UAV platforms and the SfM-MVS approach in the 3D surveys and modelling: A review in the cultural heritage field
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 …
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
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 …
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
Current procedures for the rapid inspection of buildings and infrastructure are subjective,
time-consuming, and cumbersome to document, necessitating new technologies to …
time-consuming, and cumbersome to document, necessitating new technologies to …
Parallel inversion of neural radiance fields for robust pose estimation
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 …
(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
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 …
(digital twins), specifically LOD2 and LOD3, from free-standing buildings. Our approach …
3D reconstruction of spherical images: a review of techniques, applications, and prospects
ABSTRACT 3D reconstruction plays an increasingly important role in modern
photogrammetric systems. Conventional satellite or aerial-based remote sensing (RS) …
photogrammetric systems. Conventional satellite or aerial-based remote sensing (RS) …
CherryPicker: Semantic skeletonization and topological reconstruction of cherry trees
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 …
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
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 …
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
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 …
necessary solution to deal with the scope and scale of interventions required to reach net …
Neural parameterization for dynamic human head editing
Implicit radiance functions emerged as a powerful scene representation for reconstructing
and rendering photo-realistic views of a 3D scene. These representations, however, suffer …
and rendering photo-realistic views of a 3D scene. These representations, however, suffer …