Method for assisting in learning by pedestrian re-identification feature fusion
A pedestrian re-identification and feature fusion technology, applied in the field of pattern recognition, can solve the problem of not considering the complementary relationship between global features and local features, and achieve the effect of improving accuracy and strong discrimination.
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[0028] In order to make the objectives, technical solutions and advantages of the present invention clearer, the following further describes the present invention in detail with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention, but not to limit the present invention. In addition, the technical features involved in the various embodiments of the present invention described below can be combined with each other as long as they do not conflict with each other.
[0029] Such as figure 1 As shown, a pedestrian re-identification feature fusion assisted learning method includes:
[0030] The global feature extraction model obtained by adding local feature training is used to extract the global feature of the pedestrian image, and the global feature is used for pedestrian re-identification. The training of the global feature extraction model includes:
[0031] (1) Col...
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