Siyeop Yoon's repositories
CAMCA-Dockerization
Dockerization example
REGAIN
The repository contains a source code for Resolution-Enhancement-Generative-Adversarial-Inline-Network (REGAIN). REGAIN is a generative adversarial neural network for REGAINing image sharpness and Spatial resolution. The trained network generates a resolution-enhanced image in the Phase-encoding (ky) direction in MRI.
complexPyTorch
A high-level toolbox for using complex valued neural networks in PyTorch
DGtal
Digital Geometry Tools and Algorithm Library
giotto-tda
A high-performance topological machine learning toolbox in Python
gmmreg
Implementations of the robust point set registration algorithm described in "Robust Point Set Registration Using Gaussian Mixture Models", Bing Jian and Baba C. Vemuri, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, 33(8), pp. 1633-1645. For a Python implementation, please refer to http://github.com/bing-jian/gmmreg-python.
ImageSharpenessMeasurement
The repository contains a source code for measuring image sharpness. Image sharpness is defined as the absolute gradient of intensity profile extracted from the normalized image.
naturalHHD
The natural Helmholtz-Hodge decomposition
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
voxelmorph
Unsupervised Learning for Image Registration
Whole-heart-and-great-vessel-segmentation-of-chd_segmentation
A dataset of whole heart and great vessel segmentation of chd_segmentation is published.