Hyperspectral Imaging: A Review on UAV-Based Sensors, Data Processing and Applications for Agriculture and Forestry
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Title
Hyperspectral Imaging: A Review on UAV-Based Sensors, Data Processing and Applications for Agriculture and Forestry
Authors
Keywords
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Journal
Remote Sensing
Volume 9, Issue 11, Pages 1110
Publisher
MDPI AG
Online
2017-10-31
DOI
10.3390/rs9111110
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Note: Only part of the references are listed.- Spectral–Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework
- (2018) Zilong Zhong et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
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- (2016) Wenzhi Zhao et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
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- (2016) Liang Liang et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
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- (2013) P.J. Zarco-Tejada et al. AGRICULTURAL AND FOREST METEOROLOGY
- Characterization of Rice Paddies by a UAV-Mounted Miniature Hyperspectral Sensor System
- (2013) Kuniaki Uto et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Detection Algorithms in Hyperspectral Imaging Systems: An Overview of Practical Algorithms
- (2013) Dimitris Manolakis et al. IEEE SIGNAL PROCESSING MAGAZINE
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- Hyperspectral and multispectral imaging for evaluating food safety and quality
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- Classification of Hyperspectral Images With Regularized Linear Discriminant Analysis
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- Recent advances in techniques for hyperspectral image processing
- (2009) Antonio Plaza et al. REMOTE SENSING OF ENVIRONMENT
- Three decades of hyperspectral remote sensing of the Earth: A personal view
- (2009) Alexander F.H. Goetz REMOTE SENSING OF ENVIRONMENT
- Performance of Variable Selection Methods in Regression Using Variations of the Bayesian Information Criterion
- (2008) Tom Burr et al. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION
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