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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 04 | Apr 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3047
Color Based Detection of Cyanosis
1-3 student, Department of Electronics and Telecommunication Engineering, K J Somaiya Institute of Engineering
and Information Technology, Mumbai, Maharashtra, India
4Professor, Department of Electronics and Telecommunication Engineering, K J Somaiya Institute of Engineering
and Information Technology ,Mumbai, Maharashtra, India
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - Color based detection of cyanosis can help to
reduce the trouble of travelling to both doctor and patients.
In this project specialized matlab program is used to
monitor patient’s medical condition. This project can be
used to remotely diagnose a patient’s medical condition of
cyanosis. This project is based on the concept that in some
medical condition certain body parts undergo changes in
color. With the use of matlab software images are processed
to detect medical conditions which are color based.
Key Words: Color detection, Cyanosis, Matlab,
Hypoxemia, Discoloration
1. INTRODUCTION
Cyanosis is a medical condition in which there is
discoloration of skin at certain body parts. So, the color of
skin changes to blue as the quantity of deoxygenated
blood increases. Cyanosis develops in many other
conditions such in cells also as heart failure, hypotension,
obstruction of blood vessels, hypovolemic shock,
thrombosis in deeper veins and hypothermia.
Blood which is oxygen rich is intense red in color.
When the oxygen in blood has a lower level and becomes a
dark red in color , extra blue light gets reflected, made the
skin to appear bluish in color. Being cold is the major
cause of bluish hands and feet. Your extremities being
warm can also be a reason for blue hands and feets.
Peripheral cyanosis shows signal that there is an problem
with body’s system of providing oxygen-rich blood to the
tissues of your hands and feet. It can also be the result of
low level of oxygen in the RBCs.Carrying oxygen through
body i.e., traveling from lungs to heart is the resposibility
of blood then it is pumped through your arteries to the
rest of the body. After blood has been supplied to body
tissues, the blood which is oxygen-depleted returns back
to the heart and lungs through veins. If something
prevents blood from returning back to the heart through
veins, or halts blood from reaching the tissues in the first
place, your tissues would not get the oxygen-rich blood
which is needed to them.
The main purpose of using the matlab software in
our project is it's efficiency. Its Ui is user friendly. It is easy
to implement and test your algorithms. The results
obtained from matlab software is more accurate. Matlab
can process videos and it can also process still images. In
cyanosis skin color changes to blue. This program is made
in such a way to detect that particiular change occuring on
the surface of skin. This change in color is more visible
when compared with normal skin surface. Cyanosis may
not occur all over the body but on certain body parts. As
opposed to the common belief, cyanosis is not a disease. It
is a medical condition which can refer to a particular
disease. Cyanosis is a curable disease.
2. LITERATURE SURVEY
Cyanosis is diagnosed based on a medical history of patient
and also through physical examination. Ancillary studies
can also be used for diagnosis purpose. Since in most
instances, the cardiopulmonary system is involved in most
of the instances to focused assessment of both systems. If a
congenital heart condition is suspected, transthoracic and
transesophageal echocardiography can be used to evaluate
the cardiovascular system. The important diagonastic tool
is to assess blood flow and shunting. Pulmonary causes of
cyanosis like pneumonia, pulmonary embolism and pleural
effusion can be assessed with imaging studies like
radiographs, computed tomography scans, and ultrasounds
of the chest. If hypoxemia is examined as a cause of
cyanosis, the primary evalution should comprise of pulse
oximetry and arterial blood gas.
Cyanosis is known as the discoloration of skin and mucus
membrane, causing it to turn blue due to lack of oxygen in
blood.
Cause for cyanosis : Lack of hemoglobin in the blood
cause Cyanosis.The amount of decreased hemoglobin
should be at least 5 to 7 g/dL in the blood to cause
cyanosis.
When distribution of cyanosis happens, it can be seen
on entire body. The visibility is more in particular area
where the skin is thin. These body regions are lips, cheeks,
earlobes, nose and fingertips above the base of the nail.
1.Any situation that can cause arterial hypoxia and
stagnant hypoxia. Cyanosis cannot take place in anemic
hypoxia due to the hemoglobin level being low. This does
not happen in histotoxic hypoxia because of tissue damage.
Shantanu Salve1, Vrishank Pothoth2, Anas Qureshi3, Prof. Rupali Kadu4
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 04 | Apr 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3048
2. The conditions when it is changed, it forms hemoglobin.
Because of factors like poisoning, the hemoglobin changes
to methemoglobin or sulfhemoglobin leading cyanosis. The
discoloration of cyanosis is because of these compunds
having dark color only and not because of low hemoglobin
content.
3. PROPOSED SYSTEM
3.1 Objective of the Work
 To introduce the concept of color detection to detect
cyanosis.
 Development of low-cost medical solution to detect
cyanosis.
 To make this project cost effective and pocket
friendly.
3.2 Proposed System Approach
Fig -3.2.1: Work-flow of the proposed system
In proposed system, an image of a body parts is
given as input in which certain portion of body parts are in
blue color. After that the input image is converted from
RGB to Grey. Since blue color is to be detected so red and
green color is filtered out. Using colon instead of R and G
will filter these color and the system will detect the blue
color. Hence the bluish color of the skin is detected.
