SlideShare a Scribd company logo
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 03 | Mar-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1860
Note to Coin Converter Using Digital Image Correlation Technique in
Image Processing
Nirmit Patade1, Ravi Patel2, Vivek Gupta3, Jitendra Patra4, Prof. Rajesh Khotre5
1,2,3,4 Student, Electronics & Telecommunication, PVPPCOE, Mumbai
5Professor, Electronics & Telecommunication, PVPPCOE, Mumbai
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract -The need of coins has been increased nowadays.
We require coins at various public places regularly in our
daily lives. Places such as petrol pumps, bus stops, railway
station, malls, parking spaces, parks and even in rural areas
coins are extensively used. Use of coins has been increased
more instead of note in various places thus a system which
will give us coins in exchange of notes using image processing
will turn out to be very useful.
Key Words: Note To Coin Converter, Image Processing,
MATLAB, Digital Image Correlation.
1. INTRODUCTION
Aswe require coinsat many public placesandquiteoften
we don’t have the required change, a system that will giveus
coins in exchange of note will be of great use.
The note to coin converter will check the originality of
note using image processing technique. The preferable
technique to use would be digital image correlation
technique. The note is detected using MATLAB algorithm
and the result is given to the microcontroller which willturn
on the respective relays and motors of coin dispensing unit.
The user will use a keypad to select how many coins of what
value are needed.
Using a coin dispensing unit, coins will be provided to
the user. The microcontroller will operate the DC motors to
Provide the coins.
2. ARCHITECTURE
2.1 Camera
The note should be placed in a dedicated slot where a
camera will take a picture of it. The background should be
dark so that the note will be clearly distinguished from the
background. The picture will be further converted into a
frame. The frame will be sent to the MATLAB for
preprocessing.The camera shouldtake a clearpicturesothat
the MATLAB processing will be accurate.
2.2 Computer
The computer will use MATLAB to compare the image of
the note with the image of the note stored in the database.
The digital image correlation technique will be used to
compare the two images. In image correlation technique
each aspect of the note is compared with the image in the
database. If the two images match then the note will be
considered as real.
2.3 USB to TTL
The USB to TTL Serial cables are used to provide
connectivity between USB and serial UART interfaces. The
computer is connected to the microcontroller using a USB to
TTL. Once the computer authenticates the entered note, it
will command the microcontroller using USB to TTL to
perform the requiredoperation. Driversmust be installedon
the computer so that the computer will be able to detect and
process the data signals.
2.4 RFID Reader
Passive RFID tags doesnot have internal powersource.A
passive RFID transponder consists only of a microchip and
an antenna. The two are together called as an RFID inlay.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 03 | Mar-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1861
Passive tags wait for a signal from an RFID reader. Once the
tag is within range of the RFID reader, the RFIDtag’santenna
draws energy from the electromagnetic waves. Once the
tag’s microchip is powered, it transmits a signal.
The change in the electromagnetic wave is detected by
the reader’s antenna which interprets the information. The
antennas in both the tag and reader must be within several
