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II-Industrial Vision Technology

Course Code :2314FTIMAU
Study domain:Electromechanics
Academic year:2019-2020
Semester:2nd semester
Contact hours:30
Credits:3
Study load (hours):84
Contract restrictions: Exam contract not possible
Language of instruction:Dutch
Exam period:exam in the 2nd semester
Lecturer(s)Steve Vanlanduit

3. Course contents *

Hardware aspects: cameras, triggering, lights, lenses, CDD, CMOS, ...
RGB-images (Bayer pattern): uEye, Matlab, Halcon (image acquisitions)
Color and color quality. Radiometric calibration, color schemes.
Image filtering, morphological adjustments, segmentation. (Matlab)
Barcode, DataMatric, OCR and PCV: licence plate recognition. (Matlab)
 Classificationsystems (GMM, Bayesian logic, NN, SVM…)     (Halcon)
 Pattern Matching and ‘normalised cross correlations’                 (Halcon)
Stereo Visie, depth from focus, Sheet of light, fringe patterns (halcon)
Time of flight camera’s: basicelements.  (Mesa, ifm, Fotonic, Melexis,…)                       
   Time of flight: question.   (robotica, navigatie, healthcare…)
   Special camera types: multi spectral, thermography, Line scan.
   Capita Selecta of vision cases.  (Texture, Blur, Real time vision)    (Matlab)
   Capita Selecta of vision cases.  (Flow, Pyramids, Image integral)   (Halcon)
    Capita Selecta of vision cases. (Combinations of IR-ToF and RGB-camera.)