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Model-based Visual Tracking The OpenTL Framework
Click for related books: Giorgio Panin

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Description

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.

More Details About Model-based Visual Tracking The OpenTL Framework
General Information
Author(s)Giorgio Panin
PublisherWiley
ISBN9780470876138
Pages318
BindingHardcover
LanguageEnglish
Publish YearJanuary 2011
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