John Dan's repositories
SingleHDR
[CVPR 2020] Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline
Transformer_Time_Series
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)
DeepOpticsHDR
Code associated with the paper "Deep Optics for Single-shot High-dynamic-range Imaging"
flatcam
Code for flatcam reconstruction and simulation
MCRT_Muon_Simulation
Monte Carlo simulations are a powerful computational tool for simulating the transport of particles through matter. They are inherently probabilistic in nature which makes them useful for cascade physics. This method adapts existing code for propagating photons through various stellar objects to model cosmic-ray muons traveling through materials of different Z-number. The code simplifies multiple coulomb scattering into purely elastic collisions using Rutherford scattering. The screened model calculated the standard deviation of the spread of exit angles to be 10.1 milliradians for iron and 20.7 milliradians for lead. Borozdin et al. simulated the spread in iron to be 11 milliradians in iron and 20 milliradians in lead. The results agree with previous simulations using GEANT4 and can be easily modified for different materials and inclusions. A point of closest approach algorithm is used to reconstruct and identify the placement of high Z materials embedded in a volume. However, more advanced reconstructive algorithms should be used for higher accuracy. For the future of imaging nuclear waste, this code provides a simple and accurate tool.
EdgeCameras.jl
Julia implementation of Bouman et al.'s edge camera algorithm
Awesome-Deblurring
A curated list of resources for Image and Video Deblurring
pytorch-i-revnet
i-RevNet Pytorch Code
client
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
FZA_lensless_imaging
Lensless imaging using Fresnel zone plate
lensless
Optimizing phase mask for a lensless imaging system
code
This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"
chroma
Fast Optical Monte Carlo Simulation With Surface-Based Geometries
nlos_surface_optimization
Surface optimization through inverse rendering for non-line-of-sight reconstruction.
AHDRNet
Attention-guided Network for Ghost-free High Dynamic Range Imaging
LOCI-NET
Convolutional neural network for Lensless one-shot color Imaging behind a diffuser
LenslessLearning
Code for Lensless Learning Paper
nlos-fk
Processing code for "Wave-Based Non-Line-of-Sight Imaging using Fast f-k Migration"
Phase-Truncated-Fourier-Transform-based-Encryption-PTFT-
Asymmetric Optical Image Encryption
pytorch-revnet
Implementation of the reversible residual network in pytorch
the-art-of-command-line
Master the command line, in one page
lightpipes
LightPipes for Python
nndl.github.io
《神经网络与深度学习》 Neural Network and Deep Learning
libpku
北京大学课程资料整理
CurvatureFilter
Curvature Filters are efficient solvers for Variational Models
REKCARC-TSC-UHT
清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University
SJTU-Courses
上海交通大学课程资料分享
zju-icicles
浙江大学课程攻略共享计划
Ordinary-Camera
Computational Periscopy with an Ordinary Digital Camera
Lyn
D2NN TRANNING SCRIPT