Pinned Repositories
100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
2D_3D_PolarFourierTransform
C++, CUDA, and MATLAB codes for the paper "An Exact and Fast Computation of Discrete Fourier Transform for Polar and Spherical Grid"
ADMIRE
AGNet
The code of "Attention Guided Network for Retinal Image Segmentation" in MICCAI 2019
AlexNet
ImageNet Classification with Deep Convolutional Neural Networks
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Awesome-PyTorch-Chinese
【干货】史上最全的PyTorch学习资源汇总
beamforming
Noise-Removal-Techniques-in-Ultrasound-Images
Implement RPCA, PCA, Median filter and Fuzzy image filter methods
reverb_3DCNN
Reverberation reduction on ultrasound channel data using a 3D fully convolutional neural network
Guanhuchang's Repositories
Guanhuchang/pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)
Guanhuchang/RMVB
RMVB Codes and Simulation Examples. Codes for the robust minimum variance beamformer (RMVB) algorithm with simulation examples
Guanhuchang/Tensor-Completion-for-Estimating-Missing-Values-in-Visual-Data
Tensor Completion by Python and Numba
Guanhuchang/Sensors-Ultrasound-Random-Interference
(Reproducible research) Super-Resolution Ultrasound Imaging utilizing Random Interference and Joint Image Reconstruction
Guanhuchang/reverb_3DCNN
Reverberation reduction on ultrasound channel data using a 3D fully convolutional neural network
Guanhuchang/UNet-for-Ultrasound-Super-Resolution
UNet Architecture for Medical Ultrasound Image Super-Resolution (SISR)
Guanhuchang/histogram_matching
Histogram matching for comparison of images with varying dynamic range and pixel distributions
Guanhuchang/spgl1
A solver for large-scale sparse least squares
Guanhuchang/DNNBeamforming
Guanhuchang/FIR_BandpassFilter_KaiserWindow
Here is a matlab code for bandpass filter implementation based on kaiser window method. user can change parameters accordingly to get different cutoff frequencies,passband and stopband ripples.
Guanhuchang/UltraGAN
Ultrasound Enhancement through Adversarial Generation - Workshop on Simulation and Synthesis in Medical Imaging - SASHIMI 2020
Guanhuchang/ICAClutterFilteringExample
Guanhuchang/noise2self
A framework for blind denoising with self-supervision.
Guanhuchang/CycleGAN
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
Guanhuchang/PRMLT
Matlab code of machine learning algorithms in book PRML
Guanhuchang/Noise-Removal-Techniques-in-Ultrasound-Images
Implement RPCA, PCA, Median filter and Fuzzy image filter methods
Guanhuchang/BasicNeuralNetwork
neural network demo
Guanhuchang/self-attention-gan
Guanhuchang/Awesome-PyTorch-Chinese
【干货】史上最全的PyTorch学习资源汇总
Guanhuchang/TRACTUS
MATLAB functions for PCA-based dynamic ultrasound image analysis
Guanhuchang/RPCA-PIV
Guanhuchang/conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
Guanhuchang/mdCNN
3D Convolutional Neural Network (CNN) for volumetric inputs. Matlab framework supporting 2D and 3D kernels
Guanhuchang/Universal-Deep-Beamformer-for-Robust-Ultrasound-Imaging
Computer code and dataset for "Universal Deep Beamformer for Robust Ultrasound Imaging"
Guanhuchang/pytorch-MNIST-CelebA-GAN-DCGAN
Pytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets
Guanhuchang/CNN-based-image-reconstruction
CNN based ultrasound image reconstruction.
Guanhuchang/On_RED
This repository is made to publish code used in "Regularization by Denoising: Clarifications and New Interpretations" by Reehorst, Schniter
Guanhuchang/AlexNet
ImageNet Classification with Deep Convolutional Neural Networks
Guanhuchang/Pytorch-GANs
Pytorch implementation of Generative Adversarial Networks (GAN) for ULTRASOUND image.
Guanhuchang/ICASSP2018-pulse-streams
Pulse-stream models in time-of-flight imaging