Thermography

Last updated
Thermogram of a traditional building in the background and a "passive house" in the foreground Passivhaus thermogram gedaemmt ungedaemmt.png
Thermogram of a traditional building in the background and a "passive house" in the foreground

Infrared thermography (IRT), thermal video and/or thermal imaging, is a process where a thermal camera captures and creates an image of an object by using infrared radiation emitted from the object in a process, which are examples of infrared imaging science. Thermographic cameras usually detect radiation in the long-infrared range of the electromagnetic spectrum (roughly 9,000–14,000 nanometers or 9–14 μm) and produce images of that radiation, called thermograms. Since infrared radiation is emitted by all objects with a temperature above absolute zero according to the black body radiation law, thermography makes it possible to see one's environment with or without visible illumination. The amount of radiation emitted by an object increases with temperature; therefore, thermography allows one to see variations in temperature. When viewed through a thermal imaging camera, warm objects stand out well against cooler backgrounds; humans and other warm-blooded animals become easily visible against the environment, day or night. As a result, thermography is particularly useful to the military and other users of surveillance cameras.

Contents

Thermogram of a cat Termografia kot.jpg
Thermogram of a cat

Some physiological changes in human beings and other warm-blooded animals can also be monitored with thermal imaging during clinical diagnostics. Thermography is used in allergy detection and veterinary medicine. Some alternative medicine practitioners promote its use for breast screening, despite the FDA warning that "those who opt for this method instead of mammography may miss the chance to detect cancer at its earliest stage". [1] Government and airport personnel used thermography to detect suspected swine flu cases during the 2009 pandemic. [2]

Thermal imaging camera and screen. Thermal imaging can detect elevated body temperature, one of the signs of the virus H1N1 (swine influenza). Airport Thermographic Camera.jpg
Thermal imaging camera and screen. Thermal imaging can detect elevated body temperature, one of the signs of the virus H1N1 (swine influenza).

Thermography has a long history, although its use has increased dramatically with the commercial and industrial applications of the past fifty years. Firefighters use thermography to see through smoke, to find persons, and to localize the base of a fire. Maintenance technicians use thermography to locate overheating joints and sections of power lines, which are a sign of impending failure. Building construction technicians can see thermal signatures that indicate heat leaks in faulty thermal insulation and can use the results to improve the efficiency of heating and air-conditioning units.

The appearance and operation of a modern thermographic camera is often similar to a camcorder. Often the live thermogram reveals temperature variations so clearly that a photograph is not necessary for analysis. A recording module is therefore not always built-in.

Specialized thermal imaging cameras use focal plane arrays (FPAs) that respond to longer wavelengths (mid- and long-wavelength infrared). The most common types are InSb, InGaAs, HgCdTe and QWIP FPA. The newest technologies use low-cost, uncooled microbolometers as FPA sensors. Their resolution is considerably lower than that of optical cameras, mostly 160x120 or 320x240 pixels, up to 1280 x 1024 [3] for the most expensive models. Thermal imaging cameras are much more expensive than their visible-spectrum counterparts, and higher-end models are often export-restricted due to the military uses for this technology. Older bolometers or more sensitive models such as InSb require cryogenic cooling, usually by a miniature Stirling cycle refrigerator or liquid nitrogen.

Thermal energy

Human-Infrared.jpg
Human-Visible.jpg
A comparison of a thermal image (top) and an ordinary photograph (bottom). The plastic bag is mostly transparent to long-wavelength infrared, but the man's glasses are opaque.
This thermogram shows excessive heating on a terminal in an industrial electrical fuse block. Electrical fault.jpg
This thermogram shows excessive heating on a terminal in an industrial electrical fuse block.

