Object detection system, information processing apparatus, and information processing method
There is provided an information processing apparatus according to the present disclosure includes a recognition processing portion that performs recognition processing of a recognition target based on a captured image of a surrounding environment of a mobile body, and an output control portion that causes, when the recognition target is not recognized, an output apparatus to output non-recognition notification information indicating that the recognition target is not recognized.
1. An information processing apparatus, comprising:
a recognition processing portion configured to:
perform a recognition processing operation of a recognition target, based on a captured image of a surrounding environment of a mobile body; and
perform object detection based on the captured image; and
an output control portion configured to:
cause an output apparatus to output non-recognition notification information, based on one of:
an object of the recognition target is not detected, or
the object of an unknown type is detected by the recognition processing portion; and
modify a first parameter of the non-recognition notification information based on a value of a recognition score of the object.
2. The information processing apparatus according to claim 1 , wherein
the object of the unknown type is an object of which a recognition score is lower than a threshold.
3. The information processing apparatus according to claim 1 , wherein
the recognition processing portion is further configured to identify a state of the recognition target represented by the object, and
the output control portion is further configured to cause the output apparatus to output the non-recognition notification information using a medium, wherein the medium is used based on a state of the recognition target.
4. The information processing apparatus according to claim 3 , wherein
the medium includes at least one of light, sound, vibration, air, or radio waves.
5. The information processing apparatus according to claim 1 , wherein
the recognition processing portion is further configured to identify a state of the recognition target represented by the object, and
the output control portion is further configured to modify a second parameter of the non-recognition notification information based on the state of the recognition target.
6. The information processing apparatus according to claim 5 , wherein
the state of the recognition target includes at least one of a movement speed of the recognition target, a movement direction of the recognition target, or a distance from the mobile body.
7. The information processing apparatus according to claim 1 , wherein
the recognition processing portion is further configured to calculate a degree of risk of the recognition target represented by the object, and
the output control portion is further configured to modify a third parameter of the non-recognition notification information based on the degree of risk.
8. The information processing apparatus according to claim 1 , wherein
the output control portion is further configured to cause, when the recognition target is recognized, the output apparatus to output recognition notification information indicating that the recognition target is recognized.
9. The information processing apparatus according to claim 8 , wherein
the output control portion is further configured to cause the output apparatus to output the recognition notification information when the object of the recognition target is detected.
10. The information processing apparatus according to claim 8 , wherein
the recognition processing portion is further configured to identify one of a state or an attribute of the recognition target, and
the output control portion is further configured to cause the output apparatus to output the recognition notification information using a medium, wherein the medium is used based on one of the state or the attribute of the recognition target.
11. The information processing apparatus according to claim 9 , wherein
the output control portion is further configured to modify a fourth parameter of the non-recognition notification information based on a recognition score of the object of the recognition target.
12. The information processing apparatus according to claim 8 , wherein
the recognition processing portion is further configured to identify one of a state or an attribute of the recognition target, and
the output control portion is further configured to modify a fifth parameter of the recognition notification information based on one of the state or the attribute of the recognition target.
13. The information processing apparatus according to claim 10 , wherein
the state of the recognition target is a state related to at least one of a sense of vision, a sense of hearing, a sense of touch, a sense of smell, or a sense of taste of the recognition target.
14. The information processing apparatus according to claim 8 , wherein
the recognition processing portion is further configured to calculate a degree of risk of the recognition target, and
the output control portion is further configured to modify a sixth parameter of the recognition notification information based on the degree of risk.
15. The information processing apparatus according to claim 1 , wherein
the recognition processing portion is further configured to perform, based on the captured image, the recognition processing operation with respect to a recognition target view angle that is a part of an angle of view of the captured image, and
when the recognition target is not recognized, the output control portion is further configured to cause the output apparatus to output the non-recognition notification information in a direction corresponding to the part of the angle of view of the captured image.
16. An information processing method, comprising:
performing recognition processing of a recognition target, based on a captured image of a surrounding environment of a mobile body;
performing object detection based on the captured image;
causing an output apparatus to output non-recognition notification information, based on one of:
an object of the recognition target is not detected, or
the object of an unknown type is detected by the object detection; and
modifying a parameter of the non-recognition notification information based on a value of a recognition score of the object.
17. A non-transitory computer-readable medium having stored thereon computer-executable instructions, that when executed by a processor of an information processing apparatus, cause the processor to execute operations, the operations, comprising:
performing recognition processing of a recognition target, based on a captured image of a surrounding environment of a mobile body;
performing object detection based on the captured image;
causing an output apparatus to output non-recognition notification information, based on one of:
an object of the recognition target is not detected, and
the object of an unknown type is detected by the object detection; and
modifying a parameter of the non-recognition notification information based on a value of a recognition score of the object.
18. An information processing apparatus, comprising:
a recognition processing portion configured to:
perform a recognition processing operation of a recognition target, based on a captured image of a surrounding environment of a mobile body;
perform, based on the captured image, the recognition processing operation with respect to a recognition target view angle that is a part of an angle of view of the captured image; and
an output control portion configured to:
cause, when the recognition target is not recognized, an output apparatus to output non-recognition notification information, wherein
the non-recognition notification information indicates that the recognition target is not recognized, and
the non-recognition notification information is output in a direction corresponding to the part of the angle of view of the captured image.