This application is based on and claims the benefit of priority from earlier Japanese Patent Application No. 2016-079114, filed Apr. 11, 2016, the description of which is incorporated herein by reference.
The present disclosure relates to an object detection apparatus and an object detection program for detecting an object in a detection area.
Conventionally, an object detection apparatus that detects a moving object in a detection area based on reflected light of laser light is known (for example, refer to JP-A-2007-108129). In the object detection apparatus, the laser light is irradiated from a laser light irradiating unit at each of a plurality of irradiation angles. A method for detecting a moving object will be described hereafter, with reference to
First, as shown in
Subsequently, as shown in
Subsequently, when the vehicle C is parked in the detection area, the object detection apparatus determines that the vehicle C is also a stationary object. Here, when a moving object enters the detection area and stops, and the number of stationary objects in the detection area increases, the stationary object distance of the newly added stationary object is required to be stored in the storage unit, rather than the stationary object distance stored in the storage unit being updated to the stationary object distance of the newly added stationary object, for the angle number at which the added stationary object is detected. In addition, the current measured distance and all stationary object distances stored in the storage unit are required to be compared, for all angle numbers. A reason for this is to prevent erroneous detection of a moving object in the detection area. An aspect in which an erroneous detection occurs will be described below.
As a result, regardless of the wall WL corresponding to the angle numbers 3 and 4 present beyond the vehicle C being a stationary object, the wall WL is erroneously detected as being a moving object. To prevent such erroneous detections, the stationary object distance of the newly added stationary object is required to be stored in the storage unit while keeping the stationary object distances acquired up to this point. In addition, the current measured distance and all stationary object distances stored in the storage unit are required to be compared, for each of the angle numbers 1 to 10.
However, in the configuration in which the stationary object distance of the newly added stationary object is stored in the storage unit while keeping the stationary object distances acquired up to this point, as the number of stationary objects present in the detection area increases, the number of stationary object distances to be compared with the current measured distance increases. As a result, the calculation load placed on the object detection apparatus may increase.
The above-described issue is not limited to the object detection apparatus that detect an object in a detection area based on reflected light of laser light, but may also similarly occur in an object detection apparatus that perform detection based on reflected waves of other electromagnetic waves.
It is thus desired to provide an object detection apparatus that is capable of reducing calculation load.
A first exemplary embodiment provides an object detection apparatus that detects an object in a detection area based on reflected waves of electromagnetic waves irradiated from an irradiating unit. The object detection apparatus includes: a distance measuring unit that measures a distance to a detected object at each of a plurality of irradiation angles, based on the reflected waves of the electromagnetic waves irradiated from the irradiating unit at each irradiation angle; a storage unit that is capable of storing the distances measured by the distance measuring unit in association with the irradiation angles; a stationary-state determining unit that determines whether or not the distance measured by the distance measuring unit remains unchanged for a prescribed period of time, for each of the plurality of irradiation angles; a storing processing unit that stores, in the storage unit, the distance determined to have remained unchanged by the stationary-state determining unit as a stationary object distance in association with the irradiation angle; and a comparison determining unit that compares a current distance measured by the distance measuring unit and the stationary object distances stored in the storage unit for each of the plurality of irradiation angles, and determines whether or not a stationary object distance matching the current distance is present among the stationary object distances stored in the storage unit. In the configuration, the comparison determining unit initially compares the shortest stationary object distance among the stationary object distances stored in the storage unit with the current distance, for each of the plurality of irradiation angles, and upon determining that a stationary object distance matching the current distance is present, stops the comparison between the current distance and the stationary object distances that have not yet been compared with the current measured distance among the stationary object distances stored in the storage unit.
In the above-described configuration, the storing processing unit stores, in the storage unit, the distance determined to have remained unchanged by the stationary-state determining unit as the stationary object distance in association with the irradiation angle. Then, the comparison determining unit compares the current distance measured by the distance measuring unit and the stationary object distances stored in the storage unit, for each of the plurality of irradiation angles, and determines whether or not a stationary object distance matching the current distance is present among the stationary object distances stored in the storage unit.
Here, the electromagnetic waves irradiated from the above-described irradiating unit have a property such that the electromagnetic waves are unable to pass through objects. Therefore, for each irradiation angle, the distance measured by the distance measuring unit is the distance to an object present closest to the irradiating unit in the detection area. Consequently, for each irradiation angle, the distance measured by the distance measuring unit is the distance to the object present closest to the irradiating unit, as long as the position of the object present closest to the irradiating unit does not change.
