Module MA5033-KP05
Quantum Image Computing (QuantumIC)
Duration
1 Semester
Turnus of offer
each summer semester
Credit points
5
Course of studies, specific fields and terms:
- Master CLS 2023, optional subject, mathematics
- Bachelor CLS 2023, optional subject, mathematics
- Bachelor CLS 2016, optional subject, mathematics
- Master CLS 2016, optional subject, mathematics
Classes and lectures:
- Quantum Image Computing (exercise, 1 SWS)
- Quantum Image Computing (lecture, 2 SWS)
Workload:
- 30 hours work on project
- 65 hours private studies and exercises
- 45 hours in-classroom work
- 10 hours exam preparation
Contents of teaching:
- Foundations (unitary transformations, qubits, measurements, quantum circuits)
- Quantum image models and quantum image operations
- Recent quantum image processing algorithms
- Adiabatic quantum computing
- Quantum optimization for computer vision
Qualification-goals/Competencies:
- Students know the mathematical foundations of quantum computing and their application.
- Students are familiar with advanced quantum computing models, in particular in image processing and computer vision.
- Students are able to translate practical problems into working algorithms.
- Students can implement algorithms on quantum computers in a modern programming language.
- Interdisciplinary qualifications:
- Students have advanced modeling skills.
- Students can translate theoretical concepts into practical solutions.
- Students have implementation experience.
- Students can think abstractly about practical problems.
Grading through:
- Written or oral exam as announced by the examiner
Responsible for this module:
Literature:
- Nielsen, Chuang : Quantum Computation and Quantum Information Cambridge University Press
- Yan, Venegas-Andraca : Quantum Image Processing Springer
Language:
- German and English skills required
Notes:
Prerequisites for attending the module:- None (Familiarity with the topics of the required modules is assumed, but the modules are not a formal prerequisite for attending the course).
Prerequisites for the exam:
- Homework assignments and their presentation are ungraded examination prerequisites which have to be completed and positively evaluated before the first examination.
Examination:
- MA5033-L1: Quantum Image Computing, written examination (90 min) or oral examination (30 min) as decided by examiner, 100% of final mark
Last Updated:
28.11.2024