Computer Science


Lectures

No lectures during the Graduation Week (May 2 - May 6, 2011)

Timetable (Semester 1, 2011)

DayTimeWhereLecture
Feb 282-3pm303S-169 1) Introduction
March 310-12am303S-169 2-3) 3D reconstruction: image matching & stereo correspondence
March 72-3pm303S-169 4) Window-based 2/3D correlation matching
March 1010-12am303S-169 5-6) Correlation with soft masking of outliers & 1D Dynamic programming matching
March 142-3pm303S-169 7) 1D Dynamic programming based stereo matching
March 1710-12am303S-169 8-9) 2D energy minimisation methods: Min cut/max flow based stereo
March 212-3pm303S-169 10) Belief propagation based optimisation
March 2410-12am303S-169 11-12) Linear algebra basics, fundamental matrix & image rectification

Lecture notes and additional materials

  • Introduction to 773 (pdf-file; handouts: 6 slides p/page)
  • Lectures notes (pdf-file) on 2D/3D vision geometry, camera calibration, colour discrimination, and binary machine vision.
  • 2D/3D additional lecture notes
  • My calibration
  • Colour space: 1.html  2.html
  • Features
  • PCA
  • LDA
  • Extended lecture notes (pdf) and lecture slides (pdf) on random processes and Kalman filtering.
  • Computational stereo vision: extended web-based lecture notes & additional references
  • Lecture notes on computational stereo vision: epipolar geometry and stereo matching
    • Lecture slides on math tools (linear algebra): pdf
    • Lecture slides on epipolar geometry (shorter version): pdf
    • Lecture slides on epipolar geometry (more detailed version): pdf
    • Lecture slides on 3D reconstruction: pdf
    • Lecture slides on stereo correspondence: pdf and handouts pdf (6 slides/page)
    • Lecture slides on correlation matching: pdf and handouts pdf (6 slides/page)
    • Lecture slides on dynamic programming based matching: pdf and handouts pdf (6 slides/page)
    • Lecture slides on minimum cut / maximum flow based matching: pdf and handouts pdf (6 slides/page)
    • Lecture slides on belief propagation based approximate optimisation: pdf and handouts pdf (6 slides/page)


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