259 citations · 1.2k across the 51 of their papers we have counts for
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cs.CV2015★ 75 cited
Randomized Low-Rank Dynamic Mode Decomposition for Motion Detection
N. Benjamin Erichson, Carl Donovan
This paper introduces a fast algorithm for randomized computation of a low-rank Dynamic Mode Decomposition (DMD) of a matrix. Here we consider this matrix to represent the developm…
cs.CV2015★ 104 cited
Compressed Dynamic Mode Decomposition for Background Modeling
N. Benjamin Erichson, Steven L. Brunton, J. Nathan Kutz
We introduce the method of compressed dynamic mode decomposition (cDMD) for background modeling. The dynamic mode decomposition (DMD) is a regression technique that integrates two…