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Course Catalog 2010-2011
MIT-3236 Measurement Based on Digital Image 2, 5 cr |
Person responsible
Heimo Ihalainen, Kalle Marjanen
Lessons
| Study type | P1 | P2 | P3 | P4 | Summer | Implementations | Lecture times and places |
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Requirements
Passed exercises, exercise work and seminar.
Principles and baselines related to teaching and learning
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Learning outcomes
The course objective is to gain basic theoretical understanding of camera as a measurement device. Course contains basics of 3-D measurement (photogrammetry), geometrical calibration of optics, color measurements, noise and OTF analysis. Each topic is covered in theory and related exercises.
Content
| Content | Core content | Complementary knowledge | Specialist knowledge |
| 1. | Basics of photogrammetry; Camera projection, relative orientation of camera pair and absolute orientation of a camera. | Image registration/matching, photogrammetry and analysis of measurement errors. | Optimization techniques, photometric stereo, advanced photogrammetry, analysis of measurement errors. |
| 2. | Optics; Geometrical optics and geometrical camera calibration | Optimization parameter initialization for cameras. | Optimization techniques. |
| 3. | Camera based color measurements; Camera sensor properties, properties of light and object. Optical filtering. | Sensor physics. Radiometry and CIE-color model. | Attenuation of optical radiation in water or atmosphere. Solar irradiance. |
| 4. | Imaging system analysis; Noise analysis of camera sensors. | Sensor physics and electronics. Measurement error analysis. | Sensor physics and electronics. Measurement error analysis. |
| 5. | Imaging system analysis; Movement induced OTF in camera systems. | Fast LED or LASER imaging of moving objects. |
Evaluation criteria for the course
Passed exercises, passed exercise work and passed seminar about the exercise work.
Assessment scale:
Evaluation scale passed/failed will be used on the course
Study material
| Type | Name | Author | ISBN | URL | Edition, availability, ... | Examination material | Language |
| Lecture slides | Measurement Based on Digital Image 2 | Kalle Marjanen | http://www.mit.tut.fi/MIT-3236/ | English |
Prerequisite relations (Requires logging in to POP)
Correspondence of content
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Additional information
Suitable for postgraduate studies
More precise information per implementation
| Implementation | Description | Methods of instruction | Implementation |