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Seminar Ausgewählte Kapitel der Multimediakommunikation und Signalverarbeitung (Sem LMS)- Lecturers
- Prof. Dr.-Ing. André Kaup, Anna Meyer, M. Sc., und Mitarbeiter/innen
- Details
- Seminar
Präsenz
2 cred.h, benoteter certificate, compulsory attendance, ECTS studies, ECTS credits: 2,5
nur Fachstudium, Sprache Englisch
Time and place: single appointment on 3.5.2022 10:00 - 11:00, 06.021; single appointment on 2.6.2022 10:00 - 11:30, 05.025; single appointment on 15.7.2022 9:00 - 16:00, 05.025
- Fields of study
- WPF EEI-BA-INT 5-6 (ECTS-Credits: 2,5)
WPF EEI-MA-INT 1-4 (ECTS-Credits: 2,5)
WPF IuK-BA 5-6 (ECTS-Credits: 2,5)
WPF CME-MA ab 1 (ECTS-Credits: 2,5)
WPF ME-MA-SEM-EEI 3 (ECTS-Credits: 2,5)
- Prerequisites / Organisational information
- The students are recommended to have initial experience with deep learning and machine learning and/or image and video compression, for example, from the modules “Machine Learning in Signal Processing (MLISP)”, “Deep Learning (DL)” or “Image and Video Compression (IVC)”.
- Contents
- This seminar is designed for Bachelor and Master programs in Electrical Engineering, Electronics and Information Technology (EEI), Information and Communication Technology (IuK), Industrial Engineering and Management (WING), Computational Engineering (CE), Communications and Multimedia Engineering (CME), Advanced Signal Processing and Communications Engineering (ASC) as well as related study programs.
The topic of this seminar is "Machine Learning in Image and Video Compression" and it consists of three mandatory meetings: First meeting on May 3, 2022: An introduction will be given and the individual topics are assigned to the participants. Second meeting on June 2, 2022: The participants will give a brief presentation about the status of their work and hints for the final presentation are given. Third meeting on July 19, 2022: Each participant will give a presentation of 25 minutes and submit a report on his/her topic of 10 to 15 pages. All presentations will be given in English and the reports are expected to be written in English. Further information will be announced in due time.
- Recommended literature
- D. Liu, Y. Li, J. Lin, H. Li, and F. Wu, “Deep learning-based video coding,” ACM Computing Surveys, vol. 53, no. 1, pp. 1–35, Jan. 2021.
G. Lu, W. Ouyang, D. Xu, X. Zhang, C. Cai, and Z. Gao, “DVC: An end-to-end deep video compression framework,” IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2019.
J. Ballé, V. Laparra, and E. P. Simoncelli, “End-to-end optimized image compression,” International Conf. on Learning Representations (ICLR), April 2017.
- ECTS information:
- Title:
- Seminar on Selected Topics in Multimedia Communications and Signal Processing
- Credits: 2,5
- Contents
- This seminar is designed for Bachelor and Master programs in Electrical Engineering, Electronics and Information Technology (EEI), Information and Communication Technology (IuK), Industrial Engineering and Management (WING), Computational Engineering (CE), Communications and Multimedia Engineering (CME), Advanced Signal Processing and Communications Engineering (ASC) as well as related study programs.
The topic of this seminar is "Machine Learning in Image and Video Compression" and it consists of three mandatory meetings: First meeting on May 3, 2022: An introduction will be given and the individual topics are assigned to the participants. Second meeting on June 2, 2022: The participants will give a brief presentation about the status of their work and hints for the final presentation are given. Third meeting on July 19, 2022: Each participant will give a presentation of 25 minutes and submit a report on his/her topic of 10 to 15 pages. All presentations will be given in English and the reports are expected to be written in English. Further information will be announced in due time.
- Additional information
- Keywords: Signal Processing, Machine Learning, Seminar
Expected participants: 12, Maximale Teilnehmerzahl: 12
www: https://www.studon.fau.de/crs4373317.html
Registration is required for this lecture.
Registration starts on Monday, 28.3.2022, 0:00 and lasts till Monday, 4.4.2022, 23:55 über: StudOn.
- Verwendung in folgenden UnivIS-Modulen
- Startsemester SS 2022:
- Seminar Ausgewählte Kapitel der Multimediakommunikation und Signalverarbeitung (Sem LMS)
- Department: Chair of Multimedia Communications and Signal Processing (Prof. Dr. Kaup)
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