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Lane line detection method and device, and computer readable storage medium

A lane line detection and lane line technology, applied in the field of image processing, can solve the problem of large error in lane line detection

Pending Publication Date: 2018-11-23
FORYOU GENERAL ELECTRONICS
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] Embodiments of the present invention provide a lane line detection method, device, and computer-readable storage medium, which can effectively solve the problem of relatively large detection errors of unstructured road lane lines, and improve the reliability of the lane departure warning system

Method used

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  • Lane line detection method and device, and computer readable storage medium
  • Lane line detection method and device, and computer readable storage medium
  • Lane line detection method and device, and computer readable storage medium

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Embodiment Construction

[0084] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0085] see figure 1 , is a schematic flowchart of a lane line detection method provided by an embodiment of the present invention, including steps:

[0086] S1. Preprocessing the images collected in real time;

[0087] S2. Using morphological topping operation on the preprocessed image to eliminate the interference information on the lane line;

[0088] S3. Binarize the image after removing the interference information on the lane line, mark the connected area on...

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Abstract

The invention discloses a lane line detection method. The method comprises the following steps: preprocessing an image collected in real time; eliminating interference information on the lane line byadopting a morphological top hat operation for the preprocessed image; performing binarization processing on the image after eliminating the interference information on the lane line to obtain an initial lane line communication region; dividing the initial lane line communication region into an initial left lane line communication region and an initial right line communication region according tothe direction of the initial lane line communication region, and performing linear fitting on the initial left lane line communication region and the initial right line communication region by adopting RANSAC; and respectively performing boundary extraction on the optimal initial left lane line communication region and / or the optimal initial right line communication region after the RANSAC classification, performing B-spline curve interpolation fitting lane line processing on the extracted boundaries to obtain the final left lane line and / or the final right lane line.

Description

technical field [0001] The present invention relates to the technical field of image processing, in particular to a lane line detection method, device and computer-readable storage medium. Background technique [0002] With the development of social economy, vehicles have increasingly become an indispensable means of transportation for the public, and driving safety issues have become more and more important. Driver assistance systems are currently installed in many vehicles. Among them, some driving assistance systems can provide vehicles with driving lane information by detecting lane lines on the road. For example, as an important part of the Advanced Driver Assistant System (ADAS), the Vehicle Departure Warning System (Lane Departure Warning System, LDWS) can detect the lane information of the vehicle and warn the driver when the vehicle deviates from the lane. Initiate a warning prompt to ensure driving safety. [0003] The key to the lane departure warning system is...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/38G06T5/30G06T5/50G06T7/12G06T7/187
CPCG06T5/30G06T5/50G06T7/12G06T7/187G06T2207/20032G06T2207/20104G06T2207/30256G06T2207/20192G06T2207/20224G06V20/588G06V10/28
Inventor 李明阳徐焕东
Owner FORYOU GENERAL ELECTRONICS
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