.m <span style='color:#111;'> 1.33KB </span>","children":null,"spread":false},{"title":"visual.m <span style='color:#111;'> 1.55KB </span>","children":null,"spread":false},{"title":"regularization parameter","children":[{"title":"Yale-32.fig <span style='color:#111;'> 34.65KB </span>","children":null,"spread":false},{"title":"PIE-pose27.fig <span style='color:#111;'> 25.61KB </span>","children":null,"spread":false},{"title":"ORL-32.fig <span style='color:#111;'> 23.69KB </span>","children":null,"spread":false},{"title":"COIL20.fig <span style='color:#111;'> 25.69KB </span>","children":null,"spread":false},{"title":"AC.m <span style='color:#111;'> 2.62KB </span>","children":null,"spread":false}],"spread":false}],"spread":false}],"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