4. SOFTWARE REQUIREMENT
Matlab - MATLAB is a commercially available software
that can be used for testing and simulation of various
algorithms and programs. Matlab is a programmung
language which is specially designed for Engineers &
Scientists. In Matlab, MAT stands for matrix and LAB
stands for laboratory. It works on mathematical equation.
Simulink is also the part of matlab which is based
on graphical programming environment for the purpose
of modeling, simulating and analyzing multi domain
dynamical system.
5. RESULTS
6. CONCLUSIONS
In this project we have built a technique which is used to
detect a medical condition called cyanosis. This will
increase the efficiency to detect the condition. It will save
time for both doctors and patient.
ACKNOWLEDGEMENT
We would like to express our deep and sincere gratitude
to our project guide, Prof. Rupali kadu Department of
Electronics & Telecommunication Engineering, K. J.
Somaiya Institute of Engineering and Information
Technology for giving us the chance to do research on
“Color Based Detection of Cyanosis” And providing
valuable guidance throughout the research and working of
the project. Her dynamism, vision, sincerity and
motivation have deeply inspired us. I would also like to
extend our thanks to our Principal, Dr. Suresh Ukarande
and Hod, Dr. Jayashree Khanapuri for there continuous
guidance throughout the process and her words have
always motivated us for moving forward in times of
difficulty. We would like to thank the Department of
Electronics and Telecommunication Engineering for giving
us this opportunity. Last but not the least,would like to
express our sincere gratitude towards our college, K. J.
Somaiya Institute of Engineering and Information
Technology for their overwhelming support to our group.
Input image is
selected
Image is
converted from
RGB to Grey
Red and green
colour are filtered
out.
Output is
displayed
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 04 | Apr 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3049
REFERENCES
[1] Sohini RoyChowdhury, Donny Sun, Matthew Bihis,
Johnny Ren, Paul Hage, Humariat H. Rahman,
“Computer Aided Detection of Anemia-like
pallor”2017 Institute of Electrical and Electronics
Engineers(IEEE).
[2] S. S. Yalc¸in, S. Unal, F. G ¨ umr ¨ uk, and K. Yurdak ¨ ok,
“The validity of ¨ pallor as a clinical sign of anemia in
cases with beta-thalassemia,” The Turkish journal of
pediatrics, vol. 49, no. 4, p. 408, 2007.
[3] C. for Disease Control and Prevention, “Emergency
department visits.” [Online].
Available:http://www.cdc.gov/nchs/fastats/emergen
cy department.htm.
[4] V. Cherkassky and F. Mullier, “Learning from data,”
John Wiley and sons, New York, 1998.

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Color Based Detection of Cyanosis

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 04 | Apr 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3047 Color Based Detection of Cyanosis 1-3 student, Department of Electronics and Telecommunication Engineering, K J Somaiya Institute of Engineering and Information Technology, Mumbai, Maharashtra, India 4Professor, Department of Electronics and Telecommunication Engineering, K J Somaiya Institute of Engineering and Information Technology ,Mumbai, Maharashtra, India ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - Color based detection of cyanosis can help to reduce the trouble of travelling to both doctor and patients. In this project specialized matlab program is used to monitor patient’s medical condition. This project can be used to remotely diagnose a patient’s medical condition of cyanosis. This project is based on the concept that in some medical condition certain body parts undergo changes in color. With the use of matlab software images are processed to detect medical conditions which are color based. Key Words: Color detection, Cyanosis, Matlab, Hypoxemia, Discoloration 1. INTRODUCTION Cyanosis is a medical condition in which there is discoloration of skin at certain body parts. So, the color of skin changes to blue as the quantity of deoxygenated blood increases. Cyanosis develops in many other conditions such in cells also as heart failure, hypotension, obstruction of blood vessels, hypovolemic shock, thrombosis in deeper veins and hypothermia. Blood which is oxygen rich is intense red in color. When the oxygen in blood has a lower level and becomes a dark red in color , extra blue light gets reflected, made the skin to appear bluish in color. Being cold is the major cause of bluish hands and feet. Your extremities being warm can also be a reason for blue hands and feets. Peripheral cyanosis shows signal that there is an problem with body’s system of providing oxygen-rich blood to the tissues of your hands and feet. It can also be the result of low level of oxygen in the RBCs.Carrying oxygen through body i.e., traveling from lungs to heart is the resposibility of blood then it is pumped through your arteries to the rest of the body. After blood has been supplied to body tissues, the blood which is oxygen-depleted returns back to the heart and lungs through veins. If something prevents blood from returning back to the heart through veins, or halts blood from reaching the tissues in the first place, your tissues would not get the oxygen-rich blood which is needed to them. The main purpose of using the matlab software in our project is it's efficiency. Its Ui is user friendly. It is easy to implement and test your algorithms. The results obtained from matlab software is more accurate. Matlab can process videos and it can also process still images. In cyanosis skin color changes to blue. This program is made in such a way to detect that particiular change occuring on the surface of skin. This change in color is more visible when compared with normal skin surface. Cyanosis may not occur all over the body but on certain body parts. As opposed to the common belief, cyanosis is not a disease. It is a medical condition which can refer to a particular disease. Cyanosis is a curable disease. 