Model-Based Visual Tracking: The OpenTL Framework
Copyright © 2011 John Wiley & Sons, Inc.
Author(s): Giorgio Panin
Published Online: 11 MAR 2011 12:23PM EST
Print ISBN: 9780470876138
Online ISBN: 9780470943922
About this Book
This book has two main goals: to provide a unifed and structured overview of this growing field, as well as to propose a corresponding software framework, the OpenTL library, developed by the author and his working group at TUM-Informatik.
The main objective of this work is to show, how most real-world application scenarios can be naturally cast into a common description vocabulary, and therefore implemented and tested in a fully modular and scalable way, through the defnition of a layered, object-oriented software architecture.The resulting architecture covers in a seamless way all processing levels, from raw data acquisition up to model-based object detection and sequential localization, and defines, at the application level, what we call the tracking pipeline. Within this framework, extensive use of graphics hardware (GPU computing) as well as distributed processing, allows real-time performances for complex models and sensory systems.