A review of remote sensing image classification techniques: The role of spatio-contextual information
This paper reviewed major remote sensing image classification techniques, including pixel-
wise, sub-pixel-wise, and object-based image classification methods, and highlighted the …
wise, sub-pixel-wise, and object-based image classification methods, and highlighted the …
基于深度学习的像素级全色图像锐化研究综述
杨勇， 苏昭， 黄淑英， 万伟国， 涂伟， 卢航远 - 遥感学报, 2024 - ygxb.ac.cn
全色图像锐化是遥感数据处理领域的一个基础性问题, 在地物分类, 目标识别等方面具有重要的
研究意义和应用价值. 近年来, 深度学习在自然语言处理, 计算机视觉等领域取得了巨大进展 …
研究意义和应用价值. 近年来, 深度学习在自然语言处理, 计算机视觉等领域取得了巨大进展 …
Enabling efficient, large-scale high-spatial resolution wetland mapping using satellites
Global coastal and freshwater wetlands provide ecosystem services valued at over
$200,000 USD per hectare per year. Despite their value, wetlands continue to be lost at …
$200,000 USD per hectare per year. Despite their value, wetlands continue to be lost at …
Use of remote sensing-based pressure-state-response framework for the spatial ecosystem health assessment in Langfang, China
Land use/land cover changes are occurring at an unprecedented rate and scale because of
the economic development that has jeopardized the ecosystem's health. Ecosystem health …
the economic development that has jeopardized the ecosystem's health. Ecosystem health …
WorldView-2 data for hierarchical object-based urban land cover classification in Kigali: Integrating rule-based approach with urban density and greenness indices
The emergence of high-resolution satellite data, such as WorldView-2, has opened the
opportunity for urban land cover mapping at fine resolution. However, it is not straightforward …
opportunity for urban land cover mapping at fine resolution. However, it is not straightforward …
Improved coastal wetland mapping using very-high 2-meter spatial resolution imagery
MJ McCarthy, EJ Merton, FE Muller-Karger - International Journal of Applied …, 2015 - Elsevier
Accurate wetland maps are a fundamental requirement for land use management and for
wetland restoration planning. Several wetland map products are available today; most of …
wetland restoration planning. Several wetland map products are available today; most of …
Mapping ecological focus areas within the EU CAP controls framework by Copernicus Sentinel-2 data
Greening is a Common Agricultural Policy (CAP) subsidy that ensures that all EU farmers
receiving income support produce climate and environmental benefits as part of their …
receiving income support produce climate and environmental benefits as part of their …
Using convolutional neural networks incorporating hierarchical active learning for target-searching in large-scale remote sensing images
Satellite images are important information sources of the earth environment. Automatic
classification of satellite images has always been an important research topic. With the …
classification of satellite images has always been an important research topic. With the …
[PDF][PDF] Performance evaluation of SVM kernels on multispectral LISS III data for object classification
SVS Prasad, TS Savithiri, VM Krishna - International Journal on Smart …, 2017 - sciendo.com
Object based classification plays an important role in every field. Support vector machine is
the popular algorithm for object based classification. Support vector machine classifies the …
the popular algorithm for object based classification. Support vector machine classifies the …
[HTML][HTML] Deep-learning approaches for pixel-level pansharpening
Y Yong, SU Zhao, H Shuying, WAN Weiguo… - National Remote …, 2024 - ygxb.ac.cn
Pansharpening is a fundamental problem in the field of remote sensing data processing. It
has important research significance and application value in ground object classification …
has important research significance and application value in ground object classification …