Techniques in Hyperspectral Imaging

Research here is dedicated to hyperspectral remote sensing methodologies and their applications. This includes classification methods and innovative techniques for analyzing spectral data to monitor vegetation and other land features.

Hyperspectral Imaging
Spectral Analysis
Vegetation Monitoring
Classification Techniques
Remote Sensing
Standard Normal Variate
Reflectance Spectra

54,574 papers

Parent topic: Remote Sensing Land Analysis

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Papers Over Time

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Top Papers

Red And Photographic Infrared Linear Combinations For Monitoring Vegetation

1979 · 7,848 citations

Classification Of Hyperspectral Remote Sensing Images With Support Vector Machines

2004 · 3,393 citations

Standard Normal Variate Transformation And De-Trending Of Near-Infrared Diffuse Reflectance Spectra

1989 · 2,991 citations

Characteristics Of Maximum-Value Composite Images From Temporal AVHRR Data

1986 · 2,316 citations

The Spectral Image Processing System (SIPS)—interactive Visualization And Analysis Of Imaging Spectrometer Data

1993 · 2,290 citations

Deep Feature Extraction And Classification Of Hyperspectral Images Based On Convolutional Neural Networks

2016 · 2,278 citations

Hyperspectral Unmixing Overview: Geometrical, Statistical, And Sparse Regression-Based Approaches

2012 · 2,243 citations

Review Of The Most Common Pre-Processing Techniques For Near-Infrared Spectra

2009 · 2,143 citations

Vertex Component Analysis: A Fast Algorithm To Unmix Hyperspectral Data

2005 · 2,115 citations

Deep Learning-Based Classification Of Hyperspectral Data

2014 · 2,105 citations

Partial Least-Squares Methods For Spectral Analyses. 1. Relation To Other Quantitative Calibration Methods And The Extraction Of Qualitative Information

1988 · 2,031 citations

An Entropy Based Classification Scheme For Land Applications Of Polarimetric SAR

1997 · 1,951 citations

A Transformation For Ordering Multispectral Data In Terms Of Image Quality With Implications For Noise Removal

1988 · 1,951 citations

Remote Sensing Image Scene Classification: Benchmark And State Of The Art

2017 · 1,895 citations

Hyperspectral Vegetation Indices And Novel Algorithms For Predicting Green LAI Of Crop Canopies: Modeling And Validation In The Context Of Precision Agriculture

2004 · 1,862 citations

Relationships Between Leaf Chlorophyll Content And Spectral Reflectance And Algorithms For Non-Destructive Chlorophyll Assessment In Higher Plant Leaves

2003 · 1,819 citations

The Multiband Imaging Photometer For Spitzer (MIPS)

2004 · 1,758 citations

Medical Hyperspectral Imaging: A Review

2014 · 1,649 citations

Review Article Multisensor Image Fusion In Remote Sensing: Concepts, Methods And Applications

1998 · 1,640 citations

Hyperspectral Remote Sensing Data Analysis And Future Challenges

2013 · 1,632 citations