2. LITERATURE SURVEY Cyanosis is diagnosed based on a medical history of patient and also through physical examination. Ancillary studies can also be used for diagnosis purpose. Since in most instances, the cardiopulmonary system is involved in most of the instances to focused assessment of both systems. If a congenital heart condition is suspected, transthoracic and transesophageal echocardiography can be used to evaluate the cardiovascular system. The important diagonastic tool is to assess blood flow and shunting. Pulmonary causes of cyanosis like pneumonia, pulmonary embolism and pleural effusion can be assessed with imaging studies like radiographs, computed tomography scans, and ultrasounds of the chest. If hypoxemia is examined as a cause of cyanosis, the primary evalution should comprise of pulse oximetry and arterial blood gas. Cyanosis is known as the discoloration of skin and mucus membrane, causing it to turn blue due to lack of oxygen in blood. Cause for cyanosis : Lack of hemoglobin in the blood cause Cyanosis.The amount of decreased hemoglobin should be at least 5 to 7 g/dL in the blood to cause cyanosis. When distribution of cyanosis happens, it can be seen on entire body. The visibility is more in particular area where the skin is thin. These body regions are lips, cheeks, earlobes, nose and fingertips above the base of the nail. 1.Any situation that can cause arterial hypoxia and stagnant hypoxia. Cyanosis cannot take place in anemic hypoxia due to the hemoglobin level being low. This does not happen in histotoxic hypoxia because of tissue damage. Shantanu Salve1, Vrishank Pothoth2, Anas Qureshi3, Prof. Rupali Kadu4
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 04 | Apr 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3048 2. The conditions when it is changed, it forms hemoglobin. Because of factors like poisoning, the hemoglobin changes to methemoglobin or sulfhemoglobin leading cyanosis. The discoloration of cyanosis is because of these compunds having dark color only and not because of low hemoglobin content. 3. PROPOSED SYSTEM 3.1 Objective of the Work  To introduce the concept of color detection to detect cyanosis.  Development of low-cost medical solution to detect cyanosis.  To make this project cost effective and pocket friendly. 3.2 Proposed System Approach Fig -3.2.1: Work-flow of the proposed system In proposed system, an image of a body parts is given as input in which certain portion of body parts are in blue color. After that the input image is converted from RGB to Grey. Since blue color is to be detected so red and green color is filtered out. Using colon instead of R and G will filter these color and the system will detect the blue color. Hence the bluish color of the skin is detected. 4. SOFTWARE REQUIREMENT Matlab - MATLAB is a commercially available software that can be used for testing and simulation of various algorithms and programs. Matlab is a programmung language which is specially designed for Engineers & Scientists. In Matlab, MAT stands for matrix and LAB stands for laboratory. It works on mathematical equation. Simulink is also the part of matlab which is based on graphical programming environment for the purpose of modeling, simulating and analyzing multi domain dynamical system. 5. RESULTS 6. CONCLUSIONS In this project we have built a technique which is used to detect a medical condition called cyanosis. This will increase the efficiency to detect the condition. It will save time for both doctors and patient. ACKNOWLEDGEMENT We would like to express our deep and sincere gratitude to our project guide, Prof. Rupali kadu Department of Electronics & Telecommunication Engineering, K. J. Somaiya Institute of Engineering and Information Technology for giving us the chance to do research on “Color Based Detection of Cyanosis” And providing valuable guidance throughout the research and working of the project. Her dynamism, vision, sincerity and motivation have deeply inspired us. I would also like to extend our thanks to our Principal, Dr. Suresh Ukarande and Hod, Dr. Jayashree Khanapuri for there continuous guidance throughout the process and her words have always motivated us for moving forward in times of difficulty. We would like to thank the Department of Electronics and Telecommunication Engineering for giving us this opportunity. Last but not the least,would like to express our sincere gratitude towards our college, K. J. Somaiya Institute of Engineering and Information Technology for their overwhelming support to our group. Input image is selected Image is converted from RGB to Grey Red and green colour are filtered out. Output is displayed
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 04 | Apr 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3049 REFERENCES [1] Sohini RoyChowdhury, Donny Sun, Matthew Bihis, Johnny Ren, Paul Hage, Humariat H. Rahman, “Computer Aided Detection of Anemia-like pallor”2017 Institute of Electrical and Electronics Engineers(IEEE). [2] S. S. Yalc¸in, S. Unal, F. G ¨ umr ¨ uk, and K. Yurdak ¨ ok, “The validity of ¨ pallor as a clinical sign of anemia in cases with beta-thalassemia,” The Turkish journal of pediatrics, vol. 49, no. 4, p. 408, 2007. [3] C. for Disease Control and Prevention, “Emergency department visits.” [Online]. Available:http://www.cdc.gov/nchs/fastats/emergen cy department.htm. [4] V. Cherkassky and F. Mullier, “Learning from data,” John Wiley and sons, New York, 1998.