Monitoring device and monitoring system
Provided is a monitoring system configured such that, even when there is a deviation of a shooting region of a camera, if the deviation is within an acceptable level, an accurate vehicle detection using a recognition model can be performed without readjusting parameters or re-training the model. Based on an image of a no-entry zone and a platform zone, a processor performs a first operation for detecting a person in the no-entry zone and a second operation for detecting a vehicle in the no-entry zone; and based on detection results, determines whether an alert needs to be issued. When there is a deviation of the shooting region of a camera, the processor performs a conversion operation for converting an image of a current shooting region to an image that would be captured by the camera with an original shooting region and uses the converted image for the two detection operations.
1. A monitoring device comprising a processor,
wherein the processor is configured to:
acquire a camera image, an image shot by a camera, of a no-entry zone, in which vehicles can travel, and a platform zone, in which passengers can board and exit vehicles;
detect an intrusion of a person into the no-entry zone based on the camera image; and
instruct the monitoring device to issue an alert of the person's intrusion,
wherein the processor is further configured to:
perform a first operation for detecting a person intruding from the platform zone into the no-entry zone based on the camera image;
perform a second operation for determining whether or not a vehicle is present in the no-entry zone based on the camera image; and
determine whether an alert needs to be issued or not based on a detection result of the first operation and a determination result of the second operation,
wherein a region which the camera can shoot is determined as a shooting region of the camera, and
wherein, when a deviation of the shooting region occurs such that a current shooting region deviates from an original shooting region, the processor performs an image conversion operation for converting a current camera image of the current shooting region to a converted camera image, which is an image that would be captured by the camera with the original shooting region, and uses the converted camera image as a basis for the first and second operations.
2. The monitoring device as claimed in claim 1 , wherein at least three reference points are determined such that the current camera image and the converted camera image include the corresponding reference points, and
wherein the processor performs the image conversion operation using the reference points as reference for conversion.
3. The monitoring device as claimed in claim 1 , wherein, when performing the second operation, the processor determines whether the vehicle is present in the no-entry zone using an image recognition model, wherein the image recognition model has been trained in advance with camera images in which a vehicle is present and camera images in which a vehicle is not present.
4. The monitoring device as claimed in claim 1 , wherein the processor determines whether or not the deviation between the current shooting region and the original shooting region is within a predetermined acceptable level;
wherein, when the deviation is within the acceptable level, the processor performs the image conversion operation and continues to perform the first operation, whereas, when the deviation exceeds the acceptable level, the processor alerts staff that the first operation cannot be continued.
5. A monitoring system comprising:
the monitoring device as claimed in claim 1 ;
a camera for capturing an image of the no-entry zone and the platform zone; and
an alerting device for performing a predetermined alert operation in response to instructions from the monitoring device.