“Tracking: Beyond 15 Minutes of Thought” by Bishop, Welch and Allen
Conference:
Type(s):
Entry Number: 11
Title:
- Tracking: Beyond 15 Minutes of Thought
Course Organizer(s):
Presenter(s)/Author(s):
Abstract:
Prerequisites
A basic mathematical background, sufficient to understand explanations that involve beginning statistics, random signals, and geometric transformations.
Topics
Basic mathematical foundations (statistics, random signals, and transforms). Sensor and system information and uncertainty. Technologies and sensing mediums for tracking. Geometric configurations and related sensitivity. Examples of algorithms for magnetic, inertial, and optical systems. Hybrid technology approaches. Motion prediction (world and body-centric). Sources and propagation of error.
Description
Every year, dozens of vendors display different systems for tracking motion capture at the SIGGRAPH exhibition. Why are there so many different approaches to this seemingly simple problem? How do the systems differ and what are the strengths and limitations of each approach? How can you decide which is appropriate for your application? This course provides a basic understanding of the available technologies and approaches, their fundamental limitations, and how those limitations can become problems. Attendees peek “under the hood” of a few systems so they might better understand system performance (or lack thereof) and improve their results by adjusting set-ups to better match the technology.
Contents/Schedule PDF:
Contributed By:
- Mary Whitton
Location:
- Charles Babbage Institute Archives, University of Minnesota
