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Remote-Sensing Image Classification

TopicLeading institutions, researchers & key papers

Remote-Sensing Image Classification is a topic indexed in ScholarIQ from OpenAlex.

What is known about Remote-Sensing Image Classification?

ScholarIQrecord summary

This cluster of papers focuses on the advances in hyperspectral image analysis, remote sensing, and classification. It covers topics such as deep learning, change detection, spectral unmixing, feature extraction, and object-based analysis for remote sensing applications.

How many works does Remote-Sensing Image Classification have?

ScholarIQindexed works

Remote-Sensing Image Classification has 155 works in the ScholarIQ index. The count is the OpenAlex total, not the number of papers listed on this page.

What is the OpenAlex record for Remote-Sensing Image Classification?

ScholarIQopenalex

The OpenAlex for Remote-Sensing Image Classification is on the source record.

What are the most-cited papers on Remote-Sensing Image Classification?

ScholarIQmost cited works
Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks
Yushi Chen, Hanlu Jiang, Chunyang Li, Xiuping Jia, Pedram Ghamisi
IEEE Transactions on Geoscience and Remote Sensing. 20162,939 Citations
Deep Recurrent Neural Networks for Hyperspectral Image Classification
Lichao Mou, Pedram Ghamisi, Xiao Xiang Zhu
IEEE Transactions on Geoscience and Remote Sensing. 20171,369 Citations
SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images
Sheng Fang, Kaiyu Li, J. Shao, Zhe Li
IEEE Geoscience and Remote Sensing Letters. 20211,082 Citations
Support Vector Machine Versus Random Forest for Remote Sensing Image Classification: A Meta-Analysis and Systematic Review
Mohammadreza Sheykhmousa, Masoud Mahdianpari, Hamid Ghanbari, Fariba Mohammadimanesh, Pedram Ghamisi, Saeid Homayouni
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 20201,073 CitationsOPEN ACCESS
Advances in Hyperspectral Image and Signal Processing: A Comprehensive Overview of the State of the Art
Pedram Ghamisi, Naoto Yokoya, Jun Li, Wenzhi Liao, Sicong Liu, Javier Plaza, Behnood Rasti, Antonio Plaza
IEEE Geoscience and Remote Sensing Magazine. 2017866 Citations

Where is Remote-Sensing Image Classification research published, and who funds it?

ScholarIQvenues & funding sources

How much of the research on Remote-Sensing Image Classification is open access?

ScholarIQopen access share
33%OPEN ACCESS
Gold
13%
Green
20%
Hybrid
0%
Bronze
0%
Closed
67%

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