Thermal imaging cameras based on infrared focal plane arrays (IR FPA) are
increasingly used for day/night electro-optical observation systems. Thermal images
captured by such cameras are generally degraded by fixed pattern noises (FPN). The
most used Non-Uniformity Correction (NUC) technique to minimize the influence of
FPN and improve the infrared image quality of thermal cameras is the linear
calibration using the radiation sources such as blackbody simulators.
The image NUC should be implemented regularly or instantly in field
conditions when required. The blackbody simulators for this purpose are not popular
and generally customized by specific needs. Thus, the topic "Study on design and
fabrication of blackbody simulator for image non-uniformity correction of long-wave
infrared (8-12 m) thermal cameras" is chosen and performed in this thesis to
contribute an effort in solving such practical need. It is a new problem in the research
and development activity of Vietnam.
Purpose of thesis is to research on the efficient calculation methods and the
computational tools usable for designing and fabricating the compact and portable
blackbody simulator based on cylindrical-inner-cone cavity for NUC te
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MINISTRY OF EDUCATION
AND TRAINING
VIETNAM ACADEMY
OF SCIENCE AND TECHNOLOGY
GRADUATE UNIVERSITY OF SCIENCE AND TECHNOLOGY
...***
Nguyen Quang Minh
Study on Design and Fabrication of Blackbody Simulator for Image
Non-Uniformity Correction of Long-Wave Infrared (8-12 m) Thermal
Cameras
Major: Optics
Code: 9440110
SUMMARY OF DOCTORAL THESIS IN PHYSICS
Hanoi – 2018
The doctoral thesis was completed at Institute of Physics, Graduate University of
Science and Technology, Vietnam Academy of Science and Technology
Supervisors: 1. Prof. Dr. Nguyen Dai Hung
2. Dr. Ta Van Tuan
Reviewer 1: ..........................................................................
Reviewer 2: ..........................................................................
Reviewer 3: ..........................................................................
This doctoral thesis will be defensed at Graduate University of Science and Technology,
Vietnam Academy of Science and Technology on .....hour....., date .....month.....year.....
This doctoral thesis can be found at:
- Library of the Graduate University of Science and Technology
- National Library of Vietnam
25
LIST OF PUBLICATIONS
1. Nguyen Quang Minh, Nguyen Van Thanh, and Nguyen Ba Thi, "Non-Uniformity
of Infrared Imaging Systems using FPA and some Its Correction Techniques," in Hội
nghị Hội nghị Quang học, Quang phổ Toàn quốc lần thứ VII, Session C: Optics,
Laser and Applications, C-24, HCMC, Vietnam, 2012.
2. Nguyen Quang Minh, Ta Van Tuan, and Nguyen Van Binh, "Design
Considerations of a Simple Optical LWIR Imaging System," in Hội nghị Quang học,
Quang phổ Toàn quốc lần thứ VII, Session C: Lasers, Optics and Applications, C-32,
HCMC, Vietnam, 2012.
3. Nguyễn Quang Minh and Tạ Văn Tuân, "Thiết kế ống kính tạo ảnh hồng ngoại xa
cho một camera ảnh nhiệt không làm lạnh," Tạp chí Nghiên cứu khoa học và công
nghệ quân sự, ISSN 1859-1043, (2013) pp. 104-112.
4. Tạ Văn Tuân and Nguyễn Quang Minh, "Phân tích một hệ quang vô tiêu vùng
hồng ngoại xa," Tạp chí Nghiên cứu khoa học và công nghệ quân sự, ISSN 1859-
1403, (2013) pp. 96-103.
5. Nguyen Quang Minh and Ta Van Tuan, "Evaluation of the Emissivity of an
Isothermal Diffuse Cylindro-Inner-Cone Blackbody Simulator Cavity" in
Proceedings of The 3rd Academic Conference on Natural Science for Master and
PhD Students from ASEAN Countries, CASEAN, Phnompenh, Cambodia, (2014) pp.
