There are 4 repositories under deconvolution topic.
Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.
Holistically-Nested Edge Detection
EcoTyper is a machine learning framework for large-scale identification of cell states and cellular ecosystems from gene expression data.
Tensorflow implementation : U-net and FCN with global convolution
Calibrated inference of spiking from calcium ΔF/F data using deep networks
DICOM Image Segmentation with CNNs in Tensorflow
Deep Learning based cell composition analysis with Scaden.
Official MATLAB implementation of the "Sparse deconvolution" -v1.0.3
Example of Deconvnet in PyTorch for VGG16
Matlab research tools to read, write and process seismic data
Expression Weighted Celltype Enrichment. See the package website for up-to-date instructions on usage.
A multi-dimensional, high performance deconvolution framework written in Julia Lang for CPUs and GPUs.
A matlab EEG toolbox to perform overlap correction and non-linear & linear regression.
rsHRF: A Toolbox for Resting State HRF Deconvolution and Connectivity Analysis (MATLAB)
Java (ImageJ/Fiji) software package for 3D deconvolution microscopy
Official code for Galaxy Image Deconvolution for Weak Gravitational Lensing with Unrolled Plug-and-Play ADMM
You will learn how to recover a motion blur image by Wiener filter
Neuroimaging (EEG, fMRI, pupil ...) regression analysis in Julia
You will learn how to recover an out-of-focus image by Wiener filter
ConsensusTME Gene Sets and R Script
Causal Deconvolution of Networks by Algorithmic Generative Models
A general framework for optimizing DNN dataflow on systolic array
Blind deconvolution of motion blur
Immune Cell Gene Signatures for Profiling the Microenvironment of Solid Tumours
Iterative unfolding for Python
Efficient Blind Deblurring under High Noise Levels (with online demo)
Cell-Centric View of Tissue Transcriptome Measuring Cellular Compositions of Immune Microenvironment From Mouse RNA-Seq Data.
Constant-Q harmonic coefficients (CQHCs), a timbre feature designed for music signals.
Important papers relating to the biology of cell free DNA
CNN based non-blind deconvolution (presented at ICCP 2017)
A Physical Model of Non-stationary Blur in Ultrasound Imaging