multispectral imaging (original) (raw)
Definition: imaging which provides images with multiple spectral channels
Category: 
vision, displays and imaging
- optical effects
- imaging
* imaging with a lens
* spectral imaging
* multispectral imaging
* hyperspectral imaging
* thermal imaging
- imaging
Related: spectral imaginghyperspectral imaging
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DOI: 10.61835/19x Cite the article: BibTex BibLaTex plain textHTML Link to this page! LinkedIn
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Contents
What is Multispectral Imaging?
Multispectral Wheel Cameras for Spectral Scanning
Combination of Cameras or Image Sensors
Applications of Multispectral Imaging
Summary: Multispectral imaging is a powerful technique for capturing image data across multiple discrete wavelength bands, often extending beyond the visible spectrum into the infrared and ultraviolet. This article explains its fundamental principles, distinguishing it from standard color photography.
It details various operational designs for multispectral cameras, including specialized image sensors, filter-wheel systems, multi-camera setups, and scanning instruments.
Furthermore, it explores a wide range of applications, from Earth observation and remote sensing via satellites to industrial inspection, medical diagnostics, and security authentication.
What is Multispectral Imaging?
Multispectral imaging means methods for spectral imaging where one obtains images corresponding to several spectral channels — sometimes more than ten. The used spectral regions are often at least partially outside the visible spectral range, covering parts of the infrared and ultraviolet region. For example, a multi-spectral imager may provide wavelength channels for near-UV, red, green, blue, near-infrared, mid-infrared and far-infrared light — sometimes even thermal radiation (→ thermal imaging).
In principle, one might also consider color photography as means for multispectral imaging, but multispectral imagers typically offer non-overlapping wavelength channels, and also typically more than three channels.
While some multispectral imaging devices (also called multispectral cameras) are used on space satellites and airplanes (see below), there are also hand-held devices as well as imaging devices installed in industrial settings, for example.
Multispectral cameras are often customized for specific applications, particularly concerning the used spectral bands.
Operation Principles
Multispectral Image Sensors
For a limited number of wavelength channels (e.g. 5 or 8), one may use a kind of image sensor which for each pixel has multiple photodetectors, one for each wavelength channel — similar to an RGB sensor as used in a photo camera. While this operation principle leads to a simple optical setup, it has some limitations:
- One requires a specialized image sensor according to the required spectral channels.
- Each photodetector covers a certain area, and all light outside the corresponding wavelength region is lost. This implies a disadvantage in terms of sensitivity, particularly when the number of wavelength channels gets larger.
- It may be difficult to obtain high performance of the imaging system when it needs to cover a very wide spectral region overall.
For these regions, that technical approach is not very widespread.
Multispectral Wheel Cameras for Spectral Scanning
One can realize spectral scanning by adding a multispectral wheel to a conventional camera with a broadband response. Such a wheel contains multiple optical bandpass filters for selecting different wavelength regions. The wheel may be continuously rotating, or alternatively one may randomly select one filter at a time with computer control. This technical approach has the advantage that one can easily choose from a variety of filters, depending on the specific application.
Combination of Cameras or Image Sensors
One may employ a combination of cameras, for example one for visible light (with 3 or 4 channels) and one or more infrared cameras. Each of the cameras may be equipped with bandpass filters for limiting the sensitivity to a certain spectral region. Each optical system can then be optimized for the relevant spectral region, and less specialized image sensors are required. Disadvantages are that one requires multiple camera objectives and needs to ensure good spatial overlap of the obtained images (which is most difficult for near objects).
A mixed approach is to use common optics for all wavelengths, but to separate the different wavelength channels before sending the light to several image sensors.
Scanning Instruments
One can also employ the principle of scanning imagers, which is most often realized for hyperspectral imaging. The most common method is to select only image information along a line, using an optical slit in an image plane, and to disperse the different wavelength components in the direction perpendicular to that line. A complete image needs to be assembled by combining recordings for different orientations of the camera, the slit or the object. One may not necessarily assign one spectral bin to each pixel in the direction of spectral dispersion, but combine multiple pixel according to the required spectral channels.
The principle of line scanning is often used with instruments in moving objects such as airplanes and satellites; it is sufficient to subsequently make recordings for one line perpendicular to the flight direction, and to assemble those to obtain complete images, which can cover large elongated areas. Similarly, stationary scanning instruments are used for inspecting objects on conveyor belts in industrial factories.
One may alternatively use point scanning, which has the advantage that one can use a simple kind of spectrometer, for example an acousto-optic tunable filter. However, this may lead to longer acquisition times and stronger motion artifacts.
Applications of Multispectral Imaging
Some examples of applications of multispectral imaging are shortly explained in the following:
- Multispectral instruments on satellites are used for various kinds of Earth monitoring from space, for example for geological surveys, for environmental monitoring and for military surveillance. Various wavelengths channels can be used for monitoring vegetation (e.g. agricultural crops, biomass mapping), while others are useful for detecting minerals, non-authorized land use, buildings, etc.
- Smaller regions on Earth can be monitored with instruments on airplanes or drones, which allow for higher spatial resolutions. The purposes can be similar as for satellite instruments, for example monitoring the development of agricultural crops or the detection of forest fires.
- Space- or ground-based military installations can be used for detecting and tracking aircraft and missiles. Multispectral data can be beneficial to obtain more specific information on those objects.
- For medical diagnostics, one can take multispectral images e.g. of the skin.
- Some applications are in colorimetry; it can be helpful not only to have more complete spectral information than only of RGB type.
- Objects with specific spectral features can be used for authentication purposes, preventing the simple use of color copiers.
Frequently Asked Questions
What is multispectral imaging?
Multispectral imaging is a technique for obtaining images in multiple, discrete spectral channels. These channels can be within the visible spectrum but often extend into the ultraviolet and infrared regions.
How is multispectral imaging different from color photography?
While color photography uses three broad spectral channels (red, green, and blue), multispectral imaging typically uses more than three channels which are often narrower and spectrally non-overlapping. This provides more detailed spectral information about an object.
What technologies are used for multispectral imaging?
Common methods include using a single sensor with multiple photodetectors per pixel, a standard camera with a rotating wheel of optical filters, a combination of several cameras for different spectral regions, or scanning instruments that build an image line by line.
What are typical applications of multispectral imaging?
Applications are diverse, including Earth monitoring from satellites for agriculture and geology, military surveillance, medical diagnostics (e.g., skin analysis), industrial inspection, and authentication of objects based on their spectral features.
What is a line-scanning multispectral imager?
A line-scanning imager captures spectral data for a single line of a scene at a time. A full two-dimensional image is then constructed by moving the imager or the object, which is a common method for instruments on satellites, airplanes, or industrial conveyor belts.
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