Computer Vision, Image Formation, Image Processing, Computer Science, Deep Learning.
involves linear algebra, projective geometry, and transformations to bridge the gap between the 3D world and 2D images. Let’s consider a simple mathematical example for image formation in computer vision using a pinhole camera model. Assumptions: The camera is represented by a pinhole model, which