Thermal images, or thermograms, are actually visual displays of the amount of infrared energy emitted, transmitted, and reflected by an object. Because there are multiple sources of the infrared energy, it is difficult to get an accurate temperature of an object using this method. A thermal imaging camera is capable of performing algorithms to interpret that data and build an image. Although the image shows the viewer an approximation of the temperature at which the object is operating, the camera is actually using multiple sources of data based on the areas surrounding the object to determine that value rather than detecting the actual temperature. [4]

This phenomenon may become clearer upon consideration of the formula:

Incident Radiant Power = Emitted Radiant Power + Transmitted Radiant Power + Reflected Radiant Power;

where incident radiant power is the radiant power profile when viewed through a thermal imaging camera. Emitted radiant power is generally what is intended to be measured; transmitted radiant power is the radiant power that passes through the subject from a remote thermal source, and; reflected radiant power is the amount of radiant power that reflects off the surface of the object from a remote thermal source.

This phenomenon occurs everywhere, all the time. It is a process known as radiant heat exchange, since radiant power × time equals radiant energy. However, in the case of infrared thermography, the above equation is used to describe the radiant power within the spectral wavelength passband of the thermal imaging camera in use. The radiant heat exchange requirements described in the equation apply equally at every wavelength in the electromagnetic spectrum.

If the object is radiating at a higher temperature than its surroundings, then power transfer will be taking place and power will be radiating from warm to cold following the principle stated in the second law of thermodynamics. So if there is a cool area in the thermogram, that object will be absorbing the radiation emitted by the warm object.

The ability of objects to emit is called emissivity , to absorb radiation is called absorptivity . Under outdoor environments, convective cooling from wind may also need to be considered when trying to get an accurate temperature reading.

The thermal imaging camera would next employ a series of mathematical algorithms. Since the camera is only able to see the electromagnetic radiation that is impossible to detect with the human eye, it will build a picture in the viewer and record a visible picture, usually in a JPG format.

In order to perform the role of non-contact temperature recorder, the camera will change the temperature of the object being viewed with its emissivity setting.

Other algorithms can be used to affect the measurement, including the transmission ability of the transmitting medium (usually air) and the temperature of that transmitting medium. All these settings will affect the ultimate output for the temperature of the object being viewed.

This functionality makes the thermal imaging camera an excellent tool for the maintenance of electrical and mechanical systems in industry and commerce. By using the proper camera settings and by being careful when capturing the image, electrical systems can be scanned and problems can be found. Faults with steam traps in steam heating systems are easy to locate.

In the energy savings area, the thermal imaging camera can do more. Because it can see the effective radiation temperature of an object as well as what that object is radiating towards, it can help locate sources of thermal leaks and overheated regions as well.

Emissivity

Emissivity is a term that is often misunderstood and misused. It represents a material's ability to emit thermal radiation and is an optical property of matter.

Each material has a different emissivity, which may vary by temperature and infrared wavelength. [5] For example, clean metal surfaces have emissivity that decreases at longer wavelengths; many dielectric materials, such as quartz (SiO2), sapphire (Al2O3), calcium fluoride (CaF2), etc. have emissivity that increases at longer wavelength; simple oxides, such as iron oxide (Fe2O3) display relatively flat emissivity in the infrared spectrum.

A material's emissivity can range from a theoretical 0.00 (completely not-emitting) to an equally theoretical 1.00 (completely emitting). An example of a substance with low emissivity would be silver, with an emissivity coefficient of .02. An example of a substance with high emissivity would be asphalt, with an emissivity coefficient of .98.

A black body is a theoretical object with an emissivity of 1 that radiates thermal radiation characteristic of its contact temperature. That is, if the contact temperature of a thermally uniform black body radiator were 50 °C (122 °F), the black body would emit thermal radiation characteristic of 50 °C (122 °F).

Thermogram of a snake held by a human Wiki stranglesnake.jpg
Thermogram of a snake held by a human

An ordinary object emits less infrared radiation than a theoretical black body. The fraction of its actual emission to the theoretical emission (of the black body) is its emissivity (or emissivity coefficient).

In order to make a temperature measurement of an object using an infrared imager, it is necessary to estimate or determine the object's emissivity. For quick work, a thermographer may refer to an emissivity table for a given type of object, and enter that value into the imager. The imager would then calculate the object's contact temperature based on the value entered from the table and the object's emission of infrared radiation as detected by the imager.

