Cnns in land cover mapping with remote sensing imagery: A review and meta-analysis

I Kotaridis, M Lazaridou - International Journal of Remote Sensing, 2023 - Taylor & Francis
Convolutional neural network (CNN) comprises the most common and extensively used
network in the field of deep learning (DL). The design of CNNs was influenced by neurons …

[PDF][PDF] Parameter Tuned Deep Learning Based Traffic Critical Prediction Model on Remote Sensing Imaging.

SH Ahmed, A Al-Zebari, RR Zebari… - … , Materials & Continua, 2023 - cdn.techscience.cn
Remote sensing (RS) presents laser scanning measurements, aerial photos, and high-
resolution satellite images, which are utilized for extracting a range of traffic-related and road …

Effective segmentation of land-use and land-cover from hyperspectral remote sensing image

VP Yele, S Alegavi, RR Sedamkar - International Journal of Information …, 2024 - Springer
Hyperspectral images (HSI) provide valuable data for Land-Use and Land-Cover (LU/LC)
segmentation. Detecting buildings, roads, and LU/LC labels in satellite images is crucial for …

Mapping of Land Use and Land Cover (LULC) using EuroSAT and Transfer Learning

S Kunwar, J Ferdush - arXiv preprint arXiv:2401.02424, 2023 - arxiv.org
As the global population continues to expand, the demand for natural resources increases.
Unfortunately, human activities account for 23% of greenhouse gas emissions. On a positive …

Genetic Fuzzy System untuk Klasifikasi Tutupan Lahan Berdasarkan Foto Udara Unmanned Aerial Vehicle (UAV)

BD Setiawan, AN Rusydi - Jurnal Teknologi Informasi dan Ilmu …, 2023 - jtiik.ub.ac.id
Pengamatan terhadap tata letak sebuah wilayah, terutama wilayah berpenduduk, penting
dilakukan untuk mengetahui perkembangan dan perubahan yang terjadi. Salah satu …

[PDF][PDF] Land use land cover classification using deep neural network

P Suryawanshi, S Sawant, A Joshi - Grenze International Journal of …, 2023 - academia.edu
With remote sensor data, land use and land cover classification offers geographical
information. The land use land cover classification process considers several factors for …