Zhang L, Zhou W-D, Chang P-C, Liu J, Zhe Yan, Wang T, Li F-Z (2012) Kernel sparse representation-based classifier. IEEE Trans Signal Process 60 (4)L. Zhang, W.-D. Zhou, P.-C. Chang, J. Liu, et al., Kernel sparse representation- based classifier, IEEE Trans. Signal ...
《Kernel Sparse Representation》中文翻译 Kernel Sparse Representation-Based Classifier 1、问题：1、针对不同类别的样本相互融合的分布情况，或者不能用线性的方法将它们有效分开的一般分类问题，SRC失去了分类能力，如何选择一个有效的方法实现有效分类；2、KSR虽然是SRC的非线性扩展，但是它不能使用用于稀疏信号重构的...
In this paper, a method of kernel optimization by maximizing a measure of class separability in the empirical feature space with sparse representation-based classifier (SRC) is proposed to solve the problem of automatically choosing kernel functions and their parameters in kernel learning. The ...
The main contributions of this paper are: (1) A discriminant dictionary learning technique is proposed to overcome the limitation of the traditional Sparse Representation based classifier (SRC). (2) Context features are incorporated into SRC to refine the prostate boundary in an iterative scheme. (...
摘要 Sparse representation based classifier(SRC) has been proved to be an effective classifier.However,it is well known th... 关键词 sparse representation / k-nearest neighbor / neighborhood class / classification method / face recognition 被引...
Expression robust three-dimensional face recognition based on Gaussian filter and dual-tree complex wavelet transform Dual-Tree Complex Wavelet TransformRejection ClassifierSparse Representation Based ClassificationSummary: In this paper, a fully automatic framework is proposed ... X Wang,Q Raun,J Yi,....
3D Face Recognition based on Local Shape Patterns and Sparse Representation Classifier In recent years, 3D face recognition has been considered as a major solution to deal with these unsolved issues of reliable 2D face recognition, i.e. illum... H Di,K Ouji,M Ardabilian,... - International...
Region based stellate features for classification of mammographic spiculated lesions in computer-aided detection X-12-S1-S3 Cite this article as: Kim et al.: Mass type-specific sparse representation for mass classification in computer-aided detection on mammograms... DH Kim,JY Choi,MR Yong - IEEE...
摘要: Sparse representation-based classification (SRC) and collaborative representation-based classification (CRC) have shown promising classification results. Both methods are distance-based classifiers, a关键词: Classifier fusion Collaborative representation Image classification Sparse representation ...
In this paper, we propose discriminative projection based on locality-sensitive sparse representation (DPLSR) for in-air handwritten Chinese character recognition. DPLSR based on the locality-sensitive sparse representation based classifier (LSRC), which can provide closed-form solutions and maintain the ...