Selected topics in advanced optics
Summary
Modern imaging systems combine traditional optical devices (lenses, endoscopes, cameras, laser scanners, etc) with digital computers. In this course we will learn how to use computational tools to simulate the optical system and combine them with neural networks that process the optical images
Content
1. Optical wave propagation
- Free space propagation
- Beam propagation method
- Thin transparencies-Lenses and gratings
- Imaging
- Digital Holography
- Computer Generated Holograms
2. Multi-layer networks
3. Microscopy
- DNN - Unet superresolution
- DNN - Unet digital staining
- DNN - Phase from Intensity
4. Scattering media
- Phase conjugation
- Matrix method
- DNN for focusing and imaging through MMFs
- Ptychography
5. Inverse scattering
- Optical diffraction tomography
- Inverst scattering-MaxwellNet
Keywords
Maxwell's equations, optics, photonics, polarization, material constants, dispersion, light scattering, Mie scattering, plasmonics, gratings, photonic crystals, metamaterials, metasurfaces.
Learning Prerequisites
Required courses
"MICRO-321 Ingenierie Optique" or any Bachelor level optics course
Recommended courses
General knowledge of fundamental optics
Learning Outcomes
By the end of the course, the student must be able to:
- Analyze an optics problem
- Develop a model for this problem
- Synthesize the properties of different fundamental optical phenomena
- Elaborate a deep understanding of the underlying phenomena
- Model an optics problem using Matlab
- Explore an optical parameter range using Matlab
- Analyze an optics problem based on the laws of optics and electromagnetics
Transversal skills
- Assess one's own level of skill acquisition, and plan their on-going learning goals.
- Set objectives and design an action plan to reach those objectives.
- Use both general and domain specific IT resources and tools
Teaching methods
Ex-cathedra and exercises on Matlab.
Expected student activities
Participate actively during the lecture and during the exercises with Matlab. Go through the solution of the exercises and seek feedback when necessary.
Assessment methods
Oral exam.
Supervision
Office hours | Yes |
Assistants | Yes |
Forum | Yes |
Resources
Virtual desktop infrastructure (VDI)
No
Bibliography
B.E.A. Saleh et M.C. Teich, "Fundamentals of photonics", 3rd Ed. Wiley (2019).
J.D. Jackson, "Classical electrodynamics", 3rd Ed. Wiley (1998).
J. Braat and P. Török, "Imaging optics", Cambridge University Press (2019).
A. Lipson, S.G. Lipson, and H. Lipson, "Optical physics", 4th Ed. Cambridge University Press (2011).
R.A. Chipman, W.-S.T. Lam and G. Young, "Polarized light and optical systems", CRC Press (2019).
Ressources en bibliothèque
- Imaging optics / Braat, Török
- Polarized light and optical systems / Chipman, Lam, Young
- Optical physics / Lipson & Lipson
- Classical electrodynamics / Jackson
- Fundamentals of photonics / Saleh, Teich
Notes/Handbook
Provided on Moodle and during the lecture.
Moodle Link
In the programs
- Semester: Fall
- Exam form: Oral (winter session)
- Subject examined: Selected topics in advanced optics
- Courses: 3 Hour(s) per week x 14 weeks
- Type: optional
- Semester: Fall
- Exam form: Oral (winter session)
- Subject examined: Selected topics in advanced optics
- Courses: 3 Hour(s) per week x 14 weeks
- Type: optional
- Semester: Fall
- Exam form: Oral (winter session)
- Subject examined: Selected topics in advanced optics
- Courses: 3 Hour(s) per week x 14 weeks
- Type: optional
- Semester: Fall
- Exam form: Oral (winter session)
- Subject examined: Selected topics in advanced optics
- Courses: 3 Hour(s) per week x 14 weeks
- Type: optional
- Exam form: Oral (winter session)
- Subject examined: Selected topics in advanced optics
- Courses: 3 Hour(s) per week x 14 weeks
- Type: optional
- Semester: Fall
- Exam form: Oral (winter session)
- Subject examined: Selected topics in advanced optics
- Courses: 3 Hour(s) per week x 14 weeks
- Type: optional