Multi-Dimensional Sparse Models

Traditional synthesis/analysis sparse representation models signals in a one dimensional (1D) way, in which a multidimensional (MD) signal is converted into a 1D vector. 1D modeling cannot sufficiently handle MD signals of high dimensionality in limited computational resources and memory usage, as b...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 40(2018), 1 vom: 26. Jan., Seite 163-178
1. Verfasser: Qi, Na (VerfasserIn)
Weitere Verfasser: Shi, Yunhui, Sun, Xiaoyan, Wang, Jingdong, Yin, Baocai, Gao, Junbin
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2018
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't