A kind of urban street view
information retrieval method, comprising the following steps: S100, street view
data acquisition, by Google map API interface, obtain a city full
city street view image information and its corresponding geographic
latitude and
longitude information;S200, street view image visual
feature extraction and quantization, the visual feature of street view image is extracted and quantitatively analyzed multidimensionally, constructs comprehensive visual representation
system, wherein including: visual entity representation,
visual impression representation and visual field structure representation three big categories;S300, the formation of street view data comprehensive training and intelligent search
system, the street view visual representation
system data set is comprehensively trained using self-organizing mapping neural network
algorithm, constructs structured, visual street view feature
distribution diagram, forms the
core system of intelligent search system;S400, the use of intelligent search system, including street view visual
information retrieval, visual display and interactive exploration.Provide intuitive, efficient
city street view
data query and analysis service.