In order to get a more accurate temperature measurement, a thermographer may apply a standard material of known, high emissivity to the surface of the object. The standard material might be as complex as industrial emissivity spray produced specifically for the purpose, or as simple as standard black insulation tape, with an emissivity of about 0.97. The object's known temperature can then be measured using the standard emissivity. If desired, the object's actual emissivity (on a part of the object that is not covered by the standard material) can then be determined by adjusting the imager's setting to the known temperature. There are situations, however, when such an emissivity test is not possible due to dangerous or inaccessible conditions. In these situations, the thermographer must rely on tables.

Difference from infrared film

IR film is sensitive to infrared (IR) radiation in the 250 to 500 °C (482 to 932 °F) range, while the range of thermography is approximately −50 to 2,000 °C (−58 to 3,632 °F). So, for an IR film to work thermographically, the measured object must be over 250 °C (482 °F) or be reflecting infrared radiation from something that is at least that hot.

Night vision infrared devices image in the near-infrared, just beyond the visual spectrum, and can see emitted or reflected near-infrared in complete visual darkness. However, again, these are not usually used for thermography due to the high temperature requirements, but are instead used with active near-IR sources.

Starlight-type night vision devices generally only magnify ambient light.

Passive vs. active thermography

All objects above the absolute zero temperature (0  K) emit infrared radiation. Hence, an excellent way to measure thermal variations is to use an infrared vision device, usually a focal plane array (FPA) infrared camera capable of detecting radiation in the mid (3 to 5 μm) and long (7 to 14 μm) wave infrared bands, denoted as MWIR and LWIR, corresponding to two of the high transmittance infrared windows. Abnormal temperature profiles at the surface of an object are an indication of a potential problem. [6]

In passive thermography, the features of interest are naturally at a higher or lower temperature than the background. Passive thermography has many applications such as surveillance of people on a scene and medical diagnosis (specifically thermology).

In active thermography, an energy source is required to produce a thermal contrast between the feature of interest and the background. The active approach is necessary in many cases given that the inspected parts are usually in equilibrium with the surroundings. Given the super-linearities of the black-body radiation, active thermography can also be used to enhance the resolution of imaging systems beyond their diffraction limit or to achieve super-resolution microscopy. [7]

Advantages

Thermography shows a visual picture so temperatures over a large area can be compared. [8] [9] [10] It is capable of catching moving targets in real time. [8] [9] [10] It is able to find deterioration, i.e., higher temperature components prior to their failure. It can be used to measure or observe in areas inaccessible or hazardous for other methods. It is a non-destructive test method. It can be used to find defects in shafts, pipes, and other metal or plastic parts. [11] It can be used to detect objects in dark areas. It has some medical application, essentially in physiotherapy.

Limitations and disadvantages

There are various cameras cheaper and more expensive. Quality cameras often have a high price range (often US$3,000 or more) due to the expense of the larger pixel array (state of the art 1280 x 1024), while less expensive models (with pixel arrays of 40x40 up to 160x120 pixels) are also available. Fewer pixels reduce the image quality making it more difficult to distinguish proximate targets within the same field of view.

There is also a difference in refresh rate. Some cameras may only have a refreshing value of 5 –15 Hz, other (e.g. FLIR X8500sc [3] ) 180 Hz or even more in no full window mode.

Also the lens can be integrated or not.

