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Model-based Visual Tracking: The OpenTL Framework

Model-based Visual Tracking: The OpenTL Framework by Giorgio Panin, Wiley

This book has two main goals: to provide a unifed and structured overview of thisÿgrowing 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 mainÿobjective 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.

Book Description
Book Name : Model-based Visual Tracking: The OpenTL Framework
Author : Giorgio Panin
Publisher : Wiley
Category : Computers & Internet
ASIN : 470876131
Pages : 318
Edition : 1
Language : English
Publish Date : May 31, 2011
ISBN-10 : 470876131
ISBN-13 : 9.78047E+12

Model-based Visual Tracking: The OpenTL Framework by Giorgio Panin, Wiley

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