A Pedestrian Detection Method Based on Thermal Imaging Background Filtering
A technology for background filtering and pedestrian detection, applied in image analysis, image enhancement, image data processing, etc., can solve the problems of visible light images being easily affected by the environment
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[0046]The present invention will be further elaborated and illustrated below in conjunction with the accompanying drawings and specific embodiments. The technical features of the various implementations in the present invention can be combined accordingly on the premise that there is no conflict with each other.
[0047] In a preferred embodiment of the present invention, Pytorch, an open source tool based on deep learning, implements a pedestrian detection method based on thermal imaging background filtering. Such as figure 1 As shown, a pedestrian detection method based on background filtering disclosed in the present invention consists of two parts: thermal imaging image background filtering and deep learning model construction, training and detection. The specific implementation process is as follows:
[0048] 1. Thermal imaging image background filtering processing
[0049] First, a thermal imaging camera is used to obtain a thermal imaging video, which consists of a se...
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