Many models do not provide the irradiance measurements used to construct the output image; the loss of this information without a correct calibration for emissivity, distance, and ambient temperature and relative humidity entails that the resultant images are inherently incorrect measurements of temperature. [12]

Images can be difficult to interpret accurately when based upon certain objects, specifically objects with erratic temperatures, although this problem is reduced in active thermal imaging. [13]

Thermographic cameras create thermal images based on the radiant heat energy it receives. [14] As radiation levels are influenced by the emissivity and reflection of radiation such as sunlight from the surface being measured this causes errors in the measurements. [15]

Applications

Kite aerial thermogram revealing features on/under a grassed playing field. Thermal inertia and differential transpiration/evaporation are involved Kite aerial thermogram of Statford Court Playingfields, Stroud, Gloucestershire, UK.jpg
Kite aerial thermogram revealing features on/under a grassed playing field. Thermal inertia and differential transpiration/evaporation are involved
UAS thermal imagery of a solar panel array in Switzerland DroneMapper UAS Thermal Imagery.png
UAS thermal imagery of a solar panel array in Switzerland
AN/PAS-13 thermal rifle scope mounted on an AR-15 rifle ANPAS-13thermal.jpg
AN/PAS-13 thermal rifle scope mounted on an AR-15 rifle

Thermal imaging cameras convert the energy in the infrared wavelength into a visible light display. All objects above absolute zero emit thermal infrared energy, so thermal cameras can passively see all objects, regardless of ambient light. However, most thermal cameras only see objects warmer than −50 °C (−58 °F).

The spectrum and amount of thermal radiation depend strongly on an object's surface temperature. This makes it possible for a thermal imaging camera to display an object's temperature. However, other factors also influence the radiation, which limits the accuracy of this technique. For example, the radiation depends not only on the temperature of the object, but is also a function of the emissivity of the object. Also, radiation originates from the surroundings and is reflected in the object, and the radiation from the object and the reflected radiation will also be influenced by the absorption of the atmosphere.

Standards

ASTM International (ASTM)
International Organization for Standardization (ISO)

Biological counterpart

Thermography by definition is by means of an instrument (artifact), but some living creatures have natural organs that function as counterparts to bolometers, and thus possess a crude type of thermal imaging capability (thermoception). One of the best known examples is infrared sensing in snakes.

CCD and CMOS thermography

Color contours of temperature for a smoldering ember measured with a CMOS camera. A smoldering ember pyrometry.png
Color contours of temperature for a smoldering ember measured with a CMOS camera.

Non-specialized CCD and CMOS sensors have most of their spectral sensitivity in the visible light wavelength range. However, by utilizing the "trailing" area of their spectral sensitivity, namely the part of the infrared spectrum called near-infrared (NIR), and by using off-the-shelf CCTV camera it is possible under certain circumstances to obtain true thermal images of objects with temperatures at about 280 °C (536 °F) and higher. [27]

At temperatures of 600 °C and above, inexpensive cameras with CCD and CMOS sensors have also been used for pyrometry in the visible spectrum. They have been used for soot in flames, burning coal particles, heated materials, SiC filaments, and smoldering embers. [28] This pyrometry has been performed using external filters or only the sensor's Bayer filters. It has been performed using color ratios, grayscales, and/or a hybrid of both.

See also

Related Research Articles

<span class="mw-page-title-main">Electromagnetic spectrum</span> Range of frequencies or wavelengths of electromagnetic radiation

The electromagnetic spectrum is the full range of electromagnetic radiation, organized by frequency or wavelength. The spectrum is divided into separate bands, with different names for the electromagnetic waves within each band. From low to high frequency these are: radio waves, microwaves, infrared, visible light, ultraviolet, X-rays, and gamma rays. The electromagnetic waves in each of these bands have different characteristics, such as how they are produced, how they interact with matter, and their practical applications.

<span class="mw-page-title-main">Infrared</span> Form of electromagnetic radiation

Infrared is electromagnetic radiation (EMR) with wavelengths longer than that of visible light but shorter than microwaves. The infrared spectral band begins with waves that are just longer than those of red light, the longest waves in the visible spectrum, so IR is invisible to the human eye. IR is generally understood to include wavelengths from around 750 nm to 1000 μm. IR is commonly divided between longer-wavelength thermal IR, emitted from terrestrial sources, and shorter-wavelength IR or near-IR, part of the solar spectrum. Longer IR wavelengths (30–100 μm) are sometimes included as part of the terahertz radiation band. Almost all black-body radiation from objects near room temperature is in the IR band. As a form of electromagnetic radiation, IR carries energy and momentum, exerts radiation pressure, and has properties corresponding to both those of a wave and of a particle, the photon.

