Vehicle position and speed estimation method based on binocular sequence images

The invention discloses a vehicle position and speed estimation method based on a binocular sequence image, and the method comprises the following steps: S1, obtaining a depth map and a point cloud map through a ZED binocular camera; S2, achieving background subtraction through a KNN algorithm, and...

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Hauptverfasser: YIN GUODONG, ZHONG HERAN, FAN SHISHUO, GENG KEKE, LIU NENG
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creator YIN GUODONG
ZHONG HERAN
FAN SHISHUO
GENG KEKE
LIU NENG
description The invention discloses a vehicle position and speed estimation method based on a binocular sequence image, and the method comprises the following steps: S1, obtaining a depth map and a point cloud map through a ZED binocular camera; S2, achieving background subtraction through a KNN algorithm, and identifying a moving target and a static background environment in the sequence image; S3, detectingedge points of the moving target, drawing a rectangular identification box located on the moving target, and tracking the moving target in real time; S4, removing a rectangular identification frame appearing on the non-moving object caused by error factors such as light and shadow; S5, calculating pixel coordinates of a central point of an effective rectangular identification box locked on the moving target; S6, obtaining (X, Y, Z) three-dimensional space coordinates of the points; and S7, estimating the position and the speed of the next moment according to the three-dimensional space coordinates of the previous fra
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subjects ANALOGOUS ARRANGEMENTS USING OTHER WAVES
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
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 Vehicle position and speed estimation method based on binocular sequence images
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