Image analysis apparatus and monitoring system
An image analysis apparatus includes a person information acquisition unit configured to analyze a captured image of a monitored space imaged by a camera so as to acquire information of a person imaged in the captured image, and a hidden state detection unit configured to detect occurrence of a hidden state in which a plurality of the persons are imaged to overlap in the captured image.
1. An image analysis apparatus comprising:
a camera configured to capture an image of a monitored space;
a memory storing instructions; and
at least one processor configured to execute the instruction to implement:
a person information acquisition unit configured to analyze the captured image of a monitored space imaged by the camera so as to acquire information of a person imaged in the captured image;
a hidden state detection unit configured to detect occurrence of a hidden state in which a plurality of the persons are imaged to overlap in the captured image;
a skeleton point detection unit configured to detect a skeleton point of the person included in the captured image;
an abnormality detection unit configured to detect an abnormality occurring in the monitored space based on information of the person acquired by detecting the skeleton point; and
a determination output unit configured to, when the occurrence of the hidden state is detected, transmit to an administrator a detection output of the hidden state, the captured image, and a detection state of the skeleton point in the captured image in which the occurrence of the hidden state is detected.
2. The image analysis apparatus according to claim 1 , further comprising:
a movement prediction unit configured to perform movement prediction for each of the persons imaged in the captured image; and
an overlap ratio calculation unit configured to calculate an overlap ratio for an imaged area of each of the persons, the imaged area being estimated, based on the movement prediction, to be imaged to overlap, wherein
the hidden state detection unit is configured to perform detection and determination of the hidden state based on a comparison between the overlap ratio and an overlap determination value.
3. The image analysis apparatus according to claim 1 , further comprising:
a number-of-entering-and-exiting-persons measurement unit configured to measure the number of entering and exiting persons entering and exiting the monitored space, wherein
the hidden state detection unit is configured to perform detection and determination of the hidden state based on a difference between the total number of persons in the monitored space specified by measuring the number of entering and exiting persons and the detected number of persons imaged in the captured image.
4. The image analysis apparatus according to claim 1 , wherein
the hidden state detection unit is configured to, when the person imaged in the captured image is detected at a hiding position in proximity to the camera, regard that the hidden state occurs.
5. The image analysis apparatus according to claim 4 , further comprising:
an image ratio calculation unit configured to calculate, as an image ratio, a proportion of an imaged area of the person to an entire captured image; and
a camera proximity position determination unit configured to, when the person having the image ratio equal to or greater than a predetermined proximity determination value is detected, determine that the person is imaged in the captured image at the hiding position.
6. The image analysis apparatus according to claim 1 , wherein
the monitored space is a vehicle interior of a vehicle, and the person is an occupant in the vehicle.
7. A monitoring system, comprising the image analysis apparatus according to claim 1 .