In light of the foregoing, the comparison determining unit of the above-described exemplary embodiment initially compares the shortest stationary object distance among the stationary object distances stored in the storage unit to the current distance, for each of the plurality of irradiation angles. Then, upon determining that a stationary object distance matching the current distance is present, the comparison determining unit stops the comparison between the current distance and the stationary object distances stored in the storage unit that have not yet been compared with the current distance. Therefore, compared with a configuration in which the current measured distance is compared with all stationary object distances for each irradiation angle, even should the number of stationary objects in the detection area increase, the number of times that the current measured distance and the stationary object distance are compared can be reduced. Consequently, calculation load of the object detection apparatus can be reduced.
In the above-described configuration, the comparison determining unit may compare the current distance with the stationary object distances stored in the storage unit in order from the shortest stationary object distance, for each of the plurality of irradiation angles.
According to the above-described configuration, the comparison to the current distance by the comparison determining unit can be omitted for an object that is present beyond the object corresponding to the stationary object distance determined to match the current distance among the stationary object distances stored in the storage unit. Therefore, in cases in which the number of stationary objects present in a row in a direction from the irradiating unit towards the irradiation angle direction increases, increase in the number of comparison operations performed by the comparison determining unit can be suppressed. Consequently, increase in the calculation load of the object detection apparatus can be suppressed.
In the above-described configuration, the object detection apparatus may further include a deletion processing unit that deletes, from the storage unit, a stationary object distance that is shorter than the distance determined to have remained unchanged for a prescribed period of time by the stationary-state determining unit, among the stationary object distances stored in the storage unit that are associated with the irradiation angle corresponding to the distance.
The electromagnetic waves irradiated from the irradiating unit have a property such that the electromagnetic waves are unable to pass through objects. Therefore, the distance determined to have remained unchanged for a prescribed period of time by the stationary-state determining unit being longer than the shortest stationary object distance among the stationary object distances stored in the storage unit that are associated with the irradiation angle corresponding to the distance means that the object detected at the stationary object distance shorter than the distance determined to have remained unchanged for a prescribed period of time, among the stationary object distances stored in the storage unit, is no longer present.
In light of the foregoing, the above-described deletion processing unit deletes, from the storage unit, the stationary object distance that is shorter than the distance determined to have remained unchanged for a prescribed period of time by the stationary-state determining unit, among the stationary object distances stored in the storage unit that are associated with the irradiation angle corresponding to the distance. Therefore, when the number of stationary objects present in the detection area decreases after increasing, the number of stationary object distances to be compared with the current measured distance by the comparison determining unit can be reduced based on the number of stationary objects that has decreased. Consequently, the calculation load of the object detection apparatus can be reduced.
In the above-described configuration, the object detection apparatus may further include a deletion processing unit that deletes, from the storage unit, previously-stored stationary object distances that are shorter than the current distance measured by the distance measuring unit, for each irradiation angle.
The electromagnetic waves irradiated from the irradiating unit have a property such that the electromagnetic waves are unable to pass through objects. Therefore, the current distance measured by the distance measuring unit being longer than the shortest stationary object distance among the stationary object distances stored in the storage unit that are associated with the irradiation angle corresponding to the current distance means that the object detected at the stationary object distance shorter than the current distance, among the stationary object distances stored in the storage unit, is no longer present.
In light of the foregoing, the above-described deletion processing unit deletes, from the storage unit, the stationary object distance shorter than the current distance measured by the distance measuring unit, among the stationary object distances stored in the storage unit that are associated with the irradiation angle corresponding to the current distance. Therefore, after the stationary object distance is deleted from the storage unit, the number of stationary object distances to be compared with the distance measured by the distance measuring unit can be reduced based on the number of stationary objects that has decreased. Consequently, the calculation load of the object detection apparatus can be reduced.
