High precision object tracking and detection using a Kalman filter framework
- 总结
- This technology is a high precision method for simultaneously tracking and detecting moving objects. The technology combines a generic object detector that obtains noisy measurements of an object's position with a Kalman filter-based algorithm that enables prediction of both the position and velocity of a moving object in any unconstrained video streams, while minimizing the drift effect.
- 技术优势
- Can achieve higher tracking precision than existing appearance-based object tracking methodsReduced drift effect when tracking objects in unconstrained video sequencePatent information:Patent Pending (WO/2012/138828)Tech Ventures Reference: IR M11-085
- 技术应用
- Human body motion tracking in video surveillance systems, video conferencing, and sports broadcastingBiomedical imaging applications for monitoring dynamic physiology and flow of therapeutic agentsAnimal tracking algorithm in short and long term behavioral studiesVehicular and avionics traffic control and monitoring
- 详细技术说明
- None
- *Abstract
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None
- *Inquiry
- Bonnie GurryColumbia Technology VenturesTel: (212) 854-8444Email: TechTransfer@columbia.edu
- *IR
- M11-085
- *Principal Investigation
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- 国家/地区
- 美国
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