pvjosue
I'm a PhD student on computational microscopy, looking into Light-field microscopy and PSF optimization. Always with joy to develop interactive visual arts!
Technical University of MunichMunich
Pinned Repositories
Beam-Propagation-Method
CWFA
Conditional Wavelet Flow architecture for 3D reconstruction of XLFM images
github-cards
Github-cards for minimal mistakes and academic pages.
LFMNet
Deep neural network to reconstruct Confocal 3D stacks from Light Field Microscopy images.
OpenCV-Spout
OpenCV & Spout C++ library. Shared GPU memory and processing at reach.
pvjosue.github.io
pytorch_convNd
Functional N-dimensional convolution in Pytorch, recursively calling convNd until reaching conv3d.
pytorch_fftNd
Pytorch N-dimensional Implementation of the Fast Fourier Transform and its inverse
SLNet_XLFMNet
Real-Time Light Field 3D Microscopy via Sparsity-Driven Learned Deconvolution
WaveBlocks
Optimization framework developed in Pytorch, allowing calibration, and joint optimization of optics and deep learning models.
pvjosue's Repositories
pvjosue/pytorch_convNd
Functional N-dimensional convolution in Pytorch, recursively calling convNd until reaching conv3d.
pvjosue/LFMNet
Deep neural network to reconstruct Confocal 3D stacks from Light Field Microscopy images.
pvjosue/WaveBlocks
Optimization framework developed in Pytorch, allowing calibration, and joint optimization of optics and deep learning models.
pvjosue/pytorch_fftNd
Pytorch N-dimensional Implementation of the Fast Fourier Transform and its inverse
pvjosue/OpenCV-Spout
OpenCV & Spout C++ library. Shared GPU memory and processing at reach.
pvjosue/SLNet_XLFMNet
Real-Time Light Field 3D Microscopy via Sparsity-Driven Learned Deconvolution
pvjosue/CWFA
Conditional Wavelet Flow architecture for 3D reconstruction of XLFM images
pvjosue/pvjosue.github.io
pvjosue/Beam-Propagation-Method
pvjosue/github-cards
Github-cards for minimal mistakes and academic pages.
pvjosue/ImageJ-FWHM-area
Compute the FWHM on a stack of images, taking into account the average around a rectangular area around a user defined line.
pvjosue/plenopticam
Light-field imaging application
pvjosue/policyIDs
CNFTs Verified Policy Database
pvjosue/siFRC
Python implementation of the Fourier Ring Correlation (FRC) to determine image resolution
pvjosue/SLNet_STORM
Sparsity-based background removal on STORM super-resolution images
pvjosue/unet-lightning
pytorch-lightning version of Unet