A second exemplary embodiment provides an object detection apparatus that detects an object in a detection area based on reflected waves of electromagnetic waves irradiated from an irradiating unit. The object detection apparatus includes: a distance measuring unit that measures a distance to a detected object at each of a plurality of irradiation angles, based on the reflected waves of the electromagnetic waves irradiated from the irradiating unit at each irradiation angle; a storage unit that is capable of storing the distances measured by the distance measuring unit in association with the irradiation angles; a stationary-state determining unit that determines whether or not the distance measured by the distance measuring unit remains unchanged for a prescribed period of time, for each of the plurality of irradiation angles; a storing processing unit that stores, in the storage unit, the distance determined to have remained unchanged by the stationary-state determining unit as a stationary object distance in association with the irradiation angle; a comparison determining unit that compares a current distance measured by the distance measuring unit and the stationary object distances stored in the storage unit for each of the plurality of irradiation angles, and determines whether or not a stationary object distance matching the current distance is present among the stationary object distances stored in the storage unit; and a deletion processing unit that deletes, from the storage unit, the stationary object distance that is shorter than the distance determined to have remained unchanged for a prescribed period of time by the stationary-state determining unit, among the stationary object distances stored in the storage unit that are associated with the irradiation angle corresponding to the distance.
In the above-described configuration, the storing processing unit stores, in the storage unit, the distance determined to have remained unchanged by the stationary-state determining unit as a stationary object distance in association with the irradiation angle. Then, the comparison determining unit compares the current distance measured by the distance measuring unit and the stationary object distances stored in the storage unit, for each of the plurality of irradiation angles, and determines whether or not a stationary object distance matching the current distance is present among the stationary object distances stored in the storage unit.
Here, the electromagnetic waves irradiated from the irradiating unit have a property such that the electromagnetic waves are unable to pass through objects. Therefore, the distance determined to have remained unchanged for a prescribed period of time by the stationary-state determining unit being longer than the shortest stationary object distance among the stationary object distances stored in the storage unit that are associated with the irradiation angle corresponding to the distance means that the object detected at the stationary object distance shorter than the distance determined to have remained unchanged for a prescribed period of time, among the stationary object distances stored in the storage unit, is no longer present.
In light of the foregoing, the above-described deletion processing unit deletes, from the storage unit, the stationary object distance that is shorter than the distance determined to have remained unchanged for a prescribed period of time by the stationary-state determining unit, among the stationary object distances stored in the storage unit that are associated with the irradiation angle corresponding to the distance. Therefore, when the number of stationary objects present in the detection area decreases after increasing, the number of stationary object distances to be compared with the current measured distance by the comparison determining unit can be reduced based on the number of stationary objects that has decreased. Consequently, the calculation load of the object detection apparatus can be reduced.
A third exemplary embodiment provides an object detection apparatus that detects an object in a detection area based on reflected waves of electromagnetic waves irradiated from an irradiating unit. The object detection apparatus includes: a distance measuring unit that measures a distance to a detected object at each of a plurality of irradiation angles, based on the reflected waves of the electromagnetic waves irradiated from the irradiating unit at each irradiation angle; a storage unit that is capable of storing the distances measured by the distance measuring unit in association with the irradiation angles; a stationary-state determining unit that determines whether or not the distance measured by the distance measuring unit remains unchanged for a prescribed period of time, for each of the plurality of irradiation angles; a storing processing unit that stores, in the storage unit, the distance determined to have remained unchanged by the stationary-state determining unit as a stationary object distance in association with the irradiation angle; a comparison determining unit that compares a current distance measured by the distance measuring unit and the stationary object distances stored in the storage unit for each of the plurality of irradiation angles, and determines whether or not a stationary object distance matching the current distance is present among the stationary object distances stored in the storage unit; and a deletion processing unit that deletes, from the storage unit, the stationary object distance that is shorter than the current distance measured by the distance measuring unit, among the stationary object distances stored in the storage unit that are associated with the irradiation angle corresponding to the current distance.
In the above-described configuration, the storing processing unit stores, in the storage unit, the distance determined to have remained unchanged by the stationary-state determining unit as a stationary object distance in association with the irradiation angle. Then, the comparison determining unit compares the current distance measured by the distance measuring unit and the stationary object distances stored in the storage unit, for each of the plurality of irradiation angles, and determines whether or not a stationary object distance matching the current distance is present among the stationary object distances stored in the storage unit.
Here, the electromagnetic waves irradiated from the irradiating unit have a property such that the electromagnetic waves are unable to pass through objects. Therefore, the current distance measured by the distance measuring unit being longer than the shortest stationary object distance among the stationary object distances stored in the storage unit that are associated with the irradiation angle corresponding to the current distance means that the object detected at the stationary object distance shorter than the current distance, among the stationary object distances stored in the storage unit, is no longer present.
In light of the foregoing, the above-described deletion processing unit deletes, from the storage unit, the stationary object distance that is shorter than the current distance measured by the distance measuring unit, among the stationary object distances stored in the storage unit that are associated with the irradiation angle corresponding to the current distance. Therefore, after the stationary object distance is deleted from the storage unit, the number of stationary object distances to be compared with the distance measured by the distance measuring unit can be reduced based on the number of stationary objects that has decreased. Consequently, the calculation load of the object detection apparatus can be reduced.
