Urbanization Detection Using LiDAR‐Based Remote Sensing Images of Azad Kashmir Using Novel 3D CNNs

M Hameed, F Yang, SU Bazai, MI Ghafoor… - Journal of …, 2022 - Wiley Online Library
An important measurable indicator of urbanization and its environmental implications has
been identified as the urban impervious surface. It presents a strategy based on three …

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 …

Fedukd: Federated unet model with knowledge distillation for land use classification from satellite and street views

R Kanagavelu, K Dua, P Garai, N Thomas, S Elias… - Electronics, 2023 - mdpi.com
Federated deep learning frameworks can be used strategically to monitor land use locally
and infer environmental impacts globally. Distributed data from across the world would be …

Zero Shot Classification for Change Detection in Satellite Imagery

K Kömürcü, L Petkevičius - 2024 IEEE 11th Workshop on …, 2024 - ieeexplore.ieee.org
This research investigates the zero-shot classification using the Comparative Language-
Image Pre-Training (CLIP) model for change detection in satellite imagery. Since traditional …

A Survey and Analysis of Intelligent Forecasting and Decision-Making Evaluation of Urban Growth using Artificial Intelligence.

R Quadri - International Journal of Advanced Research in …, 2024 - search.ebscohost.com
A dense concentration of human-made features such as residences, businesses, highways,
bridges, and trains characterize urban areas, which are developed regions that encircle …

Change Detection of Terrain Using Satellite Imagery

A Shah, S Ayushi, R Bhumika… - … on Advances in …, 2023 - ieeexplore.ieee.org
Change detection is finding differences in images over time. The scope for change detection
has increased significantly in the past few years because of its wide applications in different …

[PDF][PDF] Research Article Urbanization Detection Using LiDAR-Based Remote Sensing Images of Azad Kashmir Using Novel 3D CNNs

M Hameed, F Yang, SU Bazai, MI Ghafoor, A Alshehri… - 2022 - academia.edu
An important measurable indicator of urbanization and its environmental implications has
been identified as the urban impervious surface. It presents a strategy based on three …