[HTML][HTML] Review of weed recognition: A global agriculture perspective

M Darbyshire, S Coutts, P Bosilj, E Sklar… - … and Electronics in …, 2024 - Elsevier
Recent years have seen the emergence of various precision weed management
technologies in both research and commercial contexts. These technologies better target …

A comprehensive systematic review of deep learning methods for hyperspectral images classification

P Ranjan, A Girdhar - International Journal of Remote Sensing, 2022 - Taylor & Francis
The remarkable growth of deep learning (DL) algorithms in hyperspectral images (HSIs) in
recent years has garnered a lot of research space. This study examines and analyses over …

Deep learning based mineral image classification combined with visual attention mechanism

Y Liu, Z Zhang, X Liu, W Lei, X Xia - IEEE Access, 2021 - ieeexplore.ieee.org
Mineral image classification technology based on machine vision is an efficient system for
ore sorting. With the development of artificial intelligence and computer technology, the …

[HTML][HTML] Intelligent acquisition method of herbaceous flowers image based on theme crawler, deep learning and game theory

X Zhouyi, H Weijun, H Yanrong - Кронос, 2022 - cyberleninka.ru
In order to obtain a large amount of training data in a short time, flower classification is
carried out through image processing and deep learning algorithms based on game theory …

Three-dimensional inundation mapping using UAV image segmentation and digital surface model

AA Gebrehiwot, L Hashemi-Beni - ISPRS International Journal of Geo …, 2021 - mdpi.com
Flood occurrence is increasing due to the expansion of urbanization and extreme weather
like hurricanes; hence, research on methods of inundation monitoring and mapping has …

Satellite video remote sensing for flood model validation

C Masafu, R Williams - Water Resources Research, 2024 - Wiley Online Library
Satellite‐based optical video sensors are poised as the next frontier in remote sensing.
Satellite video offers the unique advantage of capturing the transient dynamics of floods with …

A novel enhanced vgg16 model to tackle grapevine leaves diseases with automatic method

S Mousavi, G Farahani - IEEE Access, 2022 - ieeexplore.ieee.org
Diseases of grape leaves are destructive because they spread very quickly. Therefore, they
should be detected and tackled fast. This study proposes a novel Enhanced VGG16 model …

A Fourier frequency domain convolutional neural network for remote sensing crop classification considering global consistency and edge specificity

B Song, S Min, H Yang, Y Wu, B Wang - Remote Sensing, 2023 - mdpi.com
The complex remote sensing image acquisition conditions and the differences in crop
growth create many crop classification challenges. Frequency decomposition enables the …

Inundated vegetation mapping using sar data: A comparison of polarization configurations of uavsar l-band and sentinel c-band

A Salem, L Hashemi-Beni - Remote Sensing, 2022 - mdpi.com
Flood events have become intense and more frequent due to heavy rainfall and hurricanes
caused by global warming. Accurate floodwater extent maps are essential information …

Agricultural text classification method based on dynamic fusion of multiple features

Y Li, S Zhang, C Lai - IEEE Access, 2023 - ieeexplore.ieee.org
The traditional text classification methods, which treats the values in agricultural text as
characters, will lose the original semantic expression of numerical features. In order to fully …