<span class="mw-page-title-main">Forward-looking infrared</span> Type of thermographic camera

Forward-looking infrared (FLIR) cameras, typically used on military and civilian aircraft, use a thermographic camera that senses infrared radiation.

<span class="mw-page-title-main">Thermal radiation</span> Electromagnetic radiation generated by the thermal motion of particles

Thermal radiation is electromagnetic radiation emitted by the thermal motion of particles in matter. Thermal radiation transmits as an electromagnetic wave through both matter and vacuum. When matter absorbs thermal radiation its temperature will tend to rise. All matter with a temperature greater than absolute zero emits thermal radiation. The emission of energy arises from a combination of electronic, molecular, and lattice oscillations in a material. Kinetic energy is converted to electromagnetism due to charge-acceleration or dipole oscillation. At room temperature, most of the emission is in the infrared (IR) spectrum. Thermal radiation is one of the fundamental mechanisms of heat transfer, along with conduction and convection.

<span class="mw-page-title-main">Thermographic camera</span> Imaging device using infrared radiation

A thermographic camera is a device that creates an image using infrared (IR) radiation, similar to a normal camera that forms an image using visible light. Instead of the 400–700 nanometre (nm) range of the visible light camera, infrared cameras are sensitive to wavelengths from about 1,000 nm to about 14,000 nm (14 μm). The practice of capturing and analyzing the data they provide is called thermography.

<span class="mw-page-title-main">Black-body radiation</span> Thermal electromagnetic radiation

Black-body radiation is the thermal electromagnetic radiation within, or surrounding, a body in thermodynamic equilibrium with its environment, emitted by a black body. It has a specific, continuous spectrum of wavelengths, inversely related to intensity, that depend only on the body's temperature, which is assumed, for the sake of calculations and theory, to be uniform and constant.

<span class="mw-page-title-main">Emissivity</span> Capacity of an object to radiate electromagnetic energy

The emissivity of the surface of a material is its effectiveness in emitting energy as thermal radiation. Thermal radiation is electromagnetic radiation that most commonly includes both visible radiation (light) and infrared radiation, which is not visible to human eyes. A portion of the thermal radiation from very hot objects is easily visible to the eye.

<span class="mw-page-title-main">Transparent ceramics</span> Ceramic materials that are optically transparent

Many ceramic materials, both glassy and crystalline, have found use as optically transparent materials in various forms from bulk solid-state components to high surface area forms such as thin films, coatings, and fibers. Such devices have found widespread use for various applications in the electro-optical field including: optical fibers for guided lightwave transmission, optical switches, laser amplifiers and lenses, hosts for solid-state lasers and optical window materials for gas lasers, and infrared (IR) heat seeking devices for missile guidance systems and IR night vision. In commercial and general knowledge domains, it is commonly accepted that transparent ceramics or ceramic glass are varieties of strengthened glass, such as those used for the screen glass on an iPhone.

<span class="mw-page-title-main">Far infrared</span> Light with 15-1000 μm wavelength

Far infrared (FIR) refers to a specific range within the infrared spectrum of electromagnetic radiation. It encompasses radiation with wavelengths ranging from 15 μm (micrometers) to 1 mm, which corresponds to a frequency range of approximately 20 THz to 300 GHz. This places far infrared radiation within the CIE IR-B and IR-C bands. The longer wavelengths of the FIR spectrum overlap with a range known as terahertz radiation. Different sources may use different boundaries to define the far infrared range. For instance, astronomers often define it as wavelengths between 25 μm and 350 μm. Infrared photons possess significantly lower energy than photons in the visible light spectrum, with tens to hundreds of times less energy.

<span class="mw-page-title-main">Passive infrared sensor</span> Electronic sensor that measures infrared light

A passive infrared sensor is an electronic sensor that measures infrared (IR) light radiating from objects in its field of view. They are most often used in PIR-based motion detectors. PIR sensors are commonly used in security alarms and automatic lighting applications.

