Human body target tracking method based on deep learning and correlation filtering
A technology of correlation filtering and human target, applied in character and pattern recognition, instrument, biological neural network model, etc., can solve the problem of low accuracy rate, achieve the effect of improving efficiency, enhancing accuracy rate, and ensuring real-time performance
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[0027] The present invention will be described in detail below with reference to the drawings and specific embodiments. This embodiment is implemented on the premise of the technical solution of the present invention, and provides detailed implementation and specific operation procedures, but the protection scope of the present invention is not limited to the following embodiments.
[0028] Such as figure 1 As shown, this embodiment implements a human target tracking method based on deep learning and related filtering. The method is composed of a human detector, a lightweight human discriminator, and a related filter tracker to complete the human target tracking task. It includes the following steps:
[0029] 1) Read the current frame of the video to be tracked, and use the human body detector to detect the position of the human body;
[0030] 2) Read the next frame of the video to be tracked, and determine whether the end of the video has been reached, if it is, then it ends, if no...
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