Queue analysis apparatus, control method, and non-transitory computer-readable medium
A queue analysis apparatus ( 2000 ) estimates a position and an orientation of each object ( 20 ) included in a target image ( 10 ). The target image ( 10 ) is generated by a camera ( 50 ) that captures the object ( 20 ). The queue analysis apparatus ( 2000 ) generates a queue line ( 40 ) that expresses, by a linear shape, a queue included in a queue region ( 30 ) being a region representing a queue in the target image ( 10 ), based on a position and an orientation being estimated for each object ( 20 ) included in the queue region ( 30 ).
1. A queue analysis apparatus, comprising:
at least one memory configured to store instructions; and
at least one processor configured to execute the instructions to perform operations comprising:
estimating a position and an orientation of an object included in a target image;
generating, for a queue region being a region including a queue of an object in the target image, a queue line representing a queue included in the queue region by a line, based on the position and the orientation being estimated for the object included in the queue region; and
generating output information including a result image in which the queue line is included, wherein
the result image is acquired by superimposing the queue line on any one of the target image, a background image in which a same range as that of the target image is included, and a map image in which a same range as that of the target image is included, and
the operations further comprise:
estimating a time change in a queue line, based on the queue line generated from the target image and a queue line generated in the past for a queue represented by the queue line;
generating a future queue line for the queue, based on the estimated time change in the queue line; and
including the generated future queue line in the result image.
2. The queue analysis apparatus according to claim 1 , wherein the operations comprise:
performing, on a direction vector representing a position and an orientation of each object constituting the queue, ordering based on an adjacent relationship between direction vectors; and
generating the queue line, based on the direction vector of the each object constituting the queue and an order of the direction vector.
3. The queue analysis apparatus according to claim 2 , wherein the operations comprise:
generating, for each direction vector, a line connecting an end point of the direction vector and a starting point of another direction vector located right in front of the direction vector; and
generating the queue line by the generated each line and the each direction vector.
4. The queue analysis apparatus according to claim 2 , wherein the operations comprise
generating the queue line by performing linear approximation or non-linear interpolation on the ordered direction vector.
5. The queue analysis apparatus according to claim 1 , wherein the operations comprise:
estimating, for a queue represented by the queue line, any one or more of a front and an end of the queue, based on a position and an orientation of an object in a queue region in which the queue is included; and
including, in the result image, a display representing any one or more of the estimated front and the estimated end.
6. The queue analysis apparatus according to claim 1 , wherein the operations comprise:
computing a distance along the queue line between a front of the queue line and another position on the queue line;
computing a waiting time of the queue in the another position, based on the computed distance; and
including the computed waiting time in the output information.
7. The queue analysis apparatus according to claim 1 , wherein the operations comprise
including, in the result image, a queue line generated in the past for a queue represented by the queue line generated from the target image.
8. A control method executed by a computer, the control method comprising:
estimating a position and an orientation of an object included in a target image;
generating, for a queue region being a region including a queue of an object in the target image, a queue line representing a queue included in the queue region by a line, based on the position and the orientation being estimated for the object included in the queue region; and
generating output information including a result image in which the queue line is included, wherein
the result image is acquired by superimposing the queue line on any one of the target image, a background image in which a same range as that of the target image is included, and a map image in which a same range as that of the target image is included, and
the control method further comprises:
estimating a time change in a queue line, based on the queue line generated from the target image and a queue line generated in the past for a queue represented by the queue line,
generating a future queue line for the queue, based on the estimated time change in the queue line; and
including the generated future queue line in the result image.
9. The control method according to claim 8 , further comprising,
performing, on a direction vector representing a position and an orientation of each object constituting the queue, ordering based on an adjacent relationship between direction vectors, and generating the queue line, based on the direction vector of the each object constituting the queue and an order of the direction vector.
10. The control method according to claim 9 , further comprising,
generating the queue line by performing linear approximation or non-linear interpolation on the ordered direction vector.
11. The control method according to claim 8 , further comprising,
estimating, for a queue represented by the queue line, any one or more of a front and an end of the queue, based on a position and an orientation of an object in a queue region in which the queue is included, and including, in the result image, a display representing any one or more of the estimated front and the estimated end.
12. The control method according to claim 8 , further comprising,
computing a distance along the queue line between a front of the queue line and another position on the queue line, computing a waiting time of the queue in the another position, based on the computed distance, and including the computed waiting time in the output information.
13. The control method according to claim 8 , further comprising,
including, in the result image, a queue line generated in the past for a queue represented by the queue line generated from the target image.
14. A non-transitory computer-readable medium storing a program causing a computer to execute a control method, the control method comprising:
estimating a position and an orientation of an object included in a target image;
generating, for a queue region being a region including a queue of an object in the target image, a queue line representing a queue included in the queue region by a line, based on the position and the orientation being estimated for the object included in the queue region; and
generating output information including a result image in which the queue line is included, wherein
the result image is acquired by superimposing the queue line on any one of the target image, a background image in which a same range as that of the target image is included, and a map image in which a same range as that of the target image is included, and
the operations further comprise:
estimating a time change in a queue line, based on the queue line generated from the target image and a queue line generated in the past for a queue represented by the queue line;
generating a future queue line for the queue, based on the estimated time change in the queue line; and
including the generated future queue line in the result image.