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| Detailed information |
| Original study plan |
Master's programme Mechatronics 2025W |
| Learning Outcomes |
Competences |
| Students are able to independently analyse basic and advanced tasks in digital image processing, select and apply suitable methods, and interpret and generalise the results. They are further able to understand the interaction of hardware and software components in image processing systems and take this into account when developing applications.
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| Skills |
Knowledge |
Specifically, they are capable of:
- analysing image processing tasks and selecting appropriate methods to solve them (k4, k5),
- comprehending the domains of application of image-based measurement methods and identifying suitable software solutions (k5),
- implementing image processing applications using commercial software and evaluating the results in terms of their quality (k5),
- transforming images in the spatial and frequency domain (k5),
- performing 2D and 3D captures of objects and analyse and evaluate the resulting data (k4, k5).
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This combined course integrates theoretical principles with practical laboratory exercises.
Knowledge from theoretical part:
- Fundamentals of image acquisition, image processing, and computer vision
- Spatial and spectral domain image transformations
- Image preprocessing and enhancement
Knowledge from labs exercises:
- Segmentation of images
- 3D acquisition of an object
- Parameter Estimation, Motion Deblurring and Image Stitching
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| Criteria for evaluation |
Homeworks as well as execution and documentation of the laboratory exercises; continuous assessment during labs
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| Methods |
Lecture with blackboard and slides as well as independent preparation and implementation of laboratory exercises
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| Language |
German, English if requested |
| Study material |
R. C. Gonzalez, R.E. Woods. Digital Image Processing, 4th Ed., Pearson, 2018. ISBN: 9780133356724
J. Beyerer, F.P. León, C. Frese. Automatische Sichtprüfung. Springer, 2016. ISBN: 9783662477861
Skript zu Laborübungen "Practical Course: Digital Image Processing"
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| Changing subject? |
No |
| Corresponding lecture |
(*)MEMWDVODIBV: VO Digitale Bildverarbeitung (3 ECTS)
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