Object detection device
In an object detection device to be installed to a vehicle and detect an object outside the vehicle, a position calculator sets multiple candidate points representing a candidate position of the object, based on positions of feature points extracted from a first image captured at a first time. The multiple candidate points are set to be denser within a detection range set based on a distance to the object detected by the ultrasonic sensor than outside the detection range. The position calculator estimates positions of the multiple candidate points at a second time which is after the first time, based on the positions of the multiple candidate points and movement information of the vehicle, and calculates the position of the object by comparing the estimated positions of the multiple candidate points at the second time and the positions of the feature points extracted from a second image captured at the second time.
1. An object detection device to be installed to a vehicle and detect an object located outside the vehicle, the object detection device comprising:
an ultrasonic sensor configured to detect a distance to the object by emitting and receiving an ultrasonic wave;
a camera configured to capture a first image around the vehicle at a first time and a second image around the vehicle at a second time which is after the first time;
a non-transitory memory storing one or more computer programs; and
a processor executing the one or more programs to:
extract feature points from each of the first and second images; and
set multiple candidate points based on the positions of the feature points extracted from the first image, the multiple candidate points representing a candidate position of the object, the multiple candidate points being set to be denser within a detection range than outside the detection range, in which an interval between two neighboring candidate points within the detection range is set to be less than an interval between two neighboring candidate points outside of the detection range, the detection range being set based on the distance detected by the ultrasonic sensor;
estimate positions of the multiple candidate points at the second time, based on the positions of the multiple candidate points extracted from the first image and movement information of the vehicle; and
calculate the position of the object by comparing the estimated positions of the multiple candidate points at the second time and the positions of the feature points extracted from the second image.
2. The object detection device according to claim 1 , wherein
for a state in which an object is detected by the ultrasonic sensor, the multiple candidate points are set to be denser within the detection range than outside the detection range, and
for a state in which no object is detected by the ultrasonic sensor, the multiple candidate points are set such that they are equally spaced in a predetermined range.
3. The object detection device according to claim 2 , wherein the multiple candidate points are set to be denser within the detection range for a state in which an object is detected by the ultrasonic sensor than for a state in which no object is detected by the ultrasonic sensor.
4. The object detection device according to claim 1 , wherein, for a state in which an object is detected by the ultrasonic sensor, the multiple candidate points are set only within the detection range.
5. The object detection device according to claim 1 , further comprising an object determiner configured to determine whether or not there is an object located at less than a predetermined distance, based on a result of calculation by the position calculator,
wherein, for a state in which an absolute value of a difference between the distance detected by the ultrasonic sensor and a distance to the position of the object calculated by the position calculator is less than a predetermined value, the object determiner speeds up a process which is followed by determining that there is an object located at less than the predetermined distance.
6. The object detection device according to claim 1 , wherein the detection range is set to be larger with increasing relative speed of the object with respect to the vehicle.
7. The object detection device according to claim 1 , wherein the position calculator is configured to estimate the positions of the multiple candidate points at the second time, based on the positions of the multiple candidate points and a relative speed of the object with respect to the vehicle.
8. The object detection device according to claim 1 , comprising a first sensor and a second sensor as the ultrasonic sensor, wherein
the first sensor emits an ultrasonic wave and each of the first and second sensors receives a reflected wave of the ultrasonic wave,
a position of the first sensor is represented by a point A 1 ,
a distance the ultrasonic wave emitted by the first sensor travels until the reflected wave is received by the first sensor is represented by a distance L A1 ,
a position of the second sensor is represented by a point B 1 ,
a distance the ultrasonic wave emitted by the first sensor travels until the reflected wave is received by the second sensor is represented by a distance L B1 , and
the distance to the object is calculated assuming that the object is located at a position corresponding to a point of intersection of a circle centered at the point A 1 with a radius of the distance L A1 /2 and a circle centered at the point B 1 with a radius of the distance L B1 −L A1 /2.
