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RSC
- 强壮的人脸识别系统,发表于cvpr2011年,程序是应用matlab实现-Recently the sparse representation (or coding) based classifi cation (SRC) has been successfully used in face recognition. In SRC, the testing image is represented as a sparse linear combination of the trai
CVPR09-ScSPM
- 基于空间金字塔匹配的稀疏编码,用于图像检索和图像识别。-Spatial pyramid matching based on sparse coding for image retrieval and image recognition.
RSC
- 人脸识别的稀疏表示识别方法将稀疏表示的保真度表示为余项的L2范数,但最大似然估计理论证明这样的假设要求余项服从高斯分布,实际中这样的分布可能并不成立,特别是当测试图像中存在噪声、遮挡和伪装等异常像素,这就导致传统的保真度表达式所构造的稀疏表示模型对上述这些情况缺少足够的鲁棒性。而最大似然稀疏表示识别模型则基于最大似然估计理论,将保真度表达式改写为余项的最大似然分布函数,并将最大似然问题转化为一个加权优化问题-Recently the sparse representation (or codin
RSC
- Robust sparse coding(RSC),对带遮挡的人脸识别有效,附带有l1范求解工具包-Robust sparse coding (RSC), effective for face recognition with occlusion l1 norm solving toolkit
sparse_test-master
- matlab源码,对稀疏编码算法的实现以及测试,内含详细程序。-The matlab source code, implementation and testing of sparse coding algorithm, containing detailed program.
SPM_SC
- This package contains the Matlab codes implementing the ScSPM algorithm described in CVPR 09 paper Linear Spatial Pyramid Matching using Sparse Coding for Image Classification .基于空间金字塔匹配的稀疏编码,用于图像检索,识别与分类-This package contains the Matlab codes im
