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Computer Vision III: Detection, Segmentation, and Tracking (IN2375)

Course 0000005539 in SS 2021

General Data

Course Type lecture with integrated exercises
Semester Weekly Hours 4 SWS
Organisational Unit Informatics 9 - Chair of Computer Vision and Artificial Intelligence (Prof. Cremers)
Lecturers Patrick Dendorfer
Laura Leal-Taixe
Aysim Toker Eisenberger
Assistants:
Ismail Elezi
Dates Thu, 14:00–16:00, virtuell
Tue, 10:00–12:00, virtuell

Assignment to Modules

Further Information

Courses are together with exams the building blocks for modules. Please keep in mind that information on the contents, learning outcomes and, especially examination conditions are given on the module level only – see section "Assignment to Modules" above.

additional remarks - Proposal-based object detection (Faster-RCNN) - One-stage detectors (YOLO, SSD, RetinaNet) - Point-based detection - Instance segmentation (Mask-RCNN) - Semantic segmentation - Panoptic segmentation - Video object segmentation (OSVOS) - Visual object tracking - Multiple object tracking - Graph neural networks for object tracking - 3D object tracking - Trajectory prediction
Links E-Learning course (e. g. Moodle)
TUMonline entry

Equivalent Courses (e. g. in other semesters)

SemesterTitleLecturersDates
WS 2024/5 Computer Vision III: Detection, Segmentation, and Tracking (IN2375) Hofherr, F. Weber, S.
Responsible/Coordination: Cremers, D.
Assistants: Araslanov, N.Hartwig, R.Muhle, D.
Tue, 16:00–18:00, Interims II 004
Thu, 08:00–10:00, MI HS1
Thu, 10:00–12:00, ZEI 0001
WS 2023/4 Computer Vision III: Detection, Segmentation, and Tracking (IN2375) Häfner, B. Weber, S.
Responsible/Coordination: Cremers, D.
Assistants: Araslanov, N.Hartwig, R.Muhle, D.
Tue, 16:00–18:00, Interims II 004
Thu, 08:00–10:00, MI HS1
WS 2022/3 Computer Vision III: Detection, Segmentation, and Tracking (IN2375) Araslanov, N. Häfner, B. Weber, S.
Responsible/Coordination: Cremers, D.
Assistants: Hartwig, R.Muhle, D.
Tue, 16:00–18:00, Interims II 004
Thu, 08:00–10:00, MI HS1
SS 2022 Computer Vision III: Detection, Segmentation, and Tracking (IN2375) Dendorfer, P. Leal-Taixe, L. Toker Eisenberger, A.
Assistants: Braso Andilla, G.Elezi, I.Weber, M.
Tue, 10:00–12:00, GALILEO 300
Thu, 14:00–16:00, GALILEO 300
and singular or moved dates
WS 2021/2 Computer Vision III: Detection, Segmentation, and Tracking (IN2375) Dendorfer, P. Leal-Taixe, L. Wed, 12:00–14:00, virtuell
Thu, 14:00–16:00, virtuell
SS 2020 Computer Vision III: Detection, Segmentation, and Tracking (IN2375) Dendorfer, P. Leal-Taixe, L.
Assistants: Meinhardt, T.Osep, A.
WS 2019/20 Computer Vision III: Detection, Segmentation, and Tracking (IN2375) Dendorfer, P. Leal-Taixe, L.
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