397-405. ISBN 978-604-913-088-5.
6. Nguyen Quang Minh and Ta Van Tuan, "Design of a Cylinder-Inner-Cone
Blackbody Simulator Cavity based on Absorption of Reflected Radiation Model," in
Proceedings of The 3rd Academic Conference on Natural Science for Master and
PhD Students from Asean Countries, CASEAN, Phnompenh, Cambodia, (2014),
pp.111-121. ISBN 978-604-913-088-5.
7. Ta Van Tuan and Nguyen Quang Minh, "Calculation of Effective Emissivity of
the Conical Base of Isotherrmal Diffuse Cylindrical-Inner-Cone Cavity using
Polynomial Interpolation Technique" Communications in Physics, vol. 26, no. 4, pp.
335-343, (2016). ISSN 0868-3166, Viện Hàn lâm KH&CN VN.
8. Nguyen Quang Minh and Nguyen Van Binh, "Evaluation of Average Directional
Effective Emissivity of Isotherrmal Cylindrical-inner-cone Cavities Using Monte-
Carlo Method", Communications in Physics, vol.27, no.4, pp.357-367, (2017). ISSN
0868-3166, Viện Hàn lâm KH&CN VN.
24
CONCLUSIONS
From the requirements arising in practice of thermal imaging cameras research
and development in Vietnam, we have chosen the topic " Study on design and
fabrication of blackbody simulator for image non-uniformity correction of long -
wave infrared (8-12 m) thermal cameras".
The main results and new points of this thesis are:
- The effective emissivity of the diffuse and isothermal cylindrical - inner -
cone cavity has been calculated using the polynomial interpolation technique for the
angle factor integrals describing the radiation exchange inside the cavity. The
interpolation - calculated results are approximately accurate in comparison with those
obtained by the analytical methods. This approach is a rather new in the practice of
cavity effective emissivity calculation.
- The Monte Carlo radiation absorption simulation algorithm using the 2 -
dimentional, directional - diffuse surface reflection model has been developed for the
system design of the cylindrical - inner - cone blackbody cavity. It can calculate the
normal effective emissivity of the isothermal cavity with any system parameters. The
developed algorithm is light, simple in computation and helpful in practice of
radiation cavity design.
- The research on system design of the cylindrical - inner - cone cavity has
been implemented using the developed Monte Carlo algorithm. The system
parameters of the cavity have been determined through the simulation - based
optimization method. The simulation - calculated values have been verified by the
polynomial interpolation technique to prove their reliability.
- The blackbody simulator based on the cylindrical - inner- cone cavity with
determined system design has been fabricated. It has been experimentally
characterized to meet all the requirements. This blackbody simulator has been used in
two-point calibration - based image non-uniformity correction (NUC) for thermal
cameras in the room and field conditions.
Further research direction
- Study of design and fabrication of blackbody simulators for image NUC of
Mid-Wave Infrared (MWIR) thermal cameras.
- Research on development of efficient 2-point calibration NUC algorithm for
thermal cameras developed in Nacentech.
1
INTRODUCTION
Thermal imaging cameras based on infrared focal plane arrays (IR FPA) are
increasingly used for day/night electro-optical observation systems. Thermal images
captured by such cameras are generally degraded by fixed pattern noises (FPN). The
most used Non-Uniformity Correction (NUC) technique to minimize the influence of
FPN and improve the infrared image quality of thermal cameras is the linear
calibration using the radiation sources such as blackbody simulators.
The image NUC should be implemented regularly or instantly in field
conditions when required. The blackbody simulators for this purpose are not popular
and generally customized by specific needs. Thus, the topic "Study on design and
fabrication of blackbody simulator for image non-uniformity correction of long-wave
infrared (8-12 m) thermal cameras" is chosen and performed in this thesis to
contribute an effort in solving such practical need. It is a new problem in the research
and development activity of Vietnam.
