Information processing apparatus, control method, and program
An information processing apparatus ( 2000 ) includes a first analyzing unit ( 2020 ), a second analyzing unit ( 2040 ), and an estimating unit ( 2060 ). The first analyzing unit ( 2020 ) calculates a flow of a crowd in a capturing range of a fixed camera ( 10 ) using a first surveillance image ( 12 ). The second analyzing unit ( 2040 ) calculates a distribution of an attribute of objects in a capturing range of a moving camera ( 20 ) using a second surveillance image ( 22 ). The estimating unit ( 2060 ) estimates an attribute distribution for a range that is not included in the capturing range of the moving camera ( 20 ).
1. An information processing system comprising:
at least one memory storing instructions; and
at least one processor coupled to the at least one memory, the at least one processor being configured to execute the instructions to:
calculate a flow of objects in a capturing range of a fixed camera using a surveillance image, the surveillance image being generated by the fixed camera;
calculate a distribution of attributes of objects in an analysis range by analyzing voices that are recorded with an microphone near the analysis range;
perform, with respect to at least one attribute included in the attributes, estimation of a number or a ratio of objects which belong to the at least one attribute and which are present in an estimation range including a range not included in the analysis range after the surveillance image is generated, based on the calculated distribution of the attributes and the calculated flow; and
output a result of the estimation.
2. The information processing system according to claim 1 , wherein the at least one processor is further configured to
calculate the distribution of the attributes of the objects by analyzing voices uttered by the objects in the analysis range using dictionary data including keywords associated with respective attributes.
3. The information processing system according to claim 1 , wherein
the attributes are distinguished by used language; and
the at least one processor is further configured to
calculate the distribution of the attributes of the objects by analyzing used language in the voices.
4. The information processing system according to claim 1 , wherein
the analyzing comprises calculating a number of speakers in the voices using a speaker identification technique.
5. An information processing method comprising:
calculating a flow of objects in a capturing range of a fixed camera using a surveillance image, the surveillance image being generated by the fixed camera;
calculating a distribution of attributes of objects in an analysis range by analyzing voices that are recorded with an microphone near the analysis range;
performing, with respect to at least one attribute included in the attributes, estimation of a number or a ratio of objects which belong to the at least one attribute and which are present in an estimation range including a range not included in the analysis range after the surveillance image is generated, based on the calculated distribution of the attributes and the calculated flow; and
outputting a result of the estimation.
6. The information processing method according to claim 5 , further comprising:
calculating the distribution of the attributes of the objects by analyzing voices uttered by the objects in the analysis range using dictionary data including keywords associated with respective attributes.
7. The information processing method according to claim 5 , wherein
the attributes are distinguished by used language; and
the information processing method further comprises
calculating the distribution of the attributes of the objects by analyzing used language in the voices.
8. The information processing method according to claim 5 , wherein
the analyzing comprises calculating a number of speakers in the voices using a speaker identification technique.
9. A non-transitory computer-readable storage medium storing a program that causes a computer to execute:
calculating a flow of objects in a capturing range of a fixed camera using a surveillance image, the surveillance image being generated by the fixed camera;
calculating a distribution of attributes of objects in an analysis range by analyzing voices that are recorded with an microphone near the analysis range;
performing, with respect to at least one attribute included in the attributes, estimation of a number or a ratio of objects which belong to the at least one attribute and which are present in an estimation range including a range not included in the analysis range after the surveillance image is generated, based on the calculated distribution of the attributes and the calculated flow; and
outputting a result of the estimation.
10. The storage medium according to claim 9 , wherein the program further causes the computer to execute
calculating the distribution of the attributes of the objects by analyzing voices uttered by the objects in the analysis range using dictionary data including keywords associated with respective attributes.
11. The storage medium according to claim 9 , wherein
the attributes are distinguished by used language; and
the program further causes the computer to execute:
calculating the distribution of the attributes of the objects by analyzing used language in the voices.
12. The storage medium according to claim 9 , wherein
the analyzing comprises calculating a number of speakers in the voices using a speaker identification technique.