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Zhuhuang Zhou's Projects

bm3d icon bm3d

BM3D implementation using openCV

bm3d-1 icon bm3d-1

Matlab implementation of BM3D Algorithm for Image denoising.

caserel icon caserel

computer-aided segmentation of retinal layers in OCT images

cfun icon cfun

Combining Faster R-CNN and U-net for efficient whole heart segmentation

deeplearningpython icon deeplearningpython

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

deepmedic icon deepmedic

Efficient Multi-Scale 3D Convolutional Neural Network for Brain Lesion Segmentation

deepxde icon deepxde

A library for scientific machine learning and physics-informed learning

diff_pat icon diff_pat

Public repository of Diff-PAT. Files contained here accompanies paper "Acoustic Hologram Optimisation Using Automatic Differentiation".

dncnn icon dncnn

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

dynamic icon dynamic

EchoNet-Dynamic is a deep learning model for assessing cardiac function in echocardiogram videos.

echomods icon echomods

Ultrasound processing modules and building blocks

eemd icon eemd

Ensemble Empirical Mode Decomposition Library

fastfwi icon fastfwi

Simple frequency domain full-waveform inversion (FWI) regularized by Sobolev space norm

fem icon fem

Finite Element Modeling (FEM) Code: Python Tools, Field II Intensity Field Solution, LS-DYNA Pre/Post Processing

framing-u-net icon framing-u-net

Deep Convolutional Framelets: A General Deep Learning Framework for Inverse Problems

fullwaveforminversionusct icon fullwaveforminversionusct

Full Waveform Inversion for Transmission Ultrasound Computed Tomography with Transmitting and Receiving Linear Array Transducers based on the Angular Spectrum Method

fwisimat icon fwisimat

Full-waveform inversion in acoustic isotropic media using adjoint state method

hack icon hack

A typeface designed for source code

high-quality-ellipse-detection icon high-quality-ellipse-detection

A high-quality ellipse detector based on arc-support line segments which can both accurately and efficiently detect ellipses in images.

hitu_simulator icon hitu_simulator

A high-intensity therapeutic ultrasound simulation package written for matlab. It performs ultrasound propagation of continuous wave, axisymmetric beams as well as heating and calculation of thermal dose in tissue. This is an update of the HIFU_Simulator package.

hunet icon hunet

Deep learning-based framework for fast and accurate acoustic hologram generation

inpaint icon inpaint

:pencil2: Inpaint is a C++ library providing image inpainting algorithms

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