Purpose of thesis is to research on the efficient calculation methods and the
computational tools usable for designing and fabricating the compact and portable
blackbody simulator based on cylindrical-inner-cone cavity for NUC technique of
LWIR (8-12 m spectral band) thermal cameras in the field conditions.
Research scope of thesis:
- Study on processes of thermal radiation exchange inside real cavity and
cavity radiation characteristics.
- Study on methods of cavity effective emissivity calculation and blackbody
radiation sources characterization.
- Research in development of computational tools and techniques for
calculation of effective emissivity of cylindrical-inner-cone cavity.
- Design and fabrication of blackbody simulator based on cylindrical-inner-
cone cavity. Practical applications of created blackbody in image NUC of thermal
cameras.
Structure of thesis:
Except the introduction and the conclusion parts, the thesis contents of 4
chapters as following:
Chapter 1: Theoretical basics of blackbody radiation.
Chapter 2: Methods of determination of blackbody cavity radiation characteristics.
Chapter 3: Study of calculation of directional effective emissivity of cylindrical-
inner-cone cavity.
Chapter 4: Research in design, fabrication and characterization of blackbody
simulator based on cylindrical-inner-cone cavity for image non-uniformity correction
of thermal cameras.
Methodology of research: the research in thesis is carried out by theoretical
calculation combined with experimental methods. The main scientific and practical
contributions of thesis are:
2
- Calculation of the effective emissivity of the isothermal diffuse cylindrical-
inner-cone cavity using polynomial interpolation technique for the integral equations
describing radiation exchanges inside cavity. This approach is almost not found in
published scientific literature concerning blackbody cavity calculation till 2016.
- Calculation of the normal effective emissivity of the isothermal cylindrical-
inner-cone cavity using self - developed algorithm based on Monte Carlo simulation
of cavity radiation. In this algorithm the interaction of radiation is modelled by a 2 -
dimensional, directional - diffuse reflectance distribution function of surface. Thus, it
is considerably new contribution in Monte Carlo simulation methods applied in
blackbody cavity system designing.
- Design and fabrication of the blackbody simulator based on cylindrical-inner-
cone cavity working in 8-12 m spectral band. Achievements in this thesis are useful
for image NUC of thermal cameras in room and field conditions and have meaningful
contributions in practice of R&D activity, application and technical service of
thermal cameras developed for special uses in Vietnam.
- The research results of thesis were presented and published in scientific
journals /periodicals and in proceedings of Vietnam and international conferences.
CHAPTER 1: THEORETICAL BASICS OF BLACKBODY
RADIATION
1.1. Radiometric quantities
The therrmal radiation emitting by a surface has continuous spectrum and its
energy distribution depends on radiation wavelength and direction [26,28,43]. The
thermal radiation travels in space and interacts with the optical materials in
compliance with the optical laws. The characteristic radiometric quantities such as
radiant power (flux) , radiance L, exitance M, radiant intensity I and irradiance E
are introduced. Among them, the spectral radiance in spherical coordinate system is
defined as follows [26,43-45,47]:
(1.3)
where is the power emitted by a surface area unit into a solid angle unit
around the direction , is the radiation wavelength, and are the angular
coordinates in the spherical coordinate system.
1.2. Radiation absorption, reflection and transmission
Assume that the radiation interacts with the optical material in the thermal
equilibrium conditions. According to the energy conservation law, we have [44,45]:
(1.12)
where , , and are the radiant powers of irradiation, reflection,
absorption and transmission, respectively; are the spectral reflectivity,
absorptivity and transmissivity of material , respectively.