<span class="mw-page-title-main">Infrared thermometer</span> Thermometer which infers temperature by measuring infrared energy emission

An infrared thermometer is a thermometer which infers temperature from a portion of the thermal radiation sometimes called black-body radiation emitted by the object being measured. They are sometimes called laser thermometers as a laser is used to help aim the thermometer, or non-contact thermometers or temperature guns, to describe the device's ability to measure temperature from a distance. By knowing the amount of infrared energy emitted by the object and its emissivity, the object's temperature can often be determined within a certain range of its actual temperature. Infrared thermometers are a subset of devices known as "thermal radiation thermometers".

<span class="mw-page-title-main">Infrared heater</span> Device designed to create radiative heat

An infrared heater or heat lamp is a heating appliance containing a high-temperature emitter that transfers energy to a cooler object through electromagnetic radiation. Depending on the temperature of the emitter, the wavelength of the peak of the infrared radiation ranges from 750 nm to 1 mm. No contact or medium between the emitter and cool object is needed for the energy transfer. Infrared heaters can be operated in vacuum or atmosphere.

A flame detector is a sensor designed to detect and respond to the presence of a flame or fire, allowing flame detection. Responses to a detected flame depend on the installation, but can include sounding an alarm, deactivating a fuel line, and activating a fire suppression system. When used in applications such as industrial furnaces, their role is to provide confirmation that the furnace is working properly; it can be used to turn off the ignition system though in many cases they take no direct action beyond notifying the operator or control system. A flame detector can often respond faster and more accurately than a smoke or heat detector due to the mechanisms it uses to detect the flame.

Thermographic inspection refers to the nondestructive testing (NDT) of parts, materials or systems through the imaging of the temperature fields, gradients and/or patterns ("thermograms") at the object's surface. It is distinguished from medical thermography by the subjects being examined: thermographic inspection generally examines inanimate objects, while medical thermography generally examines living organisms. Generally, thermographic inspection is performed using an infrared sensor.

Infrared vision is the capability of biological or artificial systems to detect infrared radiation. The terms thermal vision and thermal imaging, are also commonly used in this context since infrared emissions from a body are directly related to their temperature: hotter objects emit more energy in the infrared spectrum than colder ones.

<span class="mw-page-title-main">Infrared and thermal testing</span>

Infrared and thermal testing refer to passive thermographic inspection techniques, a class of nondestructive testing designated by the American Society for Nondestructive Testing (ASNT). Infrared thermography is the science of measuring and mapping surface temperatures.

"Infrared thermography, a nondestructive, remote sensing technique, has proved to be an effective, convenient, and economical method of testing concrete. It can detect internal voids, delaminations, and cracks in concrete structures such as bridge decks, highway pavements, garage floors, parking lot pavements, and building walls. As a testing technique, some of its most important qualities are that (1) it is accurate; (2) it is repeatable; (3) it need not inconvenience the public; and (4) it is economical."

Stray light is light in an optical system which was not intended in the design. The light may be from the intended source, but follow paths other than intended, or it may be from a source other than that intended. This light will often set a working limit on the dynamic range of the system; it limits the signal-to-noise ratio or contrast ratio, by limiting how dark the system can be. Ocular straylight is stray light in the human eye.

<span class="mw-page-title-main">Non-ionizing radiation</span> Harmless low-frequency radiation

Non-ionizingradiation refers to any type of electromagnetic radiation that does not carry enough energy per quantum to ionize atoms or molecules—that is, to completely remove an electron from an atom or molecule. Instead of producing charged ions when passing through matter, non-ionizing electromagnetic radiation has sufficient energy only for excitation. Non-ionizing radiation is not a significant health risk. In contrast, ionizing radiation has a higher frequency and shorter wavelength than non-ionizing radiation, and can be a serious health hazard: exposure to it can cause burns, radiation sickness, many kinds of cancer, and genetic damage. Using ionizing radiation requires elaborate radiological protection measures, which in general are not required with non-ionizing radiation.

