A review of building detection from very high resolution optical remote sensing images

J Li, X Huang, L Tu, T Zhang, L Wang - GIScience & Remote …, 2022 - Taylor & Francis
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 …

Building extraction with vision transformer

L Wang, S Fang, X Meng, R Li - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
As an important carrier of human productive activities, the extraction of buildings is not only
essential for urban dynamic monitoring but also necessary for suburban construction …

A hybrid image segmentation method for building extraction from high-resolution RGB images

MD Hossain, D Chen - ISPRS Journal of Photogrammetry and Remote …, 2022 - Elsevier
Buildings are the most striking artificial features, and extracting buildings becomes critical for
many service-providing agencies. Although improvements have been achieved, building …

Damaged building extraction using modified mask R-CNN model using post-event aerial images of the 2016 Kumamoto earthquake

Y Zhan, W Liu, Y Maruyama - Remote Sensing, 2022 - mdpi.com
Remote sensing is an effective method of evaluating building damage after a large-scale
natural disaster, such as an earthquake or a typhoon. In recent years, with the development …

Urban change detection from aerial images using convolutional neural networks and transfer learning

T Fyleris, A Kriščiūnas, V Gružauskas… - … International Journal of …, 2022 - mdpi.com
Urban change detection is an important part of sustainable urban planning, regional
development, and socio-economic analysis, especially in regions with limited access to …

[图书][B] Building Feature Extraction with Machine Learning: Geospatial Applications

BH Aithal, PS Prakash - 2022 - taylorfrancis.com
Big geospatial datasets created by large infrastructure projects require massive computing
resources to process. Feature extraction is a process used to reduce the initial set of raw …

Comparison of semantic segmentation deep learning methods for building extraction

A Aizatin, IGBB Nugraha - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Urban planners use building extraction on satellite imagery to support government policies.
However, the complex depiction of buildings in satellite imagery makes building extraction …

太阳能电池背面电极的分割与缺陷检测.

邬依林, 萧华希, 李万益, 陈国明… - Acta Scientiarum …, 2022 - search.ebscohost.com
自动化质量检测系统是太阳能电池生产过程中必不可少的环节, 其目的是识别潜在产品缺陷,
但鲜见对太阳能电池的背面电极的检测问题的文献, 针对该问题提出一种完整的背面电极分割和 …

[PDF][PDF] İHA GÖRÜNTÜLERİNDEN DERİN ÖĞRENME YAKLAŞIMIYLA KAÇAK YAPILAŞMA TESPİTİ

HN AKKOÇ, MO SAMUR, IH AKTAR, Ö TAŞDEMİR… - uzalcbs.org
Kaçak yapılaşma sonucunda afete karşı dayanıksız binaların çoğalması, doğal mirasın ve
tarım alanlarının kaybolması, plansız şehirleşme ve altyapı yetersizlikleri gibi pek çok sorun …