awesome-computed-tomography

Collection of CT reconstruction resources

书籍 (Books)

• Gabor T. Herman - Fundamentals of Computerized Tomography: Image Reconstruction from Projections
• 庄天戈 -《CT原理与算法》
• Frank Natterer - The Mathematics of Computerized Tomography
• A. C. Kak, Malcolm Slaney - Principles of Computerized Tomographic Imaging
• 张朝宗 - 《工业CT技术和原理》
• 谢强(Jiang Hsieh) - 《计算机断层成像技术 原理、设计、伪像和进展》/ Computed Tomography: Principles,Design,Artifacts and Recent Advances
• 曾更生(GENGSHENG L. ZENG) - 《医学图像重建入门》/ Medical Image Reconstruction
• 黄力宇 - 《医学断层图像重建仿真实验》

程序库 (Libraries)

• CIL - https://github.com/TomographicImaging/CIL
• Sarepy - https://sarepy.readthedocs.io/index.html
• Algotom (Data processing algorithms for tomography) - https://algotom.readthedocs.io/en/latest/
• Tomopy (Tomographic reconstruction in Python) - https://tomopy.readthedocs.io/
• ASTRA Toolbox - https://astra-toolbox.com/
• TIGRE (Tomographic Iterative GPU-based Reconstruction Toolbox) - https://tigre.readthedocs.io/en/latest/# | https://github.com/CERN/TIGRE
  • author: CERN (European Organization for Nuclear Research)
• RTK (Reconstruction Toolkit) - https://www.openrtk.org/
• LEAP (LivermorE AI Projector for Computed Tomography) - https://leapct.readthedocs.io/en/stable/index.html
• XrayPhysics - http://xrayphysics.com/
• GVXR - https://github.com/effepivi/gvxr-demos | https://github.com/effepivi/gvxr-tutorials
• SpekPy - https://spekpy.smile.ki.se/
• pyHST2 - http://ftp.esrf.fr/scisoft/PYHST2/
• Ettention - https://github.com/c3di/ettention
• ODL - https://odlgroup.github.io/odl/index.html
• PyLops - https://pylops.readthedocs.io/en/latest/api/index.html
• mumott - https://mumott.org/index.html

网站 (Websites)

• Michigan Image Reconstruction Toolbox (MIRT) - https://web.eecs.umich.edu/~fessler/code/
• Tutorial Introduction to X-ray Computed Microtomography Data Processing - https://www.mcs.anl.gov/research/projects/X-ray-cmt/rivers/tutorial.html
• Laboratory for Scientific Visual Analysis - https://www.rkriz.net/sv/xray_ct/xray_ct.html
• Image Processing Using SPECT Analysis - https://www.clear.rice.edu/elec431/projects96/DSP/
• 伪影缩减 - https://candlehouse.github.io/ArtifactReduction/
• X-RAY DATA BOOKLET - https://xdb.lbl.gov/
• NIST X-Ray Mass Attenuation Coefficients - https://www.nist.gov/pml/x-ray-mass-attenuation-coefficients
• Bioimaging - https://bookdown.org/jcog196013/BS2010_Notes/

博客 (Blogs)

• https://tomroelandts.com/tags/tomography
• https://leslielee.blog.csdn.net - actually, it's my blog 😂🤣😎

数据集 (Datasets)

• Open X-ray Tomographic Datasets - https://www.fips.fi/dataset.php
• Low Dose CT Image and Projection Data - https://www.cancerimagingarchive.net/collection/ldct-and-projection-data/
• NIH Clinical Center releases dataset of 32,000 CT images - https://www.nih.gov/news-events/news-releases/nih-clinical-center-releases-dataset-32000-ct-images