CS 558 Computer Vision
Image Processing
Design convolving filters for smoothing,
differentiation, edge detection and sharpening.
Image Formation: Light
Explain how a camera measures light and describe
the properties of cameras.
Image formation: Geometry
Distinguish orthographic from perspective cameras;
define homogeneous coordinates and their relationship to
Euclidean coordinates.
Epipolar Geometry
Explain the fundamental/essential matrix and
epipolar lines and planes.
Feature Detection
Implement simple edge and corner detectors and explain the usefulness
of identifying scale/rotation/translation-invariant image points.
Recognition
Describe at least two approaches for object recognition.