spectral image analysis - Search
  1. Wikipedia
    https://en.wikipedia.org/wiki/Spectral_imaging

    Spectral imaging - Wikipedia

    • Spectral imaging is imaging that uses multiple bands across the electromagnetic spectrum. While an ordinary camera captures light across three wavelength bands in the visible spectrum, red, green, and blue (RGB), spectral imaging encompasses a wide variety of techniques that go beyond RGB. Spectral imaging may use the infrared, the visibl… See more

    Systems

    Spectral imaging systems are the systems that through the acquisition of one or more images of a subject are able of giving … See more

    Spectral imaging: Principles and applications - Garini - 2006 ...
    Spectral imaging methods can be divided into the following methods: (1) Wavelength-scan methods that measure the images one wavelength at a time. (2) Spatial-scan methods that measure th…
    Wiley Online Library · https://onlinelibrary.wiley.…
    Spectral Imaging: Methods, Desi…
    Springer
    Spectral imaging with deep learni…
    Nature
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  2. Spectral analysis is a form of image processing that extracts useful information from remote sensing imagery that would might otherwise be missed from the raw pixel values alone. You may see it referred to as spectral imaging or spectral image processing.

    What is spectral analysis? | Spectral ana…

    guides.geospatial.bas.ac.uk/spectral-analysis-of-im…
    Spectral imaging may use the infrared, the visible spectrum, the ultraviolet, x-rays, or some combination of the above. It may include the acquisition of image data in visible and non-visible bands simultaneously, illumination from outside the visible range, or the use of optical filters to capture a specific spectral range.

    Spectral imaging - Wikipedia

    en.wikipedia.org/wiki/Spectral_imaging
     
  3. People also ask
    What is the goal of spectral imaging?
    Light: Science & Applications 11, Article number: 61 ( 2022 ) Cite this article The goal of spectral imaging is to capture the spectral signature of a target. Traditional scanning method for spectral imaging suffers from large system volume and low image acquisition speed for large scenes.

    Spectral imaging with deep learning | Light: Science & Applications

    nature.com
    What are spectral imaging methods?
    Spectral imaging methods can be divided into the following methods: 1. Methods that capture a full spectral image at very few spectral bands simultaneously. The disadvantage is that such methods compromise on the number of points in the spectrum, the field of view, and spatial or spectral resolution.

    Spectral Imaging: Methods, Design, and Applications

    link.springer.com
    What is spectral analysis?
    Spectral analysis is by itself a broad field. A few of the most basic algorithms in spectral imaging are described below. A specific application requires specific analysis methods that combine both spectral and image analysis algorithms.

    Spectral Imaging: Methods, Design, and Applications

    link.springer.com
    What are the principles of spectral imaging?
    The principles of spectral imaging and a few representative applications are described. Spectral imaging analysis is necessary because the complex data structure cannot be analyzed visually. A few of the algorithms are discussed with emphasis on the usage for different experimental modes (fluorescence and bright field).

    Spectral imaging: Principles and applications - Garini - 2006

    onlinelibrary.wiley.com
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  4. MathWorks
    https://www.mathworks.com/help/images/getting...

    Getting Started with Hyperspectral Image Processing

     
  5. Studies of spectral image analysis
    ScienceDirect
    Deep learning in spectral analysis: Modeling and imaging
    Deep learning (DL) is powerful to find patterns or hidden information from data using neural networks. With the growth of data and computing capabilities, DL has rapidly advanced and shown great power in scientific research. In recent years, DL methods
    Published: 2024/03/01
    Cited By: 0
    Keywords: Deep learning; Neural network; Spectral modeling; Spectral imaging analysis
    ScienceDirect
    Tutorial Hyperspectral image analysis. A tutorial
    This tutorial aims at providing guidelines and practical tools to assist with the analysis of hyperspectral images. Topics like hyperspectral image acquisition, image pre-processing, multivariate exploratory analysis, hyperspectral image resolution, classification
    Published: 2015/10/08
    Cited By: 0
    Keywords: Hyperspectral; Near infrared; Chemometrics; Classification; Plastic sorting; Flame retardant
    National Center for Biotechnology Information
    Comparing Performance of Spectral Image Analysis Approaches for Detection of Cellular Signals in Time-Lapse Hyperspectral Imaging Fluorescence Excitation-Scanning Microscopy
    Hyperspectral imaging (HSI) technology has been applied in a range of fields for target detection and mixture analysis. While HSI was originally developed for remote sensing applications, modern uses include agriculture, historical document authentication,
    Author: Marina Parker, Naga S. Annamdevula, Donald Pleshinger, Zara Ijaz, Josephine Jalkh, Raymond Penn, Deepak Deshpande, Thomas C. Rich, Silas J. Leavesley
    Published: 2023/06
    Publication: Bioengineering (Basel). 2023 Jun; 10(6): 642.
  6. Springer
    https://link.springer.com/chapter/10.1007/978-3-642-28391-8_4

