YZV 416E - Computer Vision

Course Objectives

1. To learn main techniques in processing 2D images and analysis of 2D and 3D vision problems in extracting and understanding the visual structure in the scenes.
2. To study the 2D and 3D vision techniques in terms of both mathematical principles and computer realizations as well as applications

Course Description

This course introduces the foundations of 2D and 3D computer vision, emphasizing geometry, estimation, and modern learning-based perspectives. Advanced treatments of multi-view geometry, nonlinear optimization, and research-level 3D reconstruction are intentionally beyond scope and are reserved for graduate-level courses.