In the accompanying drawings:
An embodiment in which an object detection apparatus of the present disclosure is applied to a laser sensor apparatus will hereinafter be described with reference to the drawings. For example, the laser sensor apparatus is used for security purposes to monitor suspicious individuals, vehicles, and the like entering a detection area.
As shown in
The scanning unit 40 includes a laser light irradiating unit 40a, a mirror 40b, and a motor 40c. The laser light irradiating unit 40a irradiates laser light. The mirror 40b reflects the laser light irradiated from the laser light irradiating unit 40a towards a detection area. The motor 40c rotatably drives the mirror 40b. Each time the motor 40c rotates the mirror 40b by a predetermined angle, the laser light irradiated from the laser light irradiating unit 40a is irradiated towards the detection area. As a result, the laser light is irradiated at each of a plurality of irradiation angles over a predetermined irradiation angle range (such as a range of several tens of degrees up to a range of 360 degrees). Specifically, the laser light is irradiated at each of the plurality of irradiation angles on a horizontal plane at a predetermined height position from the ground surface. The angle interval between the irradiation angles is set to an arbitrary value ranging, for example, from 0.1 degrees to 1 degree. The angle intervals may be set to the same value or to differing values.
The mirror 40b receives light reflected by an object present in the detection area. The received reflected light is inputted to a laser light receiving unit 40d of the scanning unit 40. The configuration of the scanning unit 40 may be other than the foregoing. For example, the scanning unit 40 may be configured such the mirror 40b is not used and the laser light irradiating unit 40a itself is driven.
The output unit 50 outputs detection result information on a moving object in the detection area in a manner enabling notification to an observer.
Next, the moving object detection process performed by the control unit 20 will be described with reference to
In the series of processes, first, at step S10, the control unit 20 acquires reflected light data of the laser light irradiated from the laser light irradiating unit 40a at each of the plurality of irradiation angles. The control unit 20 then performs a distance measurement process to measure the distance to a detected object at each irradiation angle, based on the acquired reflected light data. According to the present embodiment, as shown in
The distance measurement process will be described in detail. The laser light irradiating unit 40a irradiates the laser light, while the mirror 40b is driven to rotate by a predetermined angle, from the irradiation angle corresponding to the angle number 1 to the irradiation angle corresponding to the angle number 10. The laser light receiving unit 40d receives the reflected light. The control unit 20 then measures the distance to the detected object for each of the angle numbers 1 to 10, based on a period of time required from irradiation of the laser light to reception of the reflected light. The storage unit 30 temporarily stores the measured distance therein in association with the irradiation angle, for the process at step S11. According to the present embodiment, the process at step S10 corresponds to a distance measuring unit and a distance measurement process.
At subsequent step S11, the control unit 20 determines whether or not the distance measured in the distance measurement process has remained unchanged for a prescribed period of time, for each of the angle numbers 1 to 10. Specifically, for example, the control unit 20 determines whether or not the measured distance has remained unchanged over a plurality of processing cycles. Here, for example, the prescribed period of time is set to a period of time over which a pedestrian can be recognized as a moving object (such as two seconds). According to the present embodiment, the process at step S11 corresponds to a stationary-state determining unit and a stationary-state determination process.
When determined that a measured distance that has remained unchanged for a prescribed period of time is present, the control unit 20 proceeds to step S12. At step S12, the control unit 20 determines whether or not the measured distance determined to have remained unchanged for a prescribed period of time at step S11 is shorter than the shortest stationary object distance among the stationary object distances stored in the storage unit 30 that are associated with the angle number corresponding to the measured distance.
When determined that the measured distance determined to have remained unchanged is shorter than the shortest stationary object distance at step S12, the control unit 20 proceeds to step S13. The control unit 20 stores, in the storage unit 30, the distance determined to have remained unchanged at S11 and that has not yet been stored in the storage unit 30 as the stationary object distance in association with the angle number.
