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onling_tracker
- 采用在线学习跟踪方式,对物体进行跟踪,代码用c++编写,库用的Opencv库,程序中包括了3个.h,3个.cpp,一个.main程序。-We have added two new state-of-the-art object tracking algorithms to OpenCV which can robustly track images patches across a video sequence and learn online (i.e., on-the-fly) as the
OnlinePCA
- 通过在线PCA来识别手势,并能对新增手势做一定的增量,很好的实现了增量学习。算法具有效率高,识别率好,速度快等特点,同样适合其他模式识别方面的应用。-The learning method for hand gesture recognition system based on vision is commonly off-line,which results in repeated off-line learning when new hand gestures come. Its real-
TLD
- 本程序是在vs2010+opencv的平台上运行的,利用的是opencv2.4.9,C++写的,该算法与传统跟踪算法的显著区别在于将传统的跟踪算法和传统的检测算法相结合来解决被跟踪目标在被跟踪过程中发生的形变、部分遮挡等问题。同时,通过一种改进的在线学习机制不断更新跟踪模块的“显著特征点”和检测模块的目标模型及相关参数,从而使得跟踪效果更加稳定、鲁棒、可靠。最后的得到的效果令人满意。-This program is run on a platform vs2010+opencv, the use