UAV platforms and the SfM-MVS approach in the 3D surveys and modelling: A review in the cultural heritage field

M Pepe, VS Alfio, D Costantino - Applied Sciences, 2022 - mdpi.com
In recent years, structure from motion (SfM) and multi-view stereo (MVS) algorithms have
been successfully applied to stereo images generated by cameras mounted on unmanned …

[HTML][HTML] Deep learning based multi-view stereo matching and 3D scene reconstruction from oblique aerial images

J Liu, J Gao, S Ji, C Zeng, S Zhang, JY Gong - ISPRS Journal of …, 2023 - Elsevier
In this paper, we propose a practical three-dimensional (3D) real-scene reconstruction
framework named Deep3D, which is paired with a deep learning based multi-view stereo …

[HTML][HTML] Damage-augmented digital twins towards the automated inspection of buildings

BG Pantoja-Rosero, R Achanta, K Beyer - Automation in Construction, 2023 - Elsevier
Current procedures for the rapid inspection of buildings and infrastructure are subjective,
time-consuming, and cumbersome to document, necessitating new technologies to …

Parallel inversion of neural radiance fields for robust pose estimation

Y Lin, T Müller, J Tremblay, B Wen… - … on Robotics and …, 2023 - ieeexplore.ieee.org
We present a parallelized optimization method based on fast Neural Radiance Fields
(NeRF) for estimating 6-DoF pose of a camera with respect to an object or scene. Given a …

[HTML][HTML] Generating LOD3 building models from structure-from-motion and semantic segmentation

BG Pantoja-Rosero, R Achanta, M Kozinski… - Automation in …, 2022 - Elsevier
This paper describes a pipeline for automatically generating level of detail (LOD) models
(digital twins), specifically LOD2 and LOD3, from free-standing buildings. Our approach …

3D reconstruction of spherical images: a review of techniques, applications, and prospects

S Jiang, K You, Y Li, D Weng… - Geo-spatial Information …, 2024 - Taylor & Francis
ABSTRACT 3D reconstruction plays an increasingly important role in modern
photogrammetric systems. Conventional satellite or aerial-based remote sensing (RS) …

CherryPicker: Semantic skeletonization and topological reconstruction of cherry trees

L Meyer, A Gilson, O Scholz… - Proceedings of the …, 2023 - openaccess.thecvf.com
In plant phenoty**, accurate trait extraction from 3D point clouds of trees is still an open
problem. For automatic modeling and trait extraction of tree organs such as blossoms and …

Automated image-based generation of finite element models for masonry buildings

BG Pantoja-Rosero, R Achanta, K Beyer - Bulletin of Earthquake …, 2024 - Springer
To predict the response of masonry buildings to various types of loads, engineers use finite
element models, specifically solid-element and macro-element models. For predicting …

[HTML][HTML] Estimating energy consumption of residential buildings at scale with drive-by image capture

WOC Ward, X Li, Y Sun, M Dai, H Arbabi… - Building and …, 2023 - Elsevier
Data-driven approaches to addressing climate change are increasingly becoming a
necessary solution to deal with the scope and scale of interventions required to reach net …

Neural parameterization for dynamic human head editing

L Ma, X Li, J Liao, X Wang, Q Zhang, J Wang… - ACM Transactions on …, 2022 - dl.acm.org
Implicit radiance functions emerged as a powerful scene representation for reconstructing
and rendering photo-realistic views of a 3D scene. These representations, however, suffer …