At subsequent step S14, the control unit 20 performs a sorting process to rearrange the stationary object distances stored in the storage unit 30 in order from the shortest stationary object distance, for the angle number corresponding to the distance determined to have remained unchanged for a prescribed period of time. The sorting process will be described below, based on an example in which the number of stationary objects in the detection area gradually increases, with reference to
As shown in
Then, as shown in
Subsequently, as shown in
Then, as shown in
Subsequently, as shown in
Then, as shown in
Subsequently, as shown in
Then, as shown in
Returning to the description with reference to
First, an example in which, of the four vehicles C1 to C4 parked in the detection area, only the fourth vehicle C4 leaves the detection area will be described with reference to
The information on the stationary object distances shown in
When the stationary object distances corresponding to the angle numbers 1 to 4 are deleted from the storage unit 30 in the deletion process, no stationary object distances are stored in sequence number 1 corresponding to the angle numbers 1 to 4. Therefore, as shown in
Next, an example in which, of the four vehicles C1 to C4 parked in the detection area, only the first and third vehicles C1 and C3 leave the detection area will be described with reference to
The information on the stationary object distances shown in
When the stationary object distances corresponding to the angle numbers 6 to 9 are deleted from the storage unit 30 in the deletion process, no stationary object distances are stored in the sequence numbers 1 and 2 corresponding to the angle numbers 6 to 9. Therefore, as shown in
In the process at step S15, the longest stationary object distance among the stationary object distances stored in the storage unit 30 for each angle number remains in the storage unit 30 without being deleted.
Returning to the description with reference to
At subsequent step S18, the control unit 20 determines whether or not the angle number M has reached 11 or greater, 11 being a value obtained by 1 being added to the number of irradiation angles. The control unit 20 performs this process to determine whether or not a comparison of the current distances measured in the distance measurement process at step S10 and the stationary object distances stored in the storage unit 30 has been completed for all of the angle numbers.
When determined YES at step S18, the control unit 20 proceeds to step S10 and performs the distance measurement process of the next processing cycle. Meanwhile, when determined NO at step S18, the control unit proceeds to step S19. The control unit 20 determines whether or not the current measured distance corresponding to the angle number M matches the stationary object distance corresponding to the angle number M and the row number N.
When determined that the current measured distance and the stationary object distance match at step S19, the control unit 20 proceeds to step S20. The control unit 20 determines that the object detected at the position away from the laser sensor apparatus 10 by the current measured distance is a stationary object, for the angle number M. The control unit 20 then deletes the current measured distance corresponding to the angle number M.
Meanwhile, when determined that the current measured distance and the stationary object distance do not match at step S19, the control unit 20 proceeds to step S21 and increments the row number N by 1. Then, at step S22, the control unit 20 determines whether or not the comparison between the current measured distance and all pieces of stationary object information stored in the storage unit 30 for the angle number M has been completed. When determined NO at step S22, the control unit 20 proceeds to step S19. When determined YES at step S22, the control unit 20 proceeds step S23. At step S23, the control unit 20 determines that the object detected at the position away from the laser sensor apparatus 10 by the current measured distance is a moving object, for the angle number M. The output unit 50 outputs the detection result information including position information of the moving object in the detection area based on the irradiation angle at which the moving object is detected and the measured distance at the irradiation angle at which the moving object is detected.
Upon completing the process at steps S20 or S23, the control unit 20 proceeds to step S24 and increments the angle number M by 1. Subsequently, the control unit 20 proceeds to step S18.
In the moving object detection process described above, for example, when four vehicles are parked in the detection area as shown in
Next, the effects of the moving object detection process according to the present embodiment will be described with reference to
As shown in
As shown in
Next, a moving object detection process of a comparative technology will be described with reference to
As shown in
According to the present embodiment described above, the following effects can be achieved.
For each of the angle numbers 1 to 10, the shortest stationary object distance among the stationary object distances stored in the storage unit 30 and the current measured distance are initially compared. Then, when determined that a stationary object distance matching the current measured distance is present, the control unit 20 stops the comparison between the current measured distance and stationary object distances that have not yet been compared with the current measured distance, among the stationary object distances stored in the storage unit 30. Therefore, even should the number of stationary objects within the detection area increase, the number of times that the current measured distance and the stationary object distance are compared can be reduced, compared with a configuration in which the current measured distance is compared with all stationary object distances for each angle number. As a result, the calculation load placed on the control unit 20 can be reduced. Consequently, a moving object can be extracted at a high speed, regardless of the number of stationary objects.
For each of the angle numbers 1 to 10, the current measured distance is compared with the stationary object distances stored in the storage unit 30 in order from the shortest stationary object distance. Therefore, in cases in which there is an increase in the number of stationary objects present in a row in a direction from the laser light irradiating unit 4a towards the irradiation direction, increase in the number of stationary object distances to be compared with the current measured distance can be suppressed. As a result, increase in the calculation load placed on the control unit 20 can be suppressed.