Active thermography is an advanced nondestructive testing procedure, which uses a thermography measurement of a tested material thermal response after its external excitation. This principle can be used also for non-contact infrared non-destructive testing (IRNDT) of materials.

<span class="mw-page-title-main">Photovoltaic module analysis techniques</span>

Multiple different photovoltaic module analysis techniques are available and necessary for the inspection of photovoltaic (PV) modules, the detection of occurring degradation and the analysis of cell properties.

References

  1. "Breast Cancer Screening: Thermogram No Substitute for Mammogram". fda.gov. US Food and Drug Administration. 27 October 2017. Archived from the original on 23 June 2018. Retrieved 23 June 2018.
  2. "FLIR infrared cameras help detect the spreading of swine flu and other viral diseases". applegate.co.uk. 29 April 2009. Archived from the original on 29 February 2012. Retrieved 18 June 2013.
  3. 1 2 FLIR x8500sc Thermal imaging camera specifications. Retrieved on 2019-07-10.
  4. "Infrared Technology". thermalscope.com. Archived from the original on 8 November 2014. Retrieved 31 October 2014.
  5. Hapke B (19 January 2012). Theory of Reflectance and Emittance Spectroscopy. Cambridge University Press. p. 416. ISBN   978-0-521-88349-8.
  6. Maldague XP, Jones TS, Kaplan H, Marinetti S, Prystay M (2001). "Fundamentals of infrared and thermal testing.". In Maldague K, Moore PO (eds.). Nondestructive Handbook, Infrared and Thermal Testing z÷÷÷÷. Vol. 3 (3rd ed.). Columbus, Ohio: ASNT Press.
  7. Graciani G, Amblard F (December 2019). "Super-resolution provided by the arbitrarily strong superlinearity of the blackbody radiation". Nature Communications. 10 (1): 5761. Bibcode:2019NatCo..10.5761G. doi:10.1038/s41467-019-13780-4. PMC   6917796 . PMID   31848354.
  8. 1 2 3 Costello JT, McInerney CD, Bleakley CM, Selfe J, Donnelly AE (2012-02-01). "The use of thermal imaging in assessing skin temperature following cryotherapy: a review" (PDF). Journal of Thermal Biology. 37 (2): 103–110. doi:10.1016/j.jtherbio.2011.11.008.
  9. 1 2 3 Bach AJ, Stewart IB, Minett GM, Costello JT (September 2015). "Does the technique employed for skin temperature assessment alter outcomes? A systematic review" (PDF). Physiological Measurement. 36 (9): R27-51. Bibcode:2015PhyM...36R..27B. doi:10.1088/0967-3334/36/9/r27. PMID   26261099. S2CID   23259170.
  10. 1 2 3 Bach AJ, Stewart IB, Disher AE, Costello JT (2015-02-06). "A comparison between conductive and infrared devices for measuring mean skin temperature at rest, during exercise in the heat, and recovery". PLOS ONE. 10 (2): e0117907. Bibcode:2015PLoSO..1017907B. doi: 10.1371/journal.pone.0117907 . PMC   4319934 . PMID   25659140.
  11. Using Thermography to Find a Class of Latent Construction Defects. Globalspec.com. Retrieved on 2013-06-18.
  12. F. Colbert, "Looking Under the Hood: Converting Proprietary Image File Formats Created within IR Cameras for Improved Archival Use", Professional Thermographers Association
  13. Infrared Temperature Theory and Application. Omega.com. Retrieved on 2013-06-18.
  14. "IR scanning handbook" (PDF). Nhatha. NETA. Retrieved 22 June 2019.
  15. Real Time Emissivity Measurement for Infrared Temperature Measurement. Pyrometer.com. Retrieved on 2013-06-18.
