Information correlating method, device thereof and system
A technology of information association and item information, applied in the field of intelligent identification, can solve the problems of low recycling rate, high operating cost of shopping places, high cost of radio frequency tags, etc., and achieve the effect of improving accuracy
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Embodiment 1
[0031] First, refer to figure 1 An example electronic system 100 for implementing the method, device, and system for associating target objects and item information in an embodiment of the present invention will be described.
[0032] Such as figure 1 Shown is a schematic structural diagram of an electronic system. The electronic system 100 includes one or more processing devices 102, one or more storage devices 104, an input device 106, an output device 108, and a plurality of camera devices 110. These components are connected through a bus system 112 and / or other forms of connection mechanisms (not shown). It should be noted thatfigure 1 The components and structures of the electronic system 100 shown are exemplary rather than limiting, and the electronic system may also have other components and structures as required.
[0033] The processing device 102 may be a gateway, or an intelligent terminal, or a device including a central processing unit (CPU) or other forms of pr...
Embodiment 2
[0040] This embodiment provides an information association method, which is executed by the above-mentioned processing device; the processing device may be a gateway, or other devices capable of data processing, such as a host computer, a local server, a cloud server, and the like. The processing device can independently process the received information, or can be connected with a server to jointly analyze and process the information, and upload the processing results to the cloud.
[0041] In this embodiment, the camera devices for collecting video frame images can be distributed in various positions of the target area to collect image data of customers more comprehensively; the images collected by each camera device can be used for face detection of customers, and It can be used for pedestrian detection; of course, a camera device can also be dedicated to face detection or pedestrian detection, so that the device with corresponding configuration parameters can be selected for...
Embodiment 3
[0063] The embodiment of the present invention provides another information association method, which is implemented on the basis of the above-mentioned embodiments; in this method, the face detection is first performed on the video frame image, and after the face is found, the face features are extracted. Face features can be used as the unique identification information of the target object; then pedestrian detection is performed on the video frame image, and after the human figure of the target object is found, the target object is positioned and tracked to obtain the position movement track; and then the target object is identified Item handling actions and corresponding item information. Such as image 3 As shown, the method specifically includes the following steps:
[0064] Step S302, acquiring a plurality of video frame images in the target area;
[0065] Step S304, performing face detection on the video frame image through the first neural network to obtain face dat...
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