Dimensionality Reduction by Integrating Sparse Representation and Fisher Criterion and its Applications

Sparse representation shows impressive results for image classification, however, it cannot well characterize the discriminant structure of data, which is important for classification. This paper aims to seek a projection matrix such that the low-dimensional representations well characterize the dis...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 24(2015), 12 vom: 25. Dez., Seite 5684-95
1. Verfasser: Gao, Quanxue (VerfasserIn)
Weitere Verfasser: Wang, Qianqian, Huang, Yunfang, Gao, Xinbo, Hong, Xin, Zhang, Hailin
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2015
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article Research Support, Non-U.S. Gov't