Shadows Don't Lie and Lines Can't Bend! Generative Models don't know Projective Geometry... for now

A Sarkar, H Mai, A Mahapatra… - Proceedings of the …, 2024 - openaccess.thecvf.com
Generative models can produce impressively realistic images. This paper demonstrates that
generated images have geometric features different from those of real images. We build a …

3d line map** 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 …

DeDoDe: Detect, don't describe—Describe, don't detect for local feature matching

J Edstedt, G Bökman, M Wadenbäck… - … Conference on 3D …, 2024 - ieeexplore.ieee.org
Keypoint detection is a pivotal step in 3D reconstruction, whereby sets of (up to) K points are
detected in each view of a scene. Crucially, the detected points need to be consistent …

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 portions of objects and scenarios within images. Detection and …

Airvo: An illumination-robust point-line visual odometry

K Xu, Y Hao, S Yuan, C Wang… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
This paper proposes an illumination-robust visual odometry (VO) system that incorporates
both accelerated learning-based corner point algorithms and an extended line feature …

Airslam: An efficient and illumination-robust point-line visual slam system

K Xu, Y Hao, S Yuan, C Wang… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
In this paper, we present an efficient visual SLAM system designed to tackle both short-term
and long-term illumination challenges. Our system adopts a hybrid approach that combines …

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 …

GeoCalib: Learning Single-image Calibration with Geometric Optimization

A Veicht, PE Sarlin, P Lindenberger… - European Conference on …, 2024 - Springer
From a single image, visual cues can help deduce intrinsic and extrinsic camera parameters
like the focal length and the gravity direction. This single-image calibration can benefit …

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 …

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 …