


Edge Detection
This lecture overviews Edge Detection that has many applications in image analysis, notably shape description and object recognition. It covers the following topics in detail: Edge detection using numerical differentiation or image statistics.



Structure from Motion
Image-based 3D Shape Reconstruction, Stereo and multiview imaging principles will be overviewed. The following topics will be covered: Feature extraction and matching. Triangulation and Bundle Adjustment. Mathematics of structure from motion.



Shape Description
This lecture overviews Shape Description that has many applications in object recognition and image compression. It covers the following topics in detail: Chain Codes. Polygonal Contour Approximations. Fourier Descriptors. Quadtrees.



Image Registration
This lecture overviews 2D Image Registration that has many applications in photography, computer vision, and medical imaging.



Introduction to 2D Computer Vision
This lecture overviews digital images and 2D Computer Vision (image analysis).



Computational Cinematography
This lecture overviews Computational Cinematography that has many applications in filming, notably in drone cinematography.