1.3. Absolute blackbody radiation
23
simulator. Suppose that at the temperatures T1 T2 the source emits the radiations
and . If were the calibrated grey values of image
pixels, than and can be found by solving the system of equations:
(4.13)
The image affected by FPN at 20C and its grey level histogram are presented
in Fig. 4.29(a) and Fig. 4.30(a). The NUC results are shown in Fig. 4.29(b),
Fig.4.30(b) and in the Table 4.10. The fabricated blackbody simulator also has been
used to perform NUC for the thermal cameras in the field operation, independent of
the weather conditions.
Table 4.10: Evaluation of image non-uniformity (NU)
No
Blackbody
temperature TPV (C)
NU(/mean),(%)
Before NUC After NUC
1 27 28,6 1,9
2 25 29,1 1,9
3 22 29,8 1,7
4 20 30,3 1,5
5 18 30,9 1,9
6 15 31,7 1,8
7 12 32,6 1,9
Average NU 30,4 1,8
4.6. Conclusions for Chapter 4
The system design parameters of the cavity are determined by the simulation -
based optimization method through evaluating the distribution of of the cavity
depending on those parameters. The results obtained by the simulation algorithm are
then evaluated by the polynomial interpolation technique, which shows that their
reliability is satisfactory. The fabricated blackbody simulator consists of the designed
cavity, the TE heat source AC-027 which is controlled by the Yamatake SDC15
temperature controller with the Omron E52-CA1DY temperature sensor.
The experimental results show that the designed and fabricated blackbody
simulator meets all the technical and user requirements. It has been used to perform
NUC for the LWIR thermal cameras in the room conditions with the image NU after
NUC is 1,8% or is 17 times lower than those before NUC. This blackbody simulator
also has been used to perform NUC for thermal cameras in the field, independent of
the weather conditions.
22
4.5. Image non-uniformity correction for thermal cameras
The digitalized image pixel value of the thermal camera can be represented by
the linear expression [5,18,20,29,122,123]:
(4.10)
where is the data of position (r,c) of the input image, are the
multiplicative and additive coefficients, respectively. The image non-uniformity
correction includes the update of the coefficients in the Eq. (4.10) to calibrate the
value of the output image.
Fig. 4.29: The blackbody radiation images at 20C before (a) and after (b) NUC.
Fig.4.30: The grey level histograms of the blackbody radiation images at 20C
before (a) and after (b) NUC.
We have set up a model of thermal camera that consists of the IR118 uncooled
module based on 384x288 a-Si microbolometer FPA, the unfocal IR lens [35], the iris
(aperture from 1,0...41,3 mm), and the image-forming IR lens [36]. The image
uniformity of this camera is evaluated by the NU criteria. The video image of IR118
module is captured by the PX610 (Cyber Optics) frame grabber and the grey value of
image pixels can be represented by the linear expression:
(4.12)
The image non-uniformity correction based on two-point calibration technique
for this thermal camera is implemented by exposing the camera to the blackbody
(a) (b)
(a) (b)
3
Absolute (perfect) blackbody can absorb all incident electromagnetic radiation
at any temperature, regardless of its wavelength or direction (angle of incidence). The
blackbody radiation is described according to the Plank's law and its spectrum is
determined by the temperature only [26,50]:
(1.15)
where c1 and c2 are the radiation coefficients, and are the blackbody spectral
exitance and radiance at the temperature T. Blackbody radiation also is described by
the Stefan-Boltzmann's and the Wien's laws.
1.4. Blackbody simulator radiation theory
1.4.1. Real body radiation
The radiation capability of real body is characterized by a physical quantity -
emissivity . It is defined as the ratio between radiation quantities of real body
at temperature T and those of absolute blackbody at same temperature describing
"blackness" of real body in comparison with absolute one [26,28,47]:
(1.20)
The radiation characteristics of the real body are just approximate of those of
the perfect blackbody at certain temperatures and spectral ranges [51,52].
1.4.2. Blackbody simulator cavity
In practice, there are 2 kind of popular radiation sources: (i) Blackbody
simulators based on cavities, and (ii) Flat plate radiation sources [26,28,30,43,50].
