Deep Learning

Soil Classification Based on Deep Learning Algorithm and Visible Near-Infrared Spectroscopy featured image

Soil Classification Based on Deep Learning Algorithm and Visible Near-Infrared Spectroscopy

Changes in land cover will cause the changes in the climate and environmental characteristics, which has an important influence on the social economy and ecosystem. The main form …

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李雪莹
Cotton Appearance Grade Classification Based on Machine Learning featured image

Cotton Appearance Grade Classification Based on Machine Learning

In recent years, due to the rapid development of Chinese textile industry, the domestic demand for cotton increases sharply. Conversely, the cotton plantation area increasingly …

Yan Lv
Convolutional Neural Network to Retrieve Water Depth in Marine Shallow Water Area From Remote Sensing Images featured image

Convolutional Neural Network to Retrieve Water Depth in Marine Shallow Water Area From Remote Sensing Images

The local connection characteristics of convolutional neural network (CNN) are linked with the local spatial correlation of image pixels for water depth retrieval in this article. …

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艾波
Sea surface temperature inversion model for infrared remote sensing images based on deep neural network featured image

Sea surface temperature inversion model for infrared remote sensing images based on deep neural network

Highlights•We propose a new sea surface temperature inversion model.•The model is based on deep neural network.•This model is more accurate than traditional method.•The model is …

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艾波
ST-SSNet: Spatio-temporal feature fusion-based DOA estimation network for underwater array signals featured image

ST-SSNet: Spatio-temporal feature fusion-based DOA estimation network for underwater array signals

For Underwater Internet of Things (UIoT) applications, the accurate and efficient estimation of the direction of arrival (DOA) is fundamental to technologies such as node …