Combining physical approaches with deep learning techniques for urban building energy modeling: A comprehensive review and future research prospects
In recent times, there has been a growing interest in urban building energy modeling
(UBEM), owing to its potential benefits for cities. These benefits include aiding city decision …
(UBEM), owing to its potential benefits for cities. These benefits include aiding city decision …
Unmanned Aerial Vehicle-Based Photogrammetric 3D Mapping: A survey of techniques, applications, and challenges
Three-dimensional mapping is an increasingly important feature for recent photogrammetry
and remote sensing (RS) systems. Currently, unmanned aerial vehicles (UAVs) have …
and remote sensing (RS) systems. Currently, unmanned aerial vehicles (UAVs) have …
[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] 3D building reconstruction from single street view images using deep learning
HE Pang, F Biljecki - International Journal of Applied Earth Observation and …, 2022 - Elsevier
Abstract 3D building models are an established instance of geospatial information in the
built environment, but their acquisition remains complex and topical. Approaches to …
built environment, but their acquisition remains complex and topical. Approaches to …
Point2Roof: End-to-end 3D building roof modeling from airborne LiDAR point clouds
Abstract Three-dimensional (3D) building roof reconstruction from airborne LiDAR point
clouds is an important task in photogrammetry and computer vision. To automatically …
clouds is an important task in photogrammetry and computer vision. To automatically …
Leveraging Chinese GaoFen-7 imagery for high-resolution building height estimation in multiple cities
Accurate building heights are essential to understand the mechanisms of urban systems and
provide new insights into research on infrastructure equality, urban environment, population …
provide new insights into research on infrastructure equality, urban environment, population …
[HTML][HTML] A general deep learning based framework for 3D reconstruction from multi-view stereo satellite images
In this paper, we propose a general deep learning based framework, named Sat-MVSF, to
perform three-dimensional (3D) reconstruction of the Earth's surface from multi-view optical …
perform three-dimensional (3D) reconstruction of the Earth's surface from multi-view optical …
A novel approach of efficient 3D reconstruction for real scene using unmanned aerial vehicle oblique photogrammetry with five cameras
B Yang, F Ali, B Zhou, S Li, Y Yu, T Yang, X Liu… - Computers and …, 2022 - Elsevier
In recent years, unmanned aerial vehicle (UAV) oblique photogrammetry is a new and
advanced technology in the field of surveying and mapping. In this paper, an oblique …
advanced technology in the field of surveying and mapping. In this paper, an oblique …
Elevation estimation-driven building 3-D reconstruction from single-view remote sensing imagery
Building 3-D reconstruction from remote sensing images has a wide range of applications in
smart cities, photogrammetry, and other fields. Methods for automatic 3-D urban building …
smart cities, photogrammetry, and other fields. Methods for automatic 3-D urban building …