046195 - Computer Vision.
Syllabus : Geometry and Projections, Photometry, Color Space, Edge Detection, Scale Space, Segmentation, Recognition, Motion Analysis.
OpenCV :: a classic implementation of lane and objects detection, using simple DoG, dilation and Hough Transform :
A calibrated camera projects 3D points onto the image plane due to their linear constraint by 2 planes :
Dimensionality reduction using PCA concept, we can extract its eigenvectors, namely == EigenFaces :
Edge detection using Hough-Transform (upper) and Laplacian Pyramid as an image blender (lower) :
Python 3.4, OpenCV (cv2) and other common packages listed in requirements.txt at the OpenCV_demo directory.
Along the course I have implementesd several small-size projects in different CV topics, available here