Object-based water body extraction model using Sentinel-2 satellite imagery. Eur. J. Remote Sens. 2017, 50, 137-143. [CrossRef]Kaplan G. and Avdan, U. (2017). Object-based water body extraction model using Sentinel-2 satellite imagery. European Journal of Remote Sensing, 50 (1), 137-...
mechanisms, and designs multi-scale dilated convolution and multi-scale feature fusion modules to enhance water body extraction performance in complex scenarios. Specifically, in the proposed model, improved residual connections are introduced to enable the learning of more complex features; the attention ...
Water body extraction is an important task in different disciplines, such as lake coastal zone management, coastline change and erosion monitoring, flood prediction and evaluation of water resources [1]. Timely monitoring of surface water and delivering data on the dynamics of surface water are essen...
Nath, R.K., and Deb, S., "Water-body area extraction from high resolution satellite images-an introduction, review, and comparison." Int. J. Image Process. (IJIP), 3, pp. 265-384, 2010.Nath R. K. and Deb S. K. (2009) Water-Body Area Extraction from High Resolution Satellite ...
This paper proposes a method of water body extraction from remote sensing images based on deep learning. Using Landsat images to establish a joint probability model of convolution neural network in which the full connection layer is replaced by the multi-layer perceptron and combined with spectral ...
What are the main features of the Multi Scale Context Extractor Network (MSCENet) for water-body extraction? What is the significance of the Multi Scale Context Extractor Network (MSCENet) in water-body extraction? What advancements have been made in deep learning models for water-body extraction...
000 m3/day is a water-contained ore body. Some think that a mine with a water inflow of 1 m3/s is water-contained ore body, while others think that when the mine water inflow is so large that it must be controlled before extraction, it can be called water-contained ore body. The ...
While significant parts of the globe are already facing significant freshwater scarcity, the need for more freshwater is projected to increase in order to sustain the increasing global population and economic growth, and adapt to climate change. Current approaches for addressing this challenge, which ...
Synthetic aperture radar (SAR) images Urban morphology Water body extraction Radar’s double-bounce effect Sentinel-1 satellites 1. Introduction The detection of urban water bodies is one of critical components for urban health and sustainability, such as delineating the locations of inundation and wat...
SPOT-5卫星影像中水体信息自动提取的一种有效方法 service.ilib.cn 3. Study on the automatic extraction of water body information from SPOT-5 images using decision tree algorithm 决策树方法从SPOT-5卫星影像中自动提取水体信息研究 www.ilib.cn©...