嵌入式自主跟蹤系統(tǒng)-球童機器人

        隨著人工智能和計算機視覺技術的發(fā)展與成熟，服務型機器人已出現(xiàn)在各個領域。由于高爾夫獨特的運動方式和復雜的場地條件，因而對高爾夫球場的球童機器人研究具有一定的價值。目前，國內外已有一些廠商推出了相應的產品，這些產品大多應用GPS導航遙控或是無線射頻控制技術，取得了一定的成功。

        本作品基于Intel雙核處理器的開發(fā)平臺，綜合運用RF無線通信，超聲測距，計算機視覺，模式識別等技術，實現(xiàn)了機器人對運動目標的識別與跟蹤。當前，國內外對靜止背景下的目標跟蹤，已經有大量的成熟的研究成果，但是對于前景和背景都是運動情況下的目標跟蹤的研究還處于起步階段，尚沒有成熟的技術來解決此問題。本作品是對計算機視覺跟蹤技術的一次大膽應用，采用多傳感器協(xié)同工作的方式，嘗試解決攝像頭運動情況下的目標跟蹤，取得了不錯的效果。

        為了充分發(fā)揮開發(fā)平臺的雙核優(yōu)勢，本作品中還加入了基于OpenMP標準的雙核多線程優(yōu)化技術，使作品的魯棒性和實時性得到了提高。另外，本作品的研究成果可以很容易地引用到其他領域，如智能玩具，智能監(jiān)控護理，軍事上的自動巡邏等等。所以有理由相信，本作品具有很好的應用前景和擴展推廣價值。

With the development of the artificial intelligence and computer vision technology, service-oriented robots have appeared in various fields. Considering the unique sports style and complex venues condition of golf, there is great value in the research of caddie robot of golf. At present, a number of corresponding products are introduced to the world as a certain kind of success from domestic and foreign manufacturers, most of which are based on GPS navigation system or radio frequency remote control.

This robot is designed on the basis of Intel dual-core processor, integrating the technologies of RF wireless communication, ultrasonic ranging, computer vision, pattern recognition and so on, so that it can identify and track the moving objects. At present, there are a great many mature research results, in terms of object tracking which is in the static background. but the study of the moving object tracking when both foreground and background are moving is still in its initial stage, there is no mature technique to solve this problem . This work is an innovative application of the computer vision technology in object tracking area. Integrating information from multi-sensors, the robot solves the problem of tracking moving objects with moving cameras, which has achieved good results.

To take full advantage of the dual-core platform, the work adopts the technology of dual-core multi-threaded optimization based on OpenMP standards. So that the robustness and real-time of the work has been enhanced. In addition, our research results can be easily applied to other areas, such as smart toys, intelligent monitoring care, the military patrol, and so on. we are confident that the work will have a good prospect and great value for promotion.
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