Stars
Deep Wiener Deconvolution: Wiener Meets Deep Learning for Image Deblurring
A python implementation of BRISQUE Image Quality Assessment
[ICCV 2021] Code for AA-RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo Network.
This is the code for siggrapha paper "An Implicit Neural Representation for the Image Stack: Depth, All in Focus, and High Dynamic Range"
Official implementation of the Nature Communications 2024 paper: "Depth-enhanced high-throughput microscopy by compact PSF engineering"
Code for the PyTorch implementation of "Spatially-Variant CNN-based Point Spread Function Estimation for Blind Deconvolution and Depth Estimation in Optical Microscopy", IEEE Transactions on Image …
Single-shot autofocus on microscopes using deep learning
python implementation of the paper "Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes" - cvpr 2017
The official pytorch implementation of "Deep Depth from Focal Stack with Defocus Model for Camera-Setting Invariance," IJCV.
Official PyTorch implementation of "Focus on Defocus" paper.
[CVPR 2019] Official TensorFlow Implementation for "Deep Defocus Map Estimation using Domain Adaptation"
Structure-Guided Ranking Loss for Single Image Depth Prediction
An unofficial PyTorch implementation of the audio LM VALL-E
S^3-NeRF: Neural Reflectance Field from Shading and Shadow under a Single Viewpoint (NeurIPS 2022)
[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥
A PyTorch implementation of HDR+ with GPU support.
C++ math / geometry / mesh processing library
[ECCV 2020] Defocus Blur Detection via Depth Distillation
ICCP2021: Depth from Defocus with Learned Optics for Imaging and Occlusion-aware Depth Estimation
This is the official implementation of Tensor4D: Efficient Neural 4D Decomposition for High-fidelity Dynamic Reconstruction and Rendering.
The official implementation of CVPR 2023 paper: Inverting the Imaging Process by Learning an Implicit Camera Model
The official implementation of CVPR 2022 paper: HDR-NeRF: High Dynamic Range Neural Radiance Fields