This is an introduction to an interesting application of Fourier analysis in tomography and image processing. The Radon transform and the exponential Radon transform are reviewed. Two medical imaging modalities are presented, the Computed Tomography (CT) and the Single Photon Emission Computed Tomography (SPECT). Differences between SPECT and CT are discussed. In CT, the source of radiation is outside the patient, while SPECT deals with self-radiating bodies. CT is concern with imaging structure since attenuation of x-rays is related to the density of the tissue and not to metabolic function. Furthermore, the mathematics of SPECT involves more challenges due to the presence of an exponential factor. The mathematical models of these technologies are presented with a synthetic example.

1.
J.
Radon
,
IEEE Transactions on Medical Imaging
, vol.
5
, no.
4
,
170
176
(
1986
).
2.
S.R
Deans
,
The Radon Transform and Some of Its applications
(
John Wiley& Sons
,
New York
,
1983
).
3.
Z.
Liang
,
P.C.
Lauterbur
,
Principles of Magnetic Resonance Imaging
(
Institute of Electrical and Electronic Engineers, Inc
,
New York
,
1999
).
5.
M.
Hjouj
J.
Lavee J
,
D.
Last
,
D.
Guez
,
D.
Daniels
,
S.
Sharabi
S,
B.
Rubinsky
B,
Y.
Mardor
,
Sci Rep
30
;
3
:
3088
(
2013
).
6.
H.
Arjah
,
M.
Hjouj
,
F.
Hjouj
, “
Low dose brain CT, comparative study with brain post processing algorithm
,”
DMIP '19: Proceedings of the 2019 2nd International Conference on Digital Medicine and Image Processing
2019, (
Association for Computing Machinery
,
NY
,
2019
), pp.
1
7
.
7.
M.
Tembely
,
A.
AlSumaiti
,
M.S
Jouini
, and
K.
Rahimov
,
Polymers
9
(
10
),
509
(
2017
).
8.
M.S
Jouini
,
N.
Keskes
,and
J.P
Leduc
, “Petrophysical Properties Prediction Using 3D Core Scanner Imagery”,
SPE Annual Technical Conference and Exhibition
,
Denver Colorado, USA
2008
.
9.
M. S.
Jouini
,
F.
Bouchaala
,
M. K.
Riahi
,
M.
Sassi
,
H.
Abderrahmane
and
F.
Hjouj
, in
IEEE Access
, vol.
10
pp.
67898
(
2022
).
10.
M.S.
Jouini
,
F.
Bouchaala
,
E.
Ibrahim
,
F.
Hjouj
, “
Permeability and Porosity Upscaling Method Using Machine Learning and Digital Rock Physics
,”
Conference Proceedings, 83rd EAGE Annual Conference & Exhibition, 2022
, (
European Association of Geoscientists & Engineers
,
2022
), pp.
1
5
.
11.
K.
Rahimov
,
A.
AlSumaiti
,
M.S
Jouini
, “Quantitative Analysis of Absolute Permeability and Porosity in Carbonate Rocks Using Digital Rock Physics,”
Paper presented at the SPWLA 22nd Formation Evaluation Symposium of Japan
,
Chiba, Japan
,
2016
.
12.
F.
Hjouj
,
M.S
Jouini
,
Open Chemical Engineering Journal
16
(
2022
).
13.
F.
Hjouj
,
M.S.
Jouini
,
Open Chemical Engineering Journal
14
,
17
24
(
2020
).
14.
G.
Chen
,
S.
Coulombe
,
Syst. Signal Process.
25
(
3
),
601
609
(
2014
).
15.
F.
Hjouj
and
MS.
Jouini
, “
On the Radon transform and linear transformations of images
,”
DMIP '19: Proceedings of the 2019 2nd International Conference on Digital Medicine and Image Processing, 2019
, (
Association for Computing Machinery
,
NY
,
2019
), pp.
26
31
.
16.
G.Y.
Chen
,
T.D.
Bui
,
A.
Krzyzak
,
Pattern Recognition
42
(
9
),
2013
(
2009
).
17.
F.
Hjouj
and
MS.
Jouini
, “
On Image Registration using The Radon Transform, Review-and-Improvement
,”
DMIP '21: 2021 4th International Conference on Digital Medicine and Image Processing
, (
Association for Computing Machinery
,
NY
,
2021
), pp.
17
23
.
18.
F.
Hjouj
, “
Towards tomography with random orientation
,”
DMIP '19: Proceedings of the 2019 2nd International Conference on Digital Medicine and Image Processing,2019
, (
Association for Computing Machinery
,
NY
,
2019
), pp.
49
53
.
19.
R.
Gordon
,
R.
Bender
,
GT.
Herman
,
J Theory Biol
29
,
471
(
1970
).
20.
G. T.
Herman
and
L. B.
Meyer
,
IEEE Transactions on Medical Imaging
,
12
, no.
3
, pp.
600
609
(
1993
).
21.
S.R.
Cherry
,
J.
Sorenson
, and
M.
Phelps
,
Physics in Nuclear Medicine
, (
Saunders
,
PA
,
2003
)
22.
F.
Natterer
,
The Mathematics of Computerized Tomography
(
Wiley
,
New York
1986
).
23.
F.
Natterer
,
Inverse Problems
17
,
113
119
(
2001
).
24.
L.A
Kunyansky
,
Inverse Problems
17
,
293
306
(
2001
).
25.
G.
Wang
,
J. C.
Ye
,
K.
Mueller
and
J. A.
Fessler
,
IEEE Transactions on Medical Imaging
37
(
6
),
1289
1296
(
2018
).
This content is only available via PDF.
You do not currently have access to this content.