  16. Kylili A, Fokaides PA, Christou P, Kalogirou SA (2014). "Infrared thermography (IRT) applications for building diagnostics: A review". Applied Energy. 134: 531–549. Bibcode:2014ApEn..134..531K. doi:10.1016/j.apenergy.2014.08.005.
  17. Saxena, A; Ng, EYK; Lim, ST (October 2019). "Infrared (IR) thermography as a potential screening modality for carotid artery stenosis". Computers in Biology and Medicine. 113: 103419. doi:10.1016/j.compbiomed.2019.103419. PMID   31493579. S2CID   202003120.
  18. Saxena, Ashish; Raman, Vignesh; Ng, E. Y. K. (2 October 2019). "Study on methods to extract high contrast image in active dynamic thermography". Quantitative InfraRed Thermography Journal. 16 (3–4): 243–259. doi:10.1080/17686733.2019.1586376. hdl: 10356/144497 . S2CID   141334526.
  19. Saxena, A; Ng, EYK; Lim, ST (May 2020). "Active dynamic thermography to detect the presence of stenosis in the carotid artery". Computers in Biology and Medicine. 120: 103718. doi:10.1016/j.compbiomed.2020.103718. PMID   32250851. S2CID   215408087.
  20. Saxena, Ashish; Ng, E.Y.K.; Raman, Vignesh; Syarifuddin Bin Mohamed Hamli, Muhammad; Moderhak, Mateusz; Kolacz, Szymon; Jankau, Jerzy (December 2019). "Infrared (IR) thermography-based quantitative parameters to predict the risk of post-operative cancerous breast resection flap necrosis". Infrared Physics & Technology. 103: 103063. Bibcode:2019InPhT.10303063S. doi:10.1016/j.infrared.2019.103063. S2CID   209285015.
  21. Soroko M, Morel MC (2016). Equine thermography in practice. Wallingford - Boston: CABI. ISBN   9781780647876. LCCN   2016935227.
  22. Morgan Hughes; Paul Hopwood; Matilda Dolan; Ben Dolan (4 October 2022). "Applications of thermal imaging for bird surveys: examples from the field". Ringing and Migration: 1–4. doi:10.1080/03078698.2022.2123026. ISSN   0307-8698. Wikidata   Q114456608.
  23. Gaszczak A, Breckon TP, Han J (2011). "Real-time people and vehicle detection from UAV imagery". In Röning J, Casasent DP, Hall EL (eds.). Intelligent Robots and Computer Vision XXVIII: Algorithms and Techniques. Vol. 7878. pp. 78780B. Bibcode:2011SPIE.7878E..0BG. CiteSeerX   10.1.1.188.4657 . doi:10.1117/12.876663. hdl:1826/7589. S2CID   18710932.{{cite book}}: |journal= ignored (help)
  24. Pinggera P, Breckon TF, Bischof H (2012). "On Cross-Spectral Stereo Matching using Dense Gradient Features". Proceedings of the British Machine Vision Conference 2012. BMVA Press. pp. 103.1–103.12. doi:10.5244/C.26.103. ISBN   1-901725-46-4.
  25. Thermographic images in active volcanoes surveillance system — TIIMNet project Vesuvius and Solfatara INGV Naples Italy Archived 2012-07-10 at archive.today . Ipf.ov.ingv.it. Retrieved on 2013-06-18.
  26. Infrared Building Inspections — Resources for Electrical, Mechanical, Residential and Commercial Infrared/Thermal Inspections Archived 2018-08-06 at the Wayback Machine . Infrared-buildinginspections.com (2008-09-04). Retrieved on 2013-06-18.
  27. Porev VA, Porev GV (2004). "Experimental determination of the temperature range of a television pyrometer". Journal of Optical Technology. 71 (1): 70–71. Bibcode:2004JOptT..71...62P. doi:10.1364/JOT.71.000062.
  28. Kim, Dennis K.; Sunderland, Peter B. (2019). "Fire Ember Pyrometry Using a Color Camera (2019)". Fire Safety Journal . 106: 88–93. doi: 10.1016/j.firesaf.2019.04.006 . S2CID   145942969.