Computer Vision

In this course students will get a broad introduction to the field of computer vision, touching on topics ranging from low-level image processing to high-level geometric and semantic understanding of images. Along the way, we will draw on tools and techniques from mathematics, signal processing, and deep learning. The course is project-focused by design: interactive lectures will introduce theory, tools, and techniques, in support of several significant projects in which students will implement working vision systems for tasks such as image compositing, depth estimation, and novel view synthesis. We will also touch on recent advances in areas such as image generation, image and video segmentation, and unsupervised representation learning. (CSCI 0302, MATH 0200)