Reconstruction of a video comprising of 6 blinking LED lights. We used $d = 7$, $\\wcheck{M}=3d$, and $\\wtilde{M}$ chosen based on the overall compression ratio $N/(\\wcheck{M}+\\wtilde{M})$. \nEach row shows a sampling of frames of the video reconstructed at a different compression ratios.\nInset in each row is the resolution of the video used as well as the compression at sensing and the reconstruction SNR.\nWhile performance degrades with increasing compression, it also gains significantly for higher dimensional data; the reconstruction at $256 \\times 256$ pixels preserves finer details.