Academics
Dop Course Outline
OS7200 2D and 3D Microscopic Image Processing
Last Revised: 2024-10-17
Course Objectives
2-dimensional and 3-dimensional synchrotron-based spectral imaging processing and tomography by using Python (AI), Visual Basic 6, and VB.NET.
Prerequisite
Textbook Digital Image ProcessingPIKS Inside, Third Edition. William K. Pratt
Topical Outline 1. Overview of synchrotron-based microscopes developed at the National Synchrotron Radiation Research Center
2. The introduction of transmission X-ray microscopy
3. The introduction of soft X-ray tomography
4. The introduction of infrared micro-spectroscopy
5. Principles and reconstruction of 3D computed tomography
6. Applications of Machine Learning in 3D computed tomography
7. 3D Image Reconstruction for X-ray CT using Python
8. Practice of 3D tomography reconstruction using Python
9. Practice of machine learning in 3D tomography reconstruction
10. Fundamental introduction of Visual Basic 6 and VB.NET
11. Advanced skills in using Visual Basic and VB.NET for infrared spectral image construction
Prerequisite
Textbook Digital Image ProcessingPIKS Inside, Third Edition. William K. Pratt
Topical Outline 1. Overview of synchrotron-based microscopes developed at the National Synchrotron Radiation Research Center
2. The introduction of transmission X-ray microscopy
3. The introduction of soft X-ray tomography
4. The introduction of infrared micro-spectroscopy
5. Principles and reconstruction of 3D computed tomography
6. Applications of Machine Learning in 3D computed tomography
7. 3D Image Reconstruction for X-ray CT using Python
8. Practice of 3D tomography reconstruction using Python
9. Practice of machine learning in 3D tomography reconstruction
10. Fundamental introduction of Visual Basic 6 and VB.NET
11. Advanced skills in using Visual Basic and VB.NET for infrared spectral image construction
