Gluestick: Robust image matching by sticking points and lines together

R Pautrat, I Suárez, Y Yu… - Proceedings of the …, 2023 - openaccess.thecvf.com
Line segments are powerful features complementary to points. They offer structural cues,
robust to drastic viewpoint and illumination changes, and can be present even in texture …

Deeplsd: Line segment detection and refinement with deep image gradients

R Pautrat, D Barath, V Larsson… - Proceedings of the …, 2023 - openaccess.thecvf.com
Line segments are ubiquitous in our human-made world and are increasingly used in vision
tasks. They are complementary to feature points thanks to their spatial extent and the …

3d line mapping revisited

S Liu, Y Yu, R Pautrat, M Pollefeys… - Proceedings of the …, 2023 - openaccess.thecvf.com
In contrast to sparse keypoints, a handful of line segments can concisely encode the high-
level scene layout, as they often delineate the main structural elements. In addition to …

A comprehensive review of image line segment detection and description: Taxonomies, comparisons, and challenges

X Lin, Y Zhou, Y Liu, C Zhu - IEEE Transactions on Pattern …, 2024 - ieeexplore.ieee.org
An image line segment is a fundamental low-level visual feature that delineates straight,
slender, and uninterrupted portionsof objects and scenarios within images. Detection and …

3D Neural Edge Reconstruction

L Li, S Peng, Z Yu, S Liu, R Pautrat… - Proceedings of the …, 2024 - openaccess.thecvf.com
Real-world objects and environments are predominantly composed of edge features
including straight lines and curves. Such edges are crucial elements for various applications …

Handbook on Leveraging Lines for Two-View Relative Pose Estimation

P Hruby, S Liu, R Pautrat, M Pollefeys… - … Conference on 3D …, 2024 - ieeexplore.ieee.org
We propose an approach for estimating the relative pose between calibrated image pairs by
jointly exploiting points, lines, and their coincidences in a hybrid manner. We investigate all …

Ldl: Line distance functions for panoramic localization

J Kim, C Choi, H Jang, YM Kim - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
We introduce LDL, a fast and robust algorithm that localizes a panorama to a 3D map using
line segments. LDL focuses on the sparse structural information of lines in the scene, which …

Fully Geometric Panoramic Localization

J Kim, J Jeong, YM Kim - … of the IEEE/CVF Conference on …, 2024 - openaccess.thecvf.com
We introduce a lightweight and accurate localization method that only utilizes the geometry
of 2D-3D lines. Given a pre-captured 3D map our approach localizes a panorama image …

The One-Point-One-Line geometry for robust and efficient line segment correspondence

H Guo, D Wei, Y Zhang, Y Wan, Z Zheng, Y Yao… - ISPRS Journal of …, 2024 - Elsevier
Abstract Three-dimensional (3D) lines are common elements in artificial scenes and serve
as basic, yet essential features for structural 3D reconstruction. The crucial step of 3D line …

Indoor Visual Localization using Point and Line Correspondences in dense colored point cloud

Y Matsumoto, G Nakano… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
We propose a novel pipeline called Loc-PL that uses both points and lines for indoor visual
localization in dense colored point cloud. Loc-PL utilizes the spatially complementary …