Radar and visual inspection online joint calibration method
The invention discloses a radar and visual detection online joint calibration method, which comprises the following steps: S1, detecting a vehicle target in a video image, constructing a 3D bounding box, and extracting a first vanishing point and a second vanishing point after obtaining target traje...
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Main Authors | , , , , , , |
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Format | Patent |
Language | Chinese English |
Published |
31.10.2023
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Abstract | The invention discloses a radar and visual detection online joint calibration method, which comprises the following steps: S1, detecting a vehicle target in a video image, constructing a 3D bounding box, and extracting a first vanishing point and a second vanishing point after obtaining target trajectory information; s2, mapping image pixel points to a world coordinate system according to an external reference matrix of the camera to the world coordinate system; s3, based on the world coordinate system target data and the millimeter-wave radar target data, using an ellipse correlation gate and a KNN algorithm to find a matching point of a millimeter-wave radar target and a visual target; s4, on the basis of the matching points of the millimeter-wave radar target and the visual target, optimizing external parameters of the camera relative to the radar by adopting a PnP principle and a minimized re-projection error; according to the method, the conversion relation between the image coordinate system and the mil |
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AbstractList | The invention discloses a radar and visual detection online joint calibration method, which comprises the following steps: S1, detecting a vehicle target in a video image, constructing a 3D bounding box, and extracting a first vanishing point and a second vanishing point after obtaining target trajectory information; s2, mapping image pixel points to a world coordinate system according to an external reference matrix of the camera to the world coordinate system; s3, based on the world coordinate system target data and the millimeter-wave radar target data, using an ellipse correlation gate and a KNN algorithm to find a matching point of a millimeter-wave radar target and a visual target; s4, on the basis of the matching points of the millimeter-wave radar target and the visual target, optimizing external parameters of the camera relative to the radar by adopting a PnP principle and a minimized re-projection error; according to the method, the conversion relation between the image coordinate system and the mil |
Author | LI XIAOLIU XI GUANGRONG YIN JIEJUN CHEN QIAN FU CHAOWEI WEI WEIWEI KE WENXIONG |
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DocumentTitleAlternate | 一种雷达与视觉检测在线联合标定方法 |
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Snippet | The invention discloses a radar and visual detection online joint calibration method, which comprises the following steps: S1, detecting a vehicle target in a... |
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SubjectTerms | ANALOGOUS ARRANGEMENTS USING OTHER WAVES CALCULATING COMPUTING COUNTING DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES IMAGE DATA PROCESSING OR GENERATION, IN GENERAL LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION ORRERADIATION OF RADIO WAVES MEASURING PHYSICS RADIO DIRECTION-FINDING RADIO NAVIGATION TESTING |
Title | Radar and visual inspection online joint calibration method |
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