English

A Robust Lane Detection Associated with Quaternion Hardy Filter

Computer Vision and Pattern Recognition 2021-08-21 v1

Abstract

In this article, a robust color-edge feature extraction method based on the Quaternion Hardy filter is proposed. The Quaternion Hardy filter is an emerging edge detection theory. It is along with the Poisson and conjugate Poisson smoothing kernels to handle various types of noise. Combining with the Quaternion Hardy filter, Jin's color gradient operator and Hough transform, the color-edge feature detection algorithm is proposed and applied to the lane marking detection. Experiments are presented to demonstrate the validity of the proposed algorithm. The results are accurate and robust with respect to the complex environment lane markings.

Cite

@article{arxiv.2108.04356,
  title  = {A Robust Lane Detection Associated with Quaternion Hardy Filter},
  author = {Wenshan Bi and Dong Cheng and Kit Ian Kou},
  journal= {arXiv preprint arXiv:2108.04356},
  year   = {2021}
}

Comments

arXiv admin note: substantial text overlap with arXiv:2001.01800

R2 v1 2026-06-24T04:58:12.868Z