Online multi-target tracking method of unified target motion perception and re-identification network
A multi-target tracking and motion-aware technology, applied in the field of online multi-target tracking, can solve the problems of frequent conversion of identity recognition and inability to associate, and achieve the effect of adding re-identification branches, improving performance, and enhancing anti-occlusion capabilities.
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[0039] The following examples will further illustrate the present invention in conjunction with the accompanying drawings. The present embodiment is implemented on the premise of the technical solution of the present invention, and provides implementation and specific operation process, but the protection scope of the present invention is not limited to the following implementation example.
[0040] see figure 1 , the implementation of the embodiment of the present invention includes the following steps:
[0041] A. Input the current frame image and the previous frame image to the backbone network to obtain the feature maps of the two frame images.
[0042] Such as figure 2 As shown, the backbone network is transformed with the DLA-34 network; the DLA-34 network is composed of an iterative depth aggregation module and a hierarchical depth aggregation module; all ordinary convolutional layers in the upsampling module of the DLA-34 network are replaced with deformable convolu...
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