9. The object detection device according to claim 1 , comprising a first sensor and a second sensor as the ultrasonic sensor, wherein
the first sensor emits an ultrasonic wave and each of the first and second sensors receives a reflected wave of the ultrasonic wave,
a position of the first sensor is represented by a point A 1 ,
a distance the ultrasonic wave emitted by the first sensor travels until the reflected wave is received by the first sensor is represented by a distance L A1 ,
a position of the second sensor is represented by a point B 1 ,
a distance the ultrasonic wave emitted by the first sensor travels until the reflected wave is received by the second sensor is represented by a distance L B1 , and
a point of intersection of a circle centered at the point A 1 with a radius of the distance L A1 and a circle centered at the point B 1 with a radius of the distance L B1 is represented by a point O,
a midpoint of a line segment OA 1 connecting the point O and the point A 1 is represented by a point P s2 ,
a point of intersection of a normal line to the line segment OA 1 , which passes through the point P s2 , and a line segment OB 1 connecting the point O and the point B 1 is represented by a point P s3 , and
the distance to the object is calculated assuming that the object is located at a position corresponding to a line segment P s2 P s3 connecting the point P s2 and the point P s3 .
10. The object detection device according to claim 1 , wherein
the ultrasonic sensor emits and receives an ultrasonic wave at a point A 2 before movement of the vehicle,
the ultrasonic sensor emits and receives an ultrasonic wave at a point B 2 after the movement of the vehicle,
a distance the ultrasonic wave emitted by the ultrasonic sensor at the point A 2 before the movement of the vehicle travels until the reflected wave is received by the ultrasonic sensor is represented by a distance L A2 ,
a distance the ultrasonic wave emitted by the ultrasonic sensor at the point B 2 after the movement of the vehicle travels until the reflected wave is received by the ultrasonic sensor is represented by a distance L B2 ,
and
a distance to the object is calculated assuming that the object is located at a position corresponding to a point of intersection of a circle centered at the point A 2 with a radius of the distance L A2 /2 and a circle centered at the point B 2 with a radius of the distance L B2 /2.
11. The object detection device according to claim 1 , wherein
the ultrasonic sensor emits and receives an ultrasonic wave at a point A 2 before movement of the vehicle,
the ultrasonic sensor emits and receives an ultrasonic wave at a point B 2 after the movement of the vehicle,
a distance the ultrasonic wave emitted by the ultrasonic sensor at the point A 2 before the movement of the vehicle travels until the reflected wave is received by the ultrasonic sensor is represented by a distance L A2 ,
a distance the ultrasonic wave emitted by the ultrasonic sensor at the point B 2 after the movement of the vehicle travels until the reflected wave is received by the ultrasonic sensor is represented by a distance L B2 ,
and
a common tangent line to a circle centered at the point A 2 with a radius of the distance L A2 /2 and a circle centered at the point B 2 with a radius of the distance L B2 /2 is represented by a line L 4 ,
a point on the tangent line, at which the line L 4 touches the circle centered at the point A 2 with a radius of the distance L A2 /2, is represented by a point P s5 ,
a point on the tangent line, at which the line L 4 touches the circle centered at the point B 2 with a radius of the distance L B2 /2, is represented by a point P s6 , and
the distance to the object is calculated assuming that the object is located at a position corresponding to a line segment P s5 P s6 connecting the point P s5 and the point P s6 .
12. An object detection device to be installed to a vehicle and detect an object located outside the vehicle, the object detection device comprising:
an ultrasonic sensor configured to detect a distance to the object by emitting and receiving an ultrasonic wave;
a camera configured to capture a first image around the vehicle at a first time and a second image around the vehicle at a second time which is after the first time;
a non-transitory memory storing one or more computer programs; and
a processor executing the one or more programs to:
extract feature points from each of the first and second images;
set multiple candidate points based on the positions of the feature points extracted from the first image, the multiple candidate points representing a candidate position of the object, the multiple candidate points being set to be denser within a detection range than outside the detection range wherein an interval between two neighboring candidate points within the range R is less than an interval between two neighboring candidate points outside of the range R, the detection range being set based on the distance detected by the ultrasonic sensor;
estimate positions of the multiple candidate points at the second time, based on the positions of the multiple candidate points extracted from the first image and movement information of the vehicle;
compare the estimated positions of the multiple candidate points at the second time and the positions of the feature points extracted from the second image;
select one of the multiple candidate points at the second time having a position closest to a position of one of the feature points extracted from the second image; and
designate the selected one of the multiple candidate points as the object.