Light-field imaging application for plenoptic cameras

[CVPR Oral 2022] PyTorch Implementation for "Learning to Deblur using Light Field Generated and Real Defocused Images"

Repository for "Light Field Spatial Super-resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization" , CVPR 2020

depth map computation

Official repository for "Depth estimation from 4D light field videos", IWAIT 2021

Tools for Optical Simulations

Light field depth estimation

(TCI 2023) Learning Sub-Pixel Disparity Distribution for Light Field Depth Estimation

unofficial implementation(using keras) of (Fauluvégi, Ágota, et al. "A 3D Convolutional Neural Network for Light Field Depth Estimation." 2019 International Conference on 3D Immersion (IC3D). IEEE, 2019.)

Plenoptic imaging reconstruction tools

Repository for "Deep Coarse-to-fine Dense Light Field Reconstruction with Flexible Sampling and Geometry-aware Fusion", IEEE TPAMI 2020

"Efficient Light Field Reconstruction via Spatio-Angular Dense Network" in TIM 2021

[TNNLS 24] Beyond Photometric Consistency: Geometry-based Occlusion-aware Unsupervised Light Field Disparity Estimation

[Neurocomputing 22] Unsupervised Learning of Light Field Depth Estimation with Spatial and Angular Consistencies

[TBC 24] Transformer-based Light Field Geometry Learning for No-reference Light Field Image Quality Assessment

Official implementation of CycleST with TensorFlow 2.x.

[SP 21] Robust Dense Light Field Reconstruction from Sparse Noisy Sampling

Scripts and experimental tools for Looking Glass Holographic display

[JFI 24] Feature-level Contrastive Learning for Full-Reference Light Field Image Quality Assessment

Reimplement of resLF(CVPR2019)