    Spectral Imaging: Methods, Design, and Applications

  7. Wikipedia
    https://en.wikipedia.org/wiki/Hyperspectral_imaging

    Hyperspectral imaging - Wikipedia

  8. Nature
    https://www.nature.com/articles/s41377-022-00743-6

    Spectral imaging with deep learning | Light: Science ... - Nature

  9. Images of Spectral image analysis

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  10. ScienceDirect
    https://www.sciencedirect.com/science/article/pii/S0165993624000943

    Deep learning in spectral analysis: Modeling and imaging

  11. Wiley Online Library
    https://onlinelibrary.wiley.com/doi/10.1002/cyto.a.20311

    Spectral imaging: Principles and applications - Garini - 2006 ...

  12. nih.gov
    https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8320953

    Deep Learning Meets Hyperspectral Image Analysis: A …

  13. springer.com
    https://link.springer.com/book/10.1007/978-3-030-38617-7

    Hyperspectral Image Analysis: Advances in Machine Learning

  14. Towards Data Science
    https://towardsdatascience.com/hyperspectral-image...

    Hyperspectral Image Analysis — Getting Started | by Syam …

  15. Plant Methods
    https://plantmethods.biomedcentral.com/articles/10...

    Hyperspectral image analysis techniques for the detection and ...

  16. ScienceDirect
    https://www.sciencedirect.com/science/article/pii/S0003267015011691

    Hyperspectral image analysis. A tutorial - ScienceDirect

  17. nih.gov
    https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8473276

    Recent Advances in Multi- and Hyperspectral Image Analysis

  18. UMBC
    https://umbc.edu/.../2016.Handbook.Hyperspectral.pdf
    [PDF]

    Hyperspectral Image Processing: Methods and Approaches

  19. Carl Zeiss Microscopy Online Campus
    https://zeiss-campus.magnet.fsu.edu/articles/...

    ZEISS Microscopy Online Campus | Introduction to Spectral Imaging

  20. arXiv.org
    https://arxiv.org/pdf/2108.07595
    [PDF]

    spectrai: a deep learning framework for spectral data - arXiv.org

  21. STOWERS INSTITUTE RESEARCH WEBSITES
    https://research.stowers.org/imagejplugins/spectral_imaging.html

    Spectral Image Analysis - Stowers Institute for Medical Research

  22. Wikipedia
    https://en.wikipedia.org/wiki/Multispectral_imaging

    Multispectral imaging - Wikipedia

  23. ohio.edu
    https://ohioopen.library.ohio.edu/cgi/viewcontent...
    [PDF]

    Introduction to Hyperspectral Image Analysis - Ohio University

  24. Edmund Optics
    https://www.edmundoptics.com/knowledge-center/...

    Hyperspectral and Multispectral Imaging | Edmund Optics

  25. MathWorks
    https://www.mathworks.com/help/images/hyper...

    Hyperspectral Image Processing - MATLAB & Simulink - MathWorks

  26. Medium
    https://medium.com/abraia/hyperspectral-image...

    Hyperspectral image analysis with Python made easy - Medium

  27. spectrai.org
    http://spectrai.org

    SpectrAI - Home

  28. ohio.edu
    https://ohioopen.library.ohio.edu/spacejournal/vol2/iss3/8

    "Introduction to Hyperspectral Image Analysis" by Peg Shippert

  29. National Center for Biotechnology Information
    https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10295298

    Comparing Performance of Spectral Image Analysis Approaches …

  30. IEEE Xplore
    https://ieeexplore.ieee.org/document/10636090

    Hybrid Multi-Scale Spatial-Spectral Transformer for Hyperspectral …

  31. sagepub.com
    https://journals.sagepub.com/doi/10.1177/02841851241269853

    Iodine concentration, HU accuracy, and metal artifacts evaluation …

  32. Towards Data Science
    https://towardsdatascience.com/hyperspectral-image...

    Hyperspectral Image Analysis — Classification | by Syam Kakarla ...

  33. ScienceDirect
    https://www.sciencedirect.com/science/article/pii/S266592712400145X

    Effect of drying temperature on composition of edible mushrooms ...

  34. arXiv.org
    https://arxiv.org/pdf/2408.06975
    [PDF]

    SpectralGaussians: Semantic, spectral 3D Gaussian …

  35. NASA
    https://www.nasa.gov/technology/nasa-trains...

    NASA Trains Machine Learning Algorithm for Mars Sample Analysis

  36. Yahoo Finance
    https://finance.yahoo.com/news/hyperspectral...

    Hyperspectral Imaging Market Analysis is expected to reach USD …

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