Autonomous vehicles, such as self-driving cars, rely critically on an accurate perception of their environment. In this course, we will teach you the fundamentals of multi-object tracking for automotive systems. Key components include the description and understanding of common sensors and motion models, principles underlying filters that can handle varying number of objects, and a selection of the main multi-object tracking (MOT) filters. The course builds and expands on concepts and ideas introduced in CHM013x: “Sensor fusion and nonlinear filtering for automotive systems”. In particular, we study how to localize an unknown number of objects, which implies various interesting challenges. We focus on cameras, laser scanners and radar sensors, which are all commonly used in vehicles, and emphasize on situations where we seek to track nearby pedestrians and vehicles. Still, most of the involved methods are more general and can be used for surveillance or to track, e.g., biological cells, sports athletes or space debris. The course contains a series of videos, quizzes and hands-on assignments where you get to implement several of the most important algorithms. Learn from award-winning and passionate teachers to enhance your knowledge at the forefront of research on self-driving vehicles. Chalmers is among the top engineering schools that distinguish itself through its close collaboration with industry.
* This article was originally published here
advertiser arms availabile belt blue boot breed bridge brooches buckle case claddagh color com comfort crafted cross crown custom-made detail dress elegant ericdress eur faces features fit foods frame free gift hand home id intensive internet irish iron jeans jk knitted li light london love manufacturer masonic material miso name native noses oakley open oz patriot pencil perfect plain plant plus post-lift posts price products rainbow red redlinegoods redtab retail romwe rounded sale scoop sexy shift size sleeve sourced spring stainless star steel store stripes styles suit sustained tailored-fit threads top types ul universal usd von wholesale wide women xl
created at TagCrowd.com