1.4.2.1. Cavity shapes
The radiation of isothermal cavity has the characteristics nearly like those of the
perfect blackbody [26,30,47]. The radiation flux at aperture of the cylindrical-inner-cone
cavity is relatively collimated and distributed similarly to those of the cylindrical one, but
with smaller divergence and higher emissivity. Its uniformity is better than that of the
conical shaped cavity. Even more, the cylindrical-inner-cone cavity can be fabricated in
affordable, lightweight and compact forms, with large aperture and shorten cylinder length
[26,41,53].., that satisfy requirements stated in this thesis.
1.4.2.2. Radiant flux from cavity surface
The outgoing radiant flux from a surface in the direction (Fig.1.6) has the
spectral radiance , which can be represented as the sum of the intrinsic surface
radiance and the radiance of surface reflection portion [26]:
(1.21)
(1.22)
(1.23)
where is the intrinsic surface emissivity, is the surface Bi-
directional Reflectance Distribution Function (BRDF) [26,28,54-56], is the
4
perfect blackbody spectral radiance at temperature T, is the spectral irradiance,
and are the incident angle and solid angle, respectively. If the cavity surfaces were
diffuse, the irradiation onto the surface can be represented by the angle factors
describing the solid angles, under which this surface is "seeing" other ones inside the
cavity [26,28,39,40,45,50]. Evidently, radiant flux of cavity surface is always greater
than that of flat radiation source at same conditions (cavity effect) [26,28].
Fig.1.6: Radiant flux of blackbody cavity surface.
1.4.2.3. Effective emissivity of cavity
A blackbody simulator based on cavity is characterized by the effective
emissivity, , that is disimilar to the emissivity of the material, . The local spectral
directional effective emissivity is primary radiation characteristic of the blackbody
simulator that can be defined as [26,28,47]:
(1.25)
where is the local spectral radiance of surface area unit of cavity at
coordinate in direction ; is the spectral radiance of absolute
blackbody at reference temperature .
Other effective quantity such as the total local directional , local
spectral hemispherical , and total hemispherical effective
emissivity can be also defined from Eq.(1.25).
1.4.2.4. Radiation temperature
The cavity radiance temperature is defined as [28]:
(1.30)
Commonly, the term radiation temperature rather than radiance temperature is
used and is defined as follows [28]:
(1.31)
A1
21
The IT-545 (Horiba) portable infrared thermometer is used to measure the
temperature distribution on 3 areas of the conical surface: around the apex of the cone
(P1), in the middle of the cone (P2) and nearby the base of the cone (P3). As
presented in Table 4.7. the temperature differences between areas are in the range of
0,1C...0,3C and the temperature distribution on the conical surface can be
considered quite uniform. The values TTB are a bit higher than TSV due to the
temperature gradient depending on the thermal conductivity density of the cone. The
differences between them become larger as the temperature offsets of the opposite
surfaces increase. However, these deviations are within the acceptable range ((1K
[16]). As the cylinder of cavity is short enough, so the contribution of its radiation in
the normal directional radiation of the cavity is negligible.
Fig.4.22: The spectral radiance of blackbody simulator measured
experimentally.
The radiation characteristics of the fabricated blackbody simulator are
evaluated by using the SR-5000 (CI Systems) spectroradiometer. The output data of
SR-5000 are the values of the spectral radiance of the measured sample source
(Fig 4.22) at TSV =16, maximum wavelength =10,2 m, corresponding to the
reference temperature of the perfect blackbody T = 290K, max = 10 m. In the
spectral ranges of 5,5m 8,0 m and 12,0 m, the experimental spectral
radiance decreases sharply, possibly related to the absorption caused of water vapor
during the measurements. The average normal effective emissivity of the cavity is
defined as:
(4.8)
Around the wavelength =10m the effective emissivity is up to 0,999 that
matched with the theoretical calculation result. In the spectral range of
, is 0,973 that sati