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Update sure_hs.ipynb
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hvn2 authored May 24, 2022
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"cell_type": "markdown",
"metadata": {},
"source": [
"**This notebook show the MSI and HSIfusion using SURE:**\n",
"**This notebook show the MSI and HSI fusion using SURE:**\n",
"- Data: The Pavia University dataset\n",
" - Simulated LR HSI data are generated by apply the PSF filtering and downsampling to the HR HSI, and adding Gaussian noise. The noise is band-dependent where sigma is a bell-curve function (case 1) or random number from drawn from uniform distribution U(0, 0.1), i.e., $\\mathbf{Y} = \\mathbf{MBX} + \\mathbf{n}$\n",
" - Simulated MSI data are generated by downsampling the spectral using spectral respon function (SRF), e.g., Ikonos SRF, resulting 4 MSI bands. $\\mathbf{Z} = \\mathbf{RX}$\n",
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