Computer Vision

Catalog description

This course provides a comprehensive introduction to computer vision techniques and applications. Major topics include image processing, image segmentation (semantic segmentation, co-segmentation), image enhancement (super-resolution, image recovery), 3D reconstruction, image generation, and video segmentation. It will also touch several advanced computer vision topics, such as multi-modal visual understanding, transfer learning, style transfer and image translation. Students will learn the basic concepts of computer vision as well as gain hands-on experience in solving real-life vision problems