meters of each other. The read range depends on several
factors such as the equipment settings, transmit frequency,
and environmental factors.
The passive RFID tag will be used at the administrative
end. It will provide access to enter new coins in the coin
stack.
Passive RFID tags generally operate at three
frequencies:
• Low Frequency- 125 kHz to 134 kHz
• High Frequency- 13.56 MHz
• Ultra High Frequency- 856 MHz to 960 MHz
2.5 Microcontroller
The microcontroller we are using is AT89C2052. The
microcontroller will operate the coin dispensing unit along
with the DC motors and LCD. The keil software will be used
to burn the program into the microcontroller.
The AT89S52 is a 40 pin, low-power, high-performance
CMOS 8-bit microcontroller with 8K bytes of in-system
programmable Flash memory.
2.6 Power Supply
The power supply converts A.C into D.C, and alsoprovides
output voltage of 5 volts, 1 amp. The important components
of the power supply are:
•TRANSFORMER:
It transforms the voltage level from one level to another.
Transformer used is the step down transformer
•RECTIFIER:
The rectifier is used to convert A.C to D.C voltage. We have
used a bridge rectifier.
•FILTER:
A filter circuit is a device, which removes ac component of
rectified output but allows the dc component to reach the
load.
•REGULATOR:
A voltage regulator is a circuit that supplies a constant
voltage regardless of changes in load current. We have used
IC7805 as the regulator.
2.7 LCD
LCD stands for Liquid Crystal Display. It is a display
module and is widely used. A 16x2 LCD display is used in
various devices and circuits. LCDs are economical, easily
programmable and can even display special & custom
characters..A 16x2 LCD means it can display 16 characters
per line and there are 2 lines. Here each character is
displayed in 5x7 pixel matrix.
The LCD will be used for user interaction.Theauthenticity
of the note and the number of coins left in the coin stack will
be displayed through LCD.
2.8 Motor Driver
L293D is a Motor driver or Motor Driver IC. It allows DC
motor to drive on either direction. L293D is a 16-pin IC. It
can control a set of two DC motors simultaneously in any
direction. That means you can control two DC motor with a
single L293D IC.
2.9 Coin Dispensing Unit
Sample The coin dispensing unit will consist of 4 trays
containing coins of 1 rupee, 2 rupee, 5 rupee, 10 rupee. DC
motors will be used to dispense coins out of the system .If
the coins are not sufficient the LCD will display “Insufficient
coins”.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 03 | Mar-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1862
3. FLOWCHART
3. CONCLUSION
This is an efficient system which provides us coins in
exchange of notes and reducesthe human effort. The system
uses a camera and a computer to recognize the note and
authenticate it using MATLAB. The note to coin converter
can be used at various public places such as petrol pumps,
malls, parks and parking spaces, etc.
4. FUTURESCOPE
The system can be further designed in a manner suchthat
it will provide us Indian currency in exchange of foreign
currency. It will function as an excellent currency exchange
system.
REFERENCES
[1] Angelo Frosini, Marco Gori, “A Neural Network-Based
Model for Paper Currency Recognition andVerification,”
IEEE Transaction on NN Vol.7 No. 6
[2] A. Bade and D. Aher, “Note to Coin Exchanger Using
Image Processing ,” IJRITCC, vol. 1, Mar. 2013, pp. 154-
158
[3] Prof. Madha Thigale, Lina Ladhane,MadhuriMangutkar,
Neha Gaikwad “Note to Coin converter using Digital
Image Processing” IRJET, Volume: 04 Issue: 03 ( Mar -
2017)
[4] www.microchip.com/wwwproducts/en/AT89s52
[5] www.Wikipedia.org

