Geometric/Deep Computer Vision

Catalog description

Geometrick methods including exponential corrdinates for describing rigid motion, quaternions, pinhole models of cameras, and models of stereo cameras. Reconstruction of a 3D scene. Deep learning methods using convolutional and other neural networks wil lbe used for computer vision. CNN architectures, classification, optimization, detection, identification, segmentation, GANs, and transformers are covered.