Spatiotemporal Pattern of Invasive Pedicularis in the Bayinbuluke Land, China, during 2019–2021: An Analysis Based on PlanetScope and Sentinel-2 Data

W Wang, J Tang, N Zhang, Y Wang, X Xu, A Zhang - Remote Sensing, 2023 - mdpi.com
The accurate identification and monitoring of invasive plants are of great significance to
sustainable ecological development. The invasive Pedicularis poses a severe threat to …

Enhanced classification of hyperspectral images using improvised oversampling and undersampling techniques

PS Singh, VP Singh, MK Pandey… - International Journal of …, 2022 - Springer
In the era of climate change, monitoring and effective retrieval of soil, water bodies,
vegetation parameters etc. are of utmost importance which is successfully being executed …

高光谱遥感影像半监督分类研究进展

杨星, 方乐缘, 岳俊 - 遥感学报, 2024 - ygxb.ac.cn
随着高光谱遥感技术的迅猛发展和应用需求的不断增加, 高光谱遥感影像分类成为领域的研究
热点. 尽管监督学习已在高光谱遥感影像分类中取得了不错的效果, 但在许多情况下 …

Hyperspectral image classification using neural networks with effect of feature optimization on fused convolutional features

R Gadhave, RR Sedamkar, S Alegavi - AIP Conference Proceedings, 2023 - pubs.aip.org
Analysis of data and synthesis for hyper spectral imaging (HSI) is a new branch of remotely
sensed data and planet surveillance technologies. Classification techniques with the help of …

Automated Classification of Hyper Spectral Image Using Supervised Machine Learning Approach

R Gadhave, RR Sedamkar - … of Artificial Intelligence and Machine Learning …, 2022 - Springer
Hyperspectral imaging (HSI) acquired a lot of prominence as a field of exploration lately.
Extraction of features from HSI, assumes a fundamental part in improving the performance of …

Performance Analysis Of Hyperspectral Data Classification Based On Hybrid Neural Network Approach

R Gadhave, RR Sedamkar… - Computer Integrated …, 2023 - cims-journal.net
Hyperspectral Image (HSI) data classification is a challenging task in remote sensing data
analysis, which has been applied in many domains for better identification and inspection of …

[PDF][PDF] Agrinet: A Hyperspectral Image Based Precise Crop Classification Model

A Palit, H Dolekar, K Yeturu - Proceedings Copyright, 2024 - scitepress.org
Modern smart agriculture utilizes Unmanned Arial Vehicles (UAVs) with hyperspectral
cameras to enhance crop production to address the food security challenges. These …