More Related Content

DOCX
project report on embedded system
PDF
IRJET- Design & Implementation of Black Box in Automobiles System
DOC
Industrial training report of embedded system and robotics
PDF
Mobile robotic platform to gathering real time sensory data in wireless perso...
PPTX
An Introduction to Robotics and Embedded System
PDF
Design &Implementation of I2C Master Controller Interfaced With RAM Using VHDL
PPTX
embedded system
PDF
IRJET- Fire Fighting Robotic Vehicle
project report on embedded system
IRJET- Design & Implementation of Black Box in Automobiles System
Industrial training report of embedded system and robotics
Mobile robotic platform to gathering real time sensory data in wireless perso...
An Introduction to Robotics and Embedded System
Design &Implementation of I2C Master Controller Interfaced With RAM Using VHDL
embedded system
IRJET- Fire Fighting Robotic Vehicle

What's hot (20)

PDF
Interfacing Of PIC 18F252 Microcontroller with Real Time Clock via I2C Protocol
PDF
Network Based Data Acquisition and Logging System using PIC Microcontroller
PDF
ArduinoBased Head GestureControlled Robot UsingWireless Communication
PDF
Haptic gloves controlled robotic arm using MEMS accelerometer
DOCX
Hand gesture controlled robot
PDF
final report
PDF
Automatic Storage and Retrieval Robot Using Embedded System
PPT
PDF
IRJET- Patient Health Monitoring System using Can Protocol
PDF
International Journal of Computational Engineering Research(IJCER)
PPTX
gesture recognition robot
PPTX
Gesture controled robot
DOCX
Training Report on embedded Systems and Robotics
PDF
IRJET- Power Theft Detection and Monitoring using GSM Technology
PDF
Embedded Systems Training Report
PDF
IRJET- Solar Powered Transmission Line Inspection Robot
PPTX
Introduction to embedded system & density based traffic light system
PPTX
Smart ambulance
PDF
Automatic mini CNC machine for PCB drawing and drilling
PPTX
Interfacing Of PIC 18F252 Microcontroller with Real Time Clock via I2C Protocol
Network Based Data Acquisition and Logging System using PIC Microcontroller
ArduinoBased Head GestureControlled Robot UsingWireless Communication
Haptic gloves controlled robotic arm using MEMS accelerometer
Hand gesture controlled robot
final report
Automatic Storage and Retrieval Robot Using Embedded System
IRJET- Patient Health Monitoring System using Can Protocol
International Journal of Computational Engineering Research(IJCER)
gesture recognition robot
Gesture controled robot
Training Report on embedded Systems and Robotics
IRJET- Power Theft Detection and Monitoring using GSM Technology
Embedded Systems Training Report
IRJET- Solar Powered Transmission Line Inspection Robot
Introduction to embedded system & density based traffic light system
Smart ambulance
Automatic mini CNC machine for PCB drawing and drilling
Ad

Similar to IRJET- Note to Coin Converter using Digital Image Correlation Technique in Image Processing (20)

PDF
IRJET- Note to Coin Exchanger
PDF
Note to Coin converter using Digital Image Processing
PDF
IRJET- Currency Note Detection and Note to Coin Converter using Digital Image...
PDF
EE2079 DIP
PDF
IRJET-Survey on Note to Coin Converter
PPTX
Currency recognition using image processing in MATLAB
DOCX
CHART FOR PROJECT
PDF
Currency notes count display
PDF
IRJET- Note to Coin Converter
PPTX
FAKE CURRENCY DETECTION PDF NEW PPT.pptx
PDF
Recent developments in paper currency recognition system
PPTX
Automatic fee collection & receipt printing system
PDF
Iaetsd near field
PPTX
RFID BASED VEHICLE TRACKING SYSTEM
PPTX
Counterfeit Currency Detection using Image Processing
PPTX
A camera phone
PDF
IRJET- College Bus Fee Payment System
PDF
IRJET- RFID based Shop Billing Machine using Raspberry Pi
PPTX
HSDSD Module- (Case Study of Chocolate Vending Machine).pptx.pptx
PPTX
fake_____-----currency_detection[1].pptx
IRJET- Note to Coin Exchanger
Note to Coin converter using Digital Image Processing
IRJET- Currency Note Detection and Note to Coin Converter using Digital Image...
EE2079 DIP
IRJET-Survey on Note to Coin Converter
Currency recognition using image processing in MATLAB
CHART FOR PROJECT
Currency notes count display
IRJET- Note to Coin Converter
FAKE CURRENCY DETECTION PDF NEW PPT.pptx
Recent developments in paper currency recognition system
Automatic fee collection & receipt printing system
Iaetsd near field
RFID BASED VEHICLE TRACKING SYSTEM
Counterfeit Currency Detection using Image Processing
A camera phone
IRJET- College Bus Fee Payment System
IRJET- RFID based Shop Billing Machine using Raspberry Pi
HSDSD Module- (Case Study of Chocolate Vending Machine).pptx.pptx
fake_____-----currency_detection[1].pptx
Ad

More from IRJET Journal (20)

