Linear Anchored Gaussian Mixture Model for Location and Width Computation of Objects in Thick Line Shape

arXiv:2404.03043v1 Announce Type: new
Abstract: An accurate detection of the centerlines of linear objects is a challenging topic in many sensitive real-world applications such X-ray imaging, remote sensing and lane marking detection in road traffic. Model-based approaches using Hough and Radon transforms are often used but, are not recommended for thick line detection, whereas approaches based on image derivatives need further step-by-step processing, making their efficiency dependent on each step outcomes. In this paper, we aim to detect linear structures …

abstract applications arxiv computation cs.cv detection imaging line linear location objects ray sensing traffic type world x-ray