MIT-3236 Measurement Based on Digital Image 2, 5 cr
Heimo Ihalainen, Kalle Marjanen
Passed exercises, exercise work and seminar.
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||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.|
Passed exercises, passed exercise work and passed seminar about the exercise work.
Evaluation scale passed/failed will be used on the course
|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|
|MIT-3216 Measurement Based on Digital Image 1||Recommended|
|SGN-3016 Digital Image Processing I||Recommended|