AAI613O Computer Vision and its Applications

[3–0, 3 cr.]

The course covers Artificial Intelligence and Machine Learning methods for computer vision. Fundamental concepts in computer vision are covered, including:  image formation, feature representation (color, texture, and shape), image augmentation (filtering), keypoint and edge detection, image segmentation, perceptual grouping, object/activity recognition, pose estimation, and 3D scene reconstruction. Students will learn about advanced AI techniques and tools used on these applications.