Motion detection system based on user feedback
A method, device, and system for video monitoring based on feedback provided by one or more users. The device includes a processor configured to acquire video data and analyze the video data, based on a set of rules, to determine whether to generate an alert indicating a motion event. The processor of the device is further configured to transmit the alert to a recipient f an alert is generated and to update the set of rules based on feedback or an action of the recipient in response to the alert.
1. A method for video monitoring, comprising:
receiving video data from one of a plurality of monitoring devices;
analyzing the video data and, based on a set of rules, selectively generating an alert indicating a motion event;
transmitting the alert to a corresponding user device of a first user if an alert is generated;
receiving, from the user device, a signal indicating an action of the first user in response to the alert;
receiving, from user devices of a plurality of users other than the first user, at least one signal indicating an action of the plurality of users in response to the alert, the plurality of users belonging to a community within a designated geographic area where the first user is situated;
identifying, based on the received signals indicating actions of the first user and the plurality of users in response to the alert, a feedback pattern in response to the alert; and
updating, based on the identified feedback pattern, alert generation rules associated with the first user.
2. The method of claim 1 , wherein:
analyzing the video data comprises analyzing the video data at a server, and
updating the alert generation rules comprises updating the alert generation rules at the server.
3. The method of claim 1 , wherein:
analyzing the video data comprises analyzing the video data at the one of the monitoring devices, and
updating the alert generation rules comprises updating the alert generation rules at the one of the monitoring devices.
4. The method of claim 1 , wherein the signal indicating an action of the first user comprises an indication of the accuracy of the alert.
5. The method of claim 1 , wherein the signal indicating an action of the first user comprises an indication of a category of the motion event.
6. The method of claim 1 , further comprising transmitting the alert to the user devices of the plurality of users.
7. The method of claim 1 , further comprising:
receiving training data; and
updating the alert generation rules based on the training data.
8. A device for video monitoring, comprising:
a memory storing instructions; and
a processor configured to execute the instructions to:
acquire video data;
analyze the video data and, based on a set of rules, selectively generate an alert indicating a motion event;
transmit the alert to a corresponding user device of a first user if an alert is generated;
receive, from the user device, a signal indicating an action of the first user in response to the alert;
receive, from user devices of a plurality of users other than the first user, at least one signal indicating an action of the plurality of users in response to the alert, the plurality of users belonging to a community within a designated geographic area where the first user is situated;
identify, based on the received signals indicating actions of the first user and the plurality of users in response to the alert, a feedback pattern in response to the alert; and
update, based on the identified feedback pattern, alert generation rules associated with the first user.
9. The device of claim 8 , wherein the signal indicating an action of the first user comprises an indication of the accuracy of the alert.
10. The device of claim 8 , wherein the signal indicating an action of the first user comprises information indicating a category of the motion event.
11. The device of claim 8 , wherein the processor is further configured to execute the instructions to:
transmit the alert to the user devices of the plurality of users.
12. The device of claim 8 , wherein the processor is further configured to execute the instructions to:
receive training data; and
update the alert generation rules based on the training data.
13. A system for video monitoring, comprising:
a memory storing instructions; and
a processor configured to execute the instructions to:
receive a notification indicating a potential motion event from one of a plurality of monitoring devices;
acquire, based on the notification, video data associated with the potential motion event;
analyze the video data and, based on a set of rules, selectively generate an alert indicating a motion event;
transmit the alert to a corresponding user device of a first user if an alert is generated;
receive, from the user device, a signal indicating an action of the first user in response to the alert;
receive, from user devices of a plurality of users other than the first user, at least one signal indicating an action of the plurality of users in response to the alert, the plurality of users belonging to a community within a designated geographic area where the first user is situated;
identify, based on the received signals indicating actions of the first user and the plurality of users in response to the alert, a feedback pattern in response to the alert; and
update, based on the identified feedback pattern, alert generation rules associated with the first user.
14. The system of claim 13 , wherein the signal indicating an action of the first user comprises an indication of the accuracy of the alert.
15. The system of claim 13 , wherein the signal indicating an action of the first user comprises information indicating a category of the motion event.
16. The system of claim 13 , wherein the processor is further configured to execute the instructions to:
transmit the alert to the user devices of the plurality of users.
17. The system of claim 13 , wherein the processor is further configured to execute the instructions to:
receive training data; and
update the alert generation rules based on the training data.
18. A non-transitory computer-readable storage medium storing instructions that, when executed by at least one processor, cause the at least one processor to perform a method for video monitoring, the method comprising:
receiving video data from one of a plurality of monitoring devices;
analyzing the video data and, based on a set of rules, selectively generating an alert indicating a motion event;
transmitting the alert to a corresponding user device of a first user if an alert is generated;
receiving, from the user device, a signal indicating an action of the first user in response to the alert;
receiving, from user devices of a plurality of users other than the first user, at least one signal indicating an action of the plurality of users in response to the alert, the plurality of users belonging to a community within a designated geographic area where the first user is situated;
identifying, based on the received signals indicating actions of the first user and the plurality of users in response to the alert, a feedback pattern in response to the alert; and
updating, based on the identified feedback pattern, alert generation rules associated with the first user.