Introduction to Image Processing and Computer Vision

Catalog description

This course introduces concepts and techniques for image processing and computer vision. The course covers key computer vision topics, including image classification, object detection, and image segmentation using deep neural networks (e.g., convolutional neural networks (CNNs)). Additionally, students will learn about advanced vision tasks such as 3D vision, video analysis, and diffusion models. By applying these methods, students will develop practical solutions for real-world image and video processing challenges.