Multi-Object Tracking for Automotive Systems

Online Course

edX
Multi-Object Tracking for Automotive Systems

What is the course about?

Multi-Object Tracking for Automotive Systems
The course Multi-Object Tracking for Automotive Systems is an online class provided by Chalmers University of Technology through edX. The skill level of the course is Advanced. It may be possible to receive a verified certification or use the course to prepare for a degree.
Learn how to localize and track dynamic objects with a range of applications including autonomous vehicles
Course description
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.  

Prerequisites & Facts

Multi-Object Tracking for Automotive Systems

Course Topic

Computer Science, Data Analysis and Statistics, Engineering

University, College, Institution

Chalmers University of Technology

Course Skill Level

Advanced

Course Language

English

Place of class

Online, self-paced (see curriculum for more information)

Degree

Certificate

Degree & Cost

Multi-Object Tracking for Automotive Systems

To obtain a verified certificate from edX / Chalmers University of Technology you have to finish this course or the latest version of it, if there is a new edition. The class may be free of charge, but there could be some cost to receive a verified certificate (200.00 USD) or to access the learning materials. The specifics of the course may have been changed, please consult the provider to get the latest quotes and news.
Chalmers University of Technology
Multi-Object Tracking for Automotive Systems
provided by edX

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School: Chalmers University of Technology
Topic: Computer Science, Data Analysis and Statistics, Engineering
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