idiap / deepfocus
Pytorch implementation of "DeepFocus: a Few-Shot Microscope Slide Auto-Focus using a Sample Invariant CNN-based Sharpness Function"
☆20Updated last year
Related projects ⓘ
Alternatives and complementary repositories for deepfocus
- Medical Image contrast enhancement using Shearlet Transformation.☆10Updated 5 years ago
- Code for "Semi-Blind Spatially-Variant Deconvolution in Optical Microscopy with Local Point Spread Function Estimation By Use Of Convolut…☆26Updated 4 years ago
- % This is an implementation of a boosted BM3D in our WACV 2019 paper: "Good Similar Patches for Image Denoising."☆8Updated 4 years ago
- Official PyTorch and MATLAB implementations of our MICCAI 2020 paper "FocusLiteNN: High Efficiency Focus Quality Assessment for Digital P…☆39Updated 11 months ago
- This repository contains the entire pipline (including data preprocessing, training, testing, evaluation and visualization) for the Shear…☆12Updated 4 years ago
- Miscroscopy Image Restoration using Deep learning on the W2S dataset☆17Updated 3 years ago
- ☆13Updated 2 years ago
- A PyTorch implementation of EnhanceNet (ENET) for Single Image Super Resolution (SISR)☆24Updated 5 years ago
- A machine learning approach for defining contrast for autofocus.☆16Updated 4 years ago
- Image denoising with Bayer augmentation and neural network☆20Updated 2 years ago
- No-Reference Focus Quality Assessment of Digital Pathology Images [IEEE TMI 2019]☆14Updated 5 years ago
- Single-shot autofocus on microscopes using deep learning☆30Updated 3 years ago
- (Exact) contrast-limited adaptive histogram equalization☆54Updated last week
- (ECCVW 2020) Joint Denoising and SR in Microscopy Imaging☆48Updated 2 years ago
- EndoL2H: Deep Super-Resolution for Capsule Endoscopy☆13Updated 4 years ago
- Automatic defect recognition in X-ray testing using computer vision☆10Updated 5 years ago
- A contrast-based autofocusing algorithm using sample images to determine the optimal focal distance for DSLR cameras☆25Updated 7 years ago
- Panoramic image generation from 2D microscope images☆16Updated 3 years ago
- Image denoising using PCA, NMF, K-SVD, Spectral decomposition, CNN and state of the art generative adversarial denoising autoencoder☆23Updated 7 years ago
- BM3D denoising method implementation on Python☆47Updated 5 years ago
- Implementation of different autofocus functions using python. The main goal is to obtain efficiently the maximal contrast between pixels☆17Updated 4 years ago
- Code for ICCV 2017 paper "Learning to Push the Limits of Efficient FFT-based Image Deconvolution" (Jakob Kruse, Carsten Rother, and Uwe S…☆37Updated 6 years ago
- This is a program to estimate image noise between salt and pepper noise☆11Updated 4 years ago
- Code for the PyTorch implementation of "Spatially-Variant CNN-based Point Spread Function Estimation for Blind Deconvolution and Depth Es…☆36Updated 3 years ago
- Deep Learning-Based Point-Scanning Super-Resolution (PSSR)☆81Updated 5 months ago
- High-Quality Self-Supervised Deep Image Denoising - Unofficial PyTorch implementation of the NeurIPS 2019 paper☆63Updated 3 years ago
- A deep learning method baseline for specular detection☆17Updated 5 years ago
- ☆33Updated 4 years ago
- Code for paper "Near-Infrared Fusion for Photorealistic Image Dehazing"☆16Updated 11 months ago
- A contrast enhancement approach involving non linear mapping of Laplacian pyramid.☆18Updated 3 years ago