Spatial-temporal-characteristic-based detection and service method for parking space state of community
A state detection, spatiotemporal feature technology, applied in the field of intelligent transportation system, can solve the problems of high price, difficult construction, unable to provide an intuitive sense of the real situation of the parking lot, etc., to achieve the effect of high information utilization and wide coverage
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[0031] Such as figure 1 As shown, the implementation system of the present invention includes two major modules, namely, a detection module and a prediction module. The detection module is further divided into an image feature extraction sub-module, a scene labeling sub-module and a detection sub-module. The state prediction module and the spatial association analysis module of the number of parking spaces in different parking lots, the detection module and the prediction module provide data support through the historical database.
[0032] Such as figure 2 Shown, detection method of the present invention is specifically implemented as follows:
[0033] (1) Fully excavate the correlation between the real-time image of the parking lot and the parking event scene, and carry out the scene labeling of the image to form a vector.
[0034] The first step is to obtain the historical image data set, and for each image, perform image scene labeling according to the Schilit scene ele...
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