Columbia University

The Department of Veterans Affairs’ Veteran Sponsorship Initiative (VSI) provides manualized, certification training to individuals interested in supporting service members and veterans as they transition from military service. The VSI is an evidence-based program designed to reduce transition stressors by matching service members with a community-based sponsor who [...]

This course provides military veterans with a useful roadmap to transition more smoothly from military service to a new and meaningful civilian career.

This course is designed to be a fun and accessible introduction to the topic of systems theory. Systems theory describes a number of fundamental concepts that undergird a broad array of phenomena across many different social, political and natural arenas. It is from this broad applicability that the [...]

The ultimate goal of a computer vision system is to generate a detailed symbolic description of each image shown. This course focuses on the all-important problem of perception. We first describe the problem of tracking objects in complex scenes. We look at two key challenges in this context. The [...]

This course focuses on the recovery of the 3D structure of a scene from images taken from different viewpoints. We start by first building a comprehensive geometric model of a camera and then develop a method for finding (calibrating) the internal and external parameters of the camera model. Then, [...]

This course focuses on the detection of features and boundaries in images. Feature and boundary detection is a critical preprocessing step for a variety of vision tasks including object detection, object recognition and metrology – the measurement of the physical dimensions and other properties of objects. The course presents [...]

This course focuses on the recovery of the 3D structure of a scene from its 2D images. In particular, we are interested in the 3D reconstruction of a rigid scene from images taken by a stationary camera (same viewpoint). This problem is interesting as we want the multiple images [...]