Sensor fusion for monitoring an object-of-interest in a region
Methods, systems, and techniques for monitoring an object-of-interest within a region involve receiving at least data from two sources monitoring a region and correlating that data to determine that an object-of-interest depicted or represented in data from one of the sources is the same object-of-interest depicted or represented in data from the other source. Metadata identifying that the object-of-interest from the two sources is the same object-of-interest is then stored for later use in, for example, object tracking.
1. A system comprising:
an image capture device configured to source image data that includes thermal data and that depicts a person within a region;
a non-image sensor configured to source non-image data representing the person within the region;
at least one processor communicatively coupled to the image capture device and the non-image sensor; and
at least one computer readable medium communicatively coupled to the at least one processor and having stored thereon computer program code that is executable by the at least one processor, wherein the computer program code, when executed by the at least one processor, causes the at least one processor to perform a method comprising:
determining that the person depicted in the image data is the person represented in the non-image data;
determining biometric metadata associated with the person, the determining the biometric metadata including determining a temperature of the person;
determining that the temperature is outside a temperature range; and
in response to the determining that the temperature is outside the temperature range, triggering a temperature alarm.
2. The system as claimed in claim 1 wherein the image capture device is a camera that includes a hub for the non-image sensor.
3. The system as claimed in claim 2 wherein the hub is configured to transmit power to the non-image sensor.
4. The system as claimed in claim 1 wherein the non-image data is data contained in radiofrequency radiation.
5. The system as claimed in claim 4 wherein the radiofrequency radiation includes Bluetooth™ signals.
6. The system as claimed in claim 1 wherein at least one computer readable medium is configured to store image metadata, corresponding to the person depicted in the image data, and non-image metadata, corresponding to the person represented in the non-image data, together as fused metadata.
7. A method comprising:
receiving image data that includes thermal data and that depicts a person within a region;
receiving non-image data representing the person within the region;
determining that the person depicted in the image data is the person represented in the non-image data;
determining biometric metadata associated with the person, the determining the biometric metadata including determining a temperature of the person;
determining that the temperature is outside a temperature range; and
in response to the determining that the temperature is outside the temperature range, triggering a temperature alarm.
8. The method as claimed in claim 7 further comprising storing image metadata, corresponding to the person depicted in the image data, and non-image metadata, corresponding to the person represented in the non-image data, together as fused metadata.
9. The method as claimed in claim 7 wherein the region is an outdoor region.
10. The method as claimed in claim 7 wherein the image data is first image data and corresponds to thermal images captured using a thermal camera monitoring the region.
11. The method as claimed in claim 10 further comprising:
capturing visible images using a Red-Green-Blue (RGB) camera monitoring the region; and
correlating the thermal images and visible light images.
12. The method as claimed in claim 11 wherein the correlating is carried out by a convolutional neural network.
13. The method as claimed in claim 7 wherein the non-image data is data contained in radiofrequency radiation.
14. The method as claimed in claim 13 wherein the radiofrequency radiation includes Bluetooth™ signals.