Researchers studying gene expression have access to vast amounts of data from cells or tissues. This is thanks to advances in ...

2020). To further push the resolution limit of live-cell SR imaging, we developed a two-step iterative deconvolution algorithm based on continuity and sparsity of fluorescence signals (Sparse ...

To address these challenges, we propose an unsupervised deep learning deconvolution framework guided by a physical convolution model and super-resolution mathematical theory. The network is trained ...

The sensing profiles are extracted using the Landau-Placzek ratio (LPR) and the deconvolution method. The sensing profiles such as temperature, pressure, salinity, and pH are extracted using the ...