When determined that the distance determined to have remained unchanged for a prescribed period of time is longer than the shortest stationary object distance among the stationary object distances stored in the storage unit 30 in association with the angle number corresponding to the distance, the control unit 20 deletes, from the storage unit 30, the stationary object distance shorter than the distance determined to have remained unchanged for a prescribed period of time, among the stationary object distances stored in the storage unit 30. Therefore, when the number of stationary objects present in the detection area decreases, the number of stationary object distances to be compared with the current measured distance can be reduced. As a result, the storage capacity of the storage unit 30 can be conserved while reducing the calculation load placed on the control unit 20.
Instead of the configuration in which the stationary object distances are deleted from the storage unit 30, for example, a configuration in which the stationary object distance shorter than the distance determined to have remained unchanged for a prescribed period of time, among the stationary object distances stored in the storage unit 30, is eliminated from the comparison subjects in the comparison determination process without being deleted from the storage unit 30 can also be considered. However, in this case, the stationary object distances of stationary objects that are no longer present remain in the storage unit 30. Conservation of the storage capacity of the storage unit 30 cannot be achieved
The above-described embodiment may be modified in the following manner.
According to the above-described embodiment, the stationary object distances stored in the storage unit 30 are compared with the current measured distance in order from the shortest stationary object distance. However, the present disclosure is not limited thereto. For example, after the shortest stationary object distance among the stationary object distances stored in the storage unit 30 is determined not to match the current measured distance, the comparison subject to be compared with the current measured distance may be the third shortest stationary object distance among the stationary object distances stored in the storage unit 30.
The process at step S12 in
The configuration is not limited to that in which the process at step S12 in
The processes at steps S15 and S16 in
The process at step S14 in
According to the above-described embodiment, the deletion process at step S15 in
Here, a specific example of the configuration in which only the shortest stationary object distance among the stationary object distances stored in the storage unit 30 is deleted will be described. For example, 5, 10, 15 are stored as the stationary object distances in the storage unit 30, for a certain angle number. In this case, when the current distance measured in the distance measurement process is 7, the stationary object distance 5 that is shorter than 7 is deleted from the storage unit 30. At this time, the current distance 7 is determined to a distance at which a moving object is present. Subsequently, when the current distance measured in the distance measurement process is 8, the comparison subject to be compared with the current measured distance is 10, which is the shortest stationary object distance stored in the storage unit 30. Then, as a result of the distance measured in the distance measurement process being determined to be 8 for a prescribed period of time, 8 is newly stored in the storage unit 30 as a stationary object distance.
According to the above-described embodiment, the laser light is irradiated at each of a plurality of irradiation angles, on a single horizontal plane (scanning plane) at a predetermined height position from the ground surface. However, the present disclosure is not limited thereto. For example, the laser light may be irradiated at each of a plurality of irradiation angles on a plurality of scanning places at predetermined height positions from the ground surface. In this case, in addition to the moving objects described according to the above-described embodiment, suspicious persons, animals, and the like hidden in the space between the underside of the vehicle and the ground surface can be detected as moving objects, depending on the settings of the scanning plane height.
Instead of the configuration according to the above-described embodiment, a configuration in which the stationary object distance that is shorter than the distance determined to have remained unchanged for a prescribed period of time, among the stationary object distances stored in the storage unit 30, is eliminated from the comparison subjects in the comparison determination process without being deleted from the storage unit 30 may be used.
According to the above-described embodiment, ten irradiation angles are used. However, the present disclosure is not limited thereto. A plurality of irradiation angles other than ten may be used.
The electromagnetic waves used for object detection is not limited to laser light. For example, radio waves such as millimeter waves may also be used.
Number | Date | Country | Kind |
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2016-079114 | Apr 2016 | JP | national |
Number | Name | Date | Kind |
---|---|---|---|
20030011509 | Honda | Jan 2003 | A1 |
20140118182 | Oh | May 2014 | A1 |
20140368493 | Rogan | Dec 2014 | A1 |
20160042622 | Takiguchi | Feb 2016 | A1 |
20160209499 | Suzuki | Jul 2016 | A1 |
20160274239 | Gupta | Sep 2016 | A1 |
Number | Date | Country |
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2007-108129 | Apr 2007 | JP |
Number | Date | Country | |
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20170293030 A1 | Oct 2017 | US |