PDF
Enhanced heart disease prediction using SKNDGR ensemble Machine Learning Model
PDF
Utilizing Biomedical Waste for Sustainable Brick Manufacturing: A Novel Appro...
PDF
Kiona – A Smart Society Automation Project
PDF
DESIGN AND DEVELOPMENT OF BATTERY THERMAL MANAGEMENT SYSTEM USING PHASE CHANG...
PDF
Invest in Innovation: Empowering Ideas through Blockchain Based Crowdfunding
PDF
SPACE WATCH YOUR REAL-TIME SPACE INFORMATION HUB
PDF
A Review on Influence of Fluid Viscous Damper on The Behaviour of Multi-store...
PDF
Wireless Arduino Control via Mobile: Eliminating the Need for a Dedicated Wir...
PDF
Explainable AI(XAI) using LIME and Disease Detection in Mango Leaf by Transfe...
PDF
BRAIN TUMOUR DETECTION AND CLASSIFICATION
PDF
The Project Manager as an ambassador of the contract. The case of NEC4 ECC co...
PDF
"Enhanced Heat Transfer Performance in Shell and Tube Heat Exchangers: A CFD ...
PDF
Advancements in CFD Analysis of Shell and Tube Heat Exchangers with Nanofluid...
PDF
Breast Cancer Detection using Computer Vision
PDF
Auto-Charging E-Vehicle with its battery Management.
PDF
Analysis of high energy charge particle in the Heliosphere
PDF
A Novel System for Recommending Agricultural Crops Using Machine Learning App...
PDF
Auto-Charging E-Vehicle with its battery Management.
PDF
Analysis of high energy charge particle in the Heliosphere
PDF
Wireless Arduino Control via Mobile: Eliminating the Need for a Dedicated Wir...
Enhanced heart disease prediction using SKNDGR ensemble Machine Learning Model
Utilizing Biomedical Waste for Sustainable Brick Manufacturing: A Novel Appro...
Kiona – A Smart Society Automation Project
DESIGN AND DEVELOPMENT OF BATTERY THERMAL MANAGEMENT SYSTEM USING PHASE CHANG...
Invest in Innovation: Empowering Ideas through Blockchain Based Crowdfunding
SPACE WATCH YOUR REAL-TIME SPACE INFORMATION HUB
A Review on Influence of Fluid Viscous Damper on The Behaviour of Multi-store...
Wireless Arduino Control via Mobile: Eliminating the Need for a Dedicated Wir...
Explainable AI(XAI) using LIME and Disease Detection in Mango Leaf by Transfe...
BRAIN TUMOUR DETECTION AND CLASSIFICATION
The Project Manager as an ambassador of the contract. The case of NEC4 ECC co...
"Enhanced Heat Transfer Performance in Shell and Tube Heat Exchangers: A CFD ...
Advancements in CFD Analysis of Shell and Tube Heat Exchangers with Nanofluid...
Breast Cancer Detection using Computer Vision
Auto-Charging E-Vehicle with its battery Management.
Analysis of high energy charge particle in the Heliosphere
A Novel System for Recommending Agricultural Crops Using Machine Learning App...
Auto-Charging E-Vehicle with its battery Management.
Analysis of high energy charge particle in the Heliosphere
Wireless Arduino Control via Mobile: Eliminating the Need for a Dedicated Wir...

Recently uploaded (20)

