Purpose of the development: To ensure finding the trajectory of a given object in a video sequence and determine its coordinates on each frame.

Recommended application field: To ensure finding the trajectory of a given object in a video sequence and determine its coordinates on each frame.

Advantages over analogues: The results correspond to the world level, which is achieved through implementation in the development of modern digital technologies. Much cheaper than world analogues.

The development stage readiness: Ready for application

Description of the development:
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Improving the efficiency of the system is achieved through the development and improvement of tracking methods, as well as the structural and functional organization of embedded software and hardware tools for its implementation on the ARM Cortex-A processor core. A further development was the composite TLD tracking method and the tracking method based on the discriminant DCF correlation filter, which provided high tracking performance, including on achromatic image sequences, and made it possible to obtain software implementations of these methods capable of working in real-time computing tools. A new FCT (Flow Clustering Tracker) tracking method has been created, based on the clustering of sparse optical flow calculation results, which made it possible to achieve a compromise level of reliability and tracking accuracy when implementing the method in portable solutions. A software suite of embedded software and hardware for the implementation of portable automatic tracking systems has been created on the PINE64 and Beagleboard-xM evaluation modules, which provide real-time video frame processing (at least 15 frames / s).

corresponds technical description
Ready for implementation

Possibility of transfer abroad:
Combinated reduction to industrial level
Joint production, sale, exploitation

Photo

Country Ukraine

For additional information turn to:
E-mail: gal@uintei.kiev.ua