AUTONOMOUS EMERGENCY BRAKING SYSTEM AND CONTROL METHOD THEREOF
An autonomous emergency braking system includes a rear camera configured to acquire a rear image information of the vehicle, a hydraulic unit configured to supply brake fluid pressure to a wheel brake provided on each wheel; and a controller configured to receive the rear image information obtained through the rear camera, detect a ground area in the received rear image, detect a child candidate object on the detected ground area, determines a feature vector of a shape of a child's posture for the detected child candidate object, and determine whether the child candidate object is a child by comparing the determined feature vector with a preset feature vector, and brake the vehicle emergently through the hydraulic unit when it is the child.
1 . An autonomous emergency braking system comprising:
a rear camera configured to acquire a rear image information of the vehicle;
a hydraulic unit configured to supply brake fluid pressure to a wheel brake provided on each wheel; and
a controller configured to receive the rear image information obtained through the rear camera, detect a ground area in the received rear image, detect a child candidate object on the detected ground area, determines a feature vector of a shape of a child's posture for the detected child candidate object, and determine whether the child candidate object is a child by comparing the determined feature vector with a preset feature vector, and brake the vehicle emergently through the hydraulic unit when it is the child.
2 . The autonomous emergency braking system according to claim 1 , wherein the controller determines whether the child candidate object is a child based on an average width and height of the child and whether or not it is connected to the detected ground area.
3 . The autonomous emergency braking system according to claim 2 , wherein the controller determines whether the child candidate object is the child by comparing a feature vector of a child in a sitting or creeping position with a preset feature vector.
4 . The autonomous emergency braking system according to claim 1 , wherein the controller detects edges in a vertical/horizontal/diagonal direction among the edges for the detected child candidate object, aligns and compares shapes formed by the detected edges and a reference shapes in the vertical/horizontal/diagonal direction of various preset postures of child, and determines the child candidate object as the child when a similarity between the two shapes is greater than or equal to a threshold.
5 . The autonomous emergency braking system according to claim 1 , wherein the controller determines a possibility of collision between the vehicle and the child based on the determined distance between the child and the vehicle, and urgently brakes the vehicle based on the determination result.
6 . A control method of an autonomous emergency braking system comprising:
acquiring a rear image information of a vehicle through a rear camera;
detecting a ground area in the received rear image;
detecting a child candidate object on the detected ground area;
determining a feature vector of a shape of a child's posture for the detected child candidate object;
determining whether the child candidate object is a child by comparing the determined feature vector with a preset feature vector; and
braking the vehicle emergently through the hydraulic unit when it is the child.
7 . The control method of claim 6 , wherein determining whether the child candidate object is the child comprises determining whether the child candidate object is a child based on an average width and height of the child and whether or not it is connected to the detected ground area.
8 . The control method of claim 7 , wherein determining whether the child candidate object is the child comprises, determining whether the child candidate object is the child by comparing a feature vector of a child in a sitting or creeping position with a preset feature vector.
9 . The control method of claim 6 , wherein determining whether the child candidate object is the child comprises, detecting edges in a vertical/horizontal/diagonal direction among the edges for the detected child candidate object, aligning and comparing shapes formed by the detected edges and a reference shapes in the vertical/horizontal/diagonal direction of various preset postures of child, and determining the child candidate object as the child when a similarity between the two shapes is greater than or equal to a threshold.
10 . The control method of claim 6 , wherein braking the vehicle emergently comprises: determining a possibility of collision between the vehicle and the child based on the determined distance between the child and the vehicle, and urgently braking the vehicle based on the determination result.
11 . A non-transitory computer-readable medium storing computer-executable instructions, when executed by a processor, causing the processor to perform the method of claim 6 .