CEN454

Course Description

This course will introduce concepts of computer vision including image representation and enhancement, edge detection, image segmentation, feature extraction and object recognition. It is focused on the application of machine learning, especially deep learning, to images, video, or 3D signals. It explores both raw input and feature-space (e.g., shape, appearance, spatial, etc.), imaging data as input to machine learning for segmentation, object recognition, object detection, and scene understanding. Students will learn to use Matlab’s Image Processing and Computer Vision toolboxes and Python’s OpenCV in labs and projects to design image and video processing and understanding pipelines.

Course Details