BLG 506E - Computer Vision

Course Objectives

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Course Description

Introduction to Computer Vision. Visual and Image Data; Pointwise Image Processing; Geometric Transforms; Image Neighborhood Operations, (Spatial Filtering, Edge Detection Operators); Feature Extraction (Corners, Parametric Techniques: Lines, Circles, Ellipses, Templates); Basic Segmentation; Dimensionality Reduction; Motion Estimation in 3D /Dynamic Scenes; Basic Geometric 2D Shape Analysis; Programming Exercises (e.g. Python) to implement the computer vision algorithms covered in the course.