Model-based Visual Tracking: the OpenTL Framework (Hardcover)
Giorgio Panin
- 出版商: Wiley
- 出版日期: 2011-05-31
- 定價: $3,135
- 售價: 9.5 折 $2,978
- 貴賓價: 9.0 折 $2,822
- 語言: 英文
- 頁數: 318
- 裝訂: Hardcover
- ISBN: 0470876131
- ISBN-13: 9780470876138
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商品描述
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.