A review of building detection from very high resolution optical remote sensing images
Building detection from very high resolution (VHR) optical remote sensing images, which is
an essential but challenging task in remote sensing, has attracted increased attention in …
an essential but challenging task in remote sensing, has attracted increased attention in …
How do the 3D urban morphological characteristics spatiotemporally affect the urban thermal environment? A case study of San Antonio
Urban landscapes, characterized by intricate interactions within a three-dimensional (3D)
framework, give rise to complex mechanisms that underlie the Surface Urban Heat Island …
framework, give rise to complex mechanisms that underlie the Surface Urban Heat Island …
Dual-stream feature extraction network based on CNN and transformer for building extraction
Automatically extracting 2D buildings from high-resolution remote sensing images is among
the most popular research directions in the area of remote sensing information extraction …
the most popular research directions in the area of remote sensing information extraction …
Mapping property redevelopment via GeoAI: Integrating computer vision and socioenvironmental patterns and processes
C Liu, W Song - Cities, 2024 - Elsevier
Abstract Domain knowledge of social and environmental sciences is generally derived from
less structured small data and/or small models. The integration of deep learning with …
less structured small data and/or small models. The integration of deep learning with …
MSFTrans: A multi-task frequency-spatial learning transformer for building extraction from high spatial resolution remote sensing images
Building extraction is significant in urban planning, economic evaluation, and driverless
technology development. However, automatic building extraction from high spatial …
technology development. However, automatic building extraction from high spatial …
A quantitative assessment of LiDAR data accuracy
A Elaksher, T Ali, A Alharthy - Remote Sensing, 2023 - mdpi.com
Airborne laser scanning sensors are impressive in their ability to collect a large number of
topographic points in three dimensions in a very short time thus providing a high-resolution …
topographic points in three dimensions in a very short time thus providing a high-resolution …
Integrating aerial LiDAR and very-high-resolution images for urban functional zone mapping
This study presents a new approach for Urban Functional Zone (UFZ) mapping by
integrating two-dimensional (2D) Urban Structure Parameters (USPs), three-dimensional …
integrating two-dimensional (2D) Urban Structure Parameters (USPs), three-dimensional …
A Dual-Branch Fusion Network Based on Reconstructed Transformer for Building Extraction in Remote Sensing Imagery
Y Wang, S Wang, A Dou - Sensors, 2024 - mdpi.com
Automatic extraction of building contours from high-resolution images is of great significance
in the fields of urban planning, demographics, and disaster assessment. Network models …
in the fields of urban planning, demographics, and disaster assessment. Network models …
A Large-Scale Multipurpose Benchmark Dataset and Real-Time Interpretation Platform Based on Chinese Rural Buildings
As urbanization accelerates, the evolving dynamics of village growth and decline have
garnered widespread attention. Rural housing, as the most significant asset in villages …
garnered widespread attention. Rural housing, as the most significant asset in villages …
Local climate zone mapping using remote sensing: a synergetic use of daytime multi-view Ziyuan-3 stereo imageries and Luojia-1 nighttime light data
The local climate zone (LCZ) scheme has been widely utilized in regional climate modeling,
urban planning, and thermal comfort investigations. However, existing LCZ classification …
urban planning, and thermal comfort investigations. However, existing LCZ classification …