Video identification and analytical recognition system
An analytical recognition system includes a video camera, an antenna, and a data analytics module. The video camera is configured to capture video data. The antenna is configured to capture mobile communication device data. The data analytics module is configured to correlate the video data and the mobile communication device data to generate a profile of a person associated with the video data and the mobile communication device data. The profile has profile data including any one or a combination of the captured video data and the captured mobile communication data.
1. A method for video identification and recognition of persons, the method comprising:
capturing video data using a video camera, the video data including a video frame that includes an image of a person;
capturing mobile communication device data using an antenna, the mobile communication device data including an identifier of a mobile communication device associated with the person;
correlating the video frame to the identifier of the mobile communication device associated with the person;
generating a profile of the person based on a result of correlation of the video frame to the identifier;
normalizing the profile to categorize the person based on a number, a frequency, and a duration of visits;
identifying an object associated with the person from at least one of the video frame or the mobile communication device data; and
tracking the object using at least one of the video data or the mobile communication device data.
2. The method according to claim 1 , wherein the profile includes at least one of an indication of when the video frame was captured or an indication on of when the mobile communication device data was captured.
3. The method according to claim 1 , wherein the profile includes at least one of an indication of a location at which the video data was captured or an indication of a location at which the mobile communication device data was captured.
4. The method according to claim 1 , further comprising:
assigning the person to a positive list, an undetermined list, or a negative list based on any of or a combination of the video data, the mobile communication device data, the profile, and a user-inputted criteria.
5. The method according to claim 4 , further comprising:
assigning the person to the positive list based on a determination that at least one of the video data, the mobile communication device data, or the profile corresponds to an employee or to a person on a predetermined list of people.
6. The method according to claim 1 , further comprising:
classifying the person as a new customer or a repeat customer at premises based on premises visit data stored in the profile.
7. The method according to claim 6 , further comprising:
updating the profile to include an indicator of whether the person is a new customer or a repeat customer.
8. A video identification and analytical recognition system, comprising:
a video camera configured to capture video data including a video frame that includes an image of a person;
an antenna configured to capture mobile communication device data including an identifier of a mobile communication device associated with the person; and
a processor configured to:
correlate the video frame to the identifier of the mobile communication device associated with the person;
generate a profile of the person based on a result of correlation of the video frame to the identifier;
normalize the profile to categorize the person based on a number, a frequency, and a duration of visits;
identify an object associated with the person from at least one of the video frame or the mobile communication device data; and
track the object identified by the processor using at least one of the video data or the mobile communication device data.
9. The system according to claim 8 , wherein the profile includes at least one of an indication of when the video frame was captured or an indication on of when the mobile communication device data was captured.
10. The system according to claim 8 , wherein the profile includes at least one of an indication of a location at which the video data was captured or an indication of a location at which the mobile communication device data was captured.
11. The system of claim 8 , wherein the antenna includes at least one of a WiFi antenna, a media access control (MAC) antenna, a Bluetooth antenna, a cellular antenna, a near field communication antenna, and a radio frequency identification antenna.
12. The system of claim 8 , wherein the processor is further configured to assign the person to a positive list, an undetermined list, or a negative list based on any of or a combination of the video data, the mobile communication device data, the profile, and a user-inputted criteria.
13. The system of claim 12 , wherein the processor is further configured to assign the person to the positive list based on a determination that any one or a combination of the video data, the mobile communication device data, and the profile corresponds to an employee or to a person on a predetermined list of people.
14. The system of claim 8 , wherein the antenna is configured to capture the mobile communication device data by wirelessly receiving data from a mobile communication device located within a range of the antenna.
15. The system of claim 8 , wherein the processor is configured to classify the person as a new customer or a repeat customer at premises based on premises visit data stored in the profile.
16. The system of claim 15 , wherein the processor is further configured to update the profile to include an indicator of whether the person is a new customer or a repeat customer.
17. The system of claim 8 , wherein the profile includes any one or a combination of the video data, the mobile communication device data, temporal data associated with the captured video data or the captured mobile communication device data, and location data associated with the captured video data or the captured mobile communication device data.
18. The system of claim 17 , wherein the captured video data includes any one or a combination of a captured still image and video footage, and the mobile communication device data includes any one or a combination of a WiFi identifier, a media access control (MAC) identifier, a Bluetooth identifier, a cellular identifier, a near field communication identifier, and a radio frequency identifier associated with the mobile communication device in communication with the antenna.
19. The system of claim 17 , wherein the temporal data includes any one or a combination of a time the video data is captured and a time the mobile communication device data is captured, and the location data includes any one or a combination of a location at which the video data is captured and a location at which the mobile communication device data is captured.