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Weisheng Dong and Xin Li. "Sparsity-based Image Denoising via Dictionary Learning and Structural Clustering"基于聚类的图像稀疏去噪这篇论文的去噪代码。-Weisheng Dong and Xin Li. " Sparsity-based Image Denoising via Dictionary Learning and Structural Clustering" C
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focuss算法 关于图像稀疏性分解中字典学习的经典算法-focuss on the image sparse decomposition algorithm in the classical dictionary learning algorithms
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针对稀疏表示识别方法需要大量样本训练过完备字典且特征冗余度较高的问题,提出了结合过完备字典学习与PCA降维的小样本语音情感识别算法.该方法首先用PCA降维方法将特征降维,再将处理后的特征用于过完备字典训练与稀疏表示识别方法,从而给出了语音情感特征的稀疏表示方法,并确定了新算法的具体步骤.为验证其有效性,在同等特征维数下,将方法与BP, SVM进行比较,并对比、分析语音情感特征稀疏化前后对语音情感识别率、时间效率以及空间效率的影响.试验结果表明,所提出方法的识别率比SVM与BP高 与采用稀疏化前的
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基于稀疏表示和字典的分割,稀疏表示和字典分割来分割医学图像-Deformable segmentation via sparse representation and dictionary learning
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稀疏表示,字典学习,初学者,KSVD-Sparse representation dictionary learning, beginners, KSVD etc.
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Analysis K-SVD: A Dictionary-Learning Algorithm for the Analysis Sparse Model.
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稀疏表示中字典学习算法KSVD的实现,可以得到冗余字典,代码内部有详细注释-The realization of the sparse representation of a dictionary learning algorithm KSVD, can get a redundant dictionary, internal has a detailed code comments
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文章介绍了一种 过 完 备 字 典 和 算法相结合的图像稀疏表示去噪算法 首 先 将 噪 声 图 像 分 成 小 图 像 块 并 运 用 正
交匹配跟踪算法 在图像的初始化 过完备字典上对小图像块进行稀疏分解 然 后 使 用 字典学习算法对 过 完 备 字 典 进
行 更 新最后重复该过程以获得图像的稀疏表示并重构图像-This paper presents a complete dictionary and algorithms over a combination of sparse
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1_On the Dimensionality Reduction for Sparse Representation based
Face Recognition
2_Fingerprint Pore Matching based on Sparse Representation
3_Microaneurysm (MA) Detection via Sparse Representation Classifier with MA and
Non-MA Dictionary
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A routine that performs dictionary learning and sparse coding and makes sure that the reconstruction error is minimal-A routine that performs dictionary learning and sparse coding and makes sure that the reconstruction error is minimal
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字典学习及稀疏编码 非常好的工具箱-dictionary learning and sparse coding perfect toolbox!!!!!!!!!!!!
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稀疏表示中的字典训练,作者提出一种新的算法来更新字典-Mostafa Sadeghi,Dictionary learning for sparse representation: A novel approach
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字典 学习 稀疏表示 传统的K-svd训练字典及稀疏稀疏,解压即可用。-Dictionary learning sparse representation of the traditional K- SVD training dictionary and sparse sparse, decompression can use.
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基于Gabor特征和字典学习的高斯混合稀疏表示图像识别-Image recognition based on Gabor features and dictionary learning of Gauss hybrid sparse representation
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Sparse Representation based Fisher Discrimination Dictionary
Learning for Image Classification
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快速稀疏编码算法和字典学习算法,论文作者源代码-Fast sparse coding algorithm and dictionary learning algorithm, the authors source code
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数据挖掘机器学习的在线字典学习稀疏矩阵分解源码-Data mining online dictionary learning sparse matrix factorization source
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稀疏建模工具箱,是一个为解决各种稀疏估计问题的开源优化工具箱,可实现字典学习与矩阵分解;使用LARS、快速下降法、OMP、SOMP等算法解决稀疏分解问题;使用Lasso解决结构化稀疏分解问题- Dictionary learning and matrix factorization Solving sparse decomposition problems with LARS, coordinate descent, OMP, SOMP, proximal methods Solving str
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ICCV paper 《Fisher Discrimination Dictionary Learning for Sparse Representation 》 源码-ICCV paper 《Fisher Discrimination Dictionary Learning for Sparse Representation 》 CODE and pdf
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omp,字典学习,稀疏编码,稀疏分解,代码-omp,Dictionary learning,sparse coding sparse decomposition
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