Dictionary Pair Learning on Grassmann Manifolds for Image Denoising

Image denoising is a fundamental problem in computer vision and image processing that holds considerable practical importance for real-world applications. The traditional patch-based and sparse coding-driven image denoising methods convert 2D image patches into 1D vectors for further processing. Thu...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 24(2015), 11 vom: 18. Nov., Seite 4556-69
1. Verfasser: Zeng, Xianhua (VerfasserIn)
Weitere Verfasser: Bian, Wei, Liu, Wei, Shen, Jialie, Tao, Dacheng
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