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C.H.'s Projects

3d-ocrt icon 3d-ocrt

Computational 3D microscopy with optical coherence refraction tomography (OCRT)

article-cvpr-workshop-2020 icon article-cvpr-workshop-2020

material related to "Estimation of orientation and camera parameters from cryo-electron microscopy images with variational autoencoders and generative adversarial networks", Miolane, Poitevin, Li, Holmes

attention_in_graph icon attention_in_graph

attention mechanism for graph classification, significant sub-graph mining, graph disstillation

awesome-semantic-segmentation-pytorch icon awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

cnn-svm-classifier icon cnn-svm-classifier

Using Tensorflow and a Support Vector Machine to Create an Image Classifications Engine

contrawr icon contrawr

Codes and Data Processing Files for our paper.

cr-nerf-pytorch icon cr-nerf-pytorch

Official PyTorch Implementation of ICCV 2023 Oral -Cross-Ray Neural Radiance Fields for Novel-view Synthesis from Unconstrained Image Collections

deepbornfno icon deepbornfno

Code for training and using the Born Fourier Neural Operator (BornFNO) model proposed in our ICASSP 2023 paper

dif-net icon dif-net

MICCAI 2023: Learning Deep Intensity Field for Extremely Sparse-View CBCT Reconstruction

dotnet icon dotnet

Addresses the problem of reconstructing images acquired by diffuse optical tomography using deep learning.

impact icon impact

Iterative Model-Based Phase Aberration Correction and [Sound Speed] Tomography (IMPACT)

irl-inr icon irl-inr

Source code for IRL-INR (ICML 2023)

mceo_oct icon mceo_oct

Monte Carlo Simulation of optical coherence tomography in multilayered tissue with Embedded objects (MCEO_OCT)

multichannel-rvae icon multichannel-rvae

Disentangling spatial correlations from hyperspectral data sets using augmented variational autoencoders (VAEs).here used in 3D STEM-EELS images

pa-nerf icon pa-nerf

The implementation of PA-NeRF model

phase-recovery icon phase-recovery

Resources for phase recovery (also called phase imaging, phase retrieval, or phase reconstruction)

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