PDF
Operating System & Kernel Study Guide-1 - converted.pdf
DOCX
573137875-Attendance-Management-System-original
PPTX
UNIT-1 - COAL BASED THERMAL POWER PLANTS
PDF
Unit I ESSENTIAL OF DIGITAL MARKETING.pdf
PDF
composite construction of structures.pdf
DOCX
ASol_English-Language-Literature-Set-1-27-02-2023-converted.docx
PPTX
Infosys Presentation by1.Riyan Bagwan 2.Samadhan Naiknavare 3.Gaurav Shinde 4...
PDF
PPT on Performance Review to get promotions
PDF
Embodied AI: Ushering in the Next Era of Intelligent Systems
PDF
PREDICTION OF DIABETES FROM ELECTRONIC HEALTH RECORDS
PPTX
MET 305 2019 SCHEME MODULE 2 COMPLETE.pptx
PPTX
Construction Project Organization Group 2.pptx
PDF
Mohammad Mahdi Farshadian CV - Prospective PhD Student 2026
PPTX
Fundamentals of safety and accident prevention -final (1).pptx
PPTX
Engineering Ethics, Safety and Environment [Autosaved] (1).pptx
PPTX
web development for engineering and engineering
PPTX
OOP with Java - Java Introduction (Basics)
PDF
R24 SURVEYING LAB MANUAL for civil enggi
PDF
Enhancing Cyber Defense Against Zero-Day Attacks using Ensemble Neural Networks
PPTX
Artificial Intelligence
Operating System & Kernel Study Guide-1 - converted.pdf
573137875-Attendance-Management-System-original
UNIT-1 - COAL BASED THERMAL POWER PLANTS
Unit I ESSENTIAL OF DIGITAL MARKETING.pdf
composite construction of structures.pdf
ASol_English-Language-Literature-Set-1-27-02-2023-converted.docx
Infosys Presentation by1.Riyan Bagwan 2.Samadhan Naiknavare 3.Gaurav Shinde 4...
PPT on Performance Review to get promotions
Embodied AI: Ushering in the Next Era of Intelligent Systems
PREDICTION OF DIABETES FROM ELECTRONIC HEALTH RECORDS
MET 305 2019 SCHEME MODULE 2 COMPLETE.pptx
Construction Project Organization Group 2.pptx
Mohammad Mahdi Farshadian CV - Prospective PhD Student 2026
Fundamentals of safety and accident prevention -final (1).pptx
Engineering Ethics, Safety and Environment [Autosaved] (1).pptx
web development for engineering and engineering
OOP with Java - Java Introduction (Basics)
R24 SURVEYING LAB MANUAL for civil enggi
Enhancing Cyber Defense Against Zero-Day Attacks using Ensemble Neural Networks
Artificial Intelligence

IRJET- Note to Coin Converter using Digital Image Correlation Technique in Image Processing

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 03 | Mar-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1860 Note to Coin Converter Using Digital Image Correlation Technique in Image Processing Nirmit Patade1, Ravi Patel2, Vivek Gupta3, Jitendra Patra4, Prof. Rajesh Khotre5 1,2,3,4 Student, Electronics & Telecommunication, PVPPCOE, Mumbai 5Professor, Electronics & Telecommunication, PVPPCOE, Mumbai ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract -The need of coins has been increased nowadays. We require coins at various public places regularly in our daily lives. Places such as petrol pumps, bus stops, railway station, malls, parking spaces, parks and even in rural areas coins are extensively used. Use of coins has been increased more instead of note in various places thus a system which will give us coins in exchange of notes using image processing will turn out to be very useful. Key Words: Note To Coin Converter, Image Processing, MATLAB, Digital Image Correlation. 1. INTRODUCTION Aswe require coinsat many public placesandquiteoften we don’t have the required change, a system that will giveus coins in exchange of note will be of great use. The note to coin converter will check the originality of note using image processing technique. The preferable technique to use would be digital image correlation technique. The note is detected using MATLAB algorithm and the result is given to the microcontroller which willturn on the respective relays and motors of coin dispensing unit. The user will use a keypad to select how many coins of what value are needed. Using a coin dispensing unit, coins will be provided to the user. The microcontroller will operate the DC motors to Provide the coins. 2. ARCHITECTURE 2.1 Camera The note should be placed in a dedicated slot where a camera will take a picture of it. The background should be dark so that the note will be clearly distinguished from the background. The picture will be further converted into a frame. The frame will be sent to the MATLAB for preprocessing.The camera shouldtake a clearpicturesothat the MATLAB processing will be accurate. 2.2 Computer The computer will use MATLAB to compare the image of the note with the image of the note stored in the database. The digital image correlation technique will be used to compare the two images. In image correlation technique each aspect of the note is compared with the image in the database. If the two images match then the note will be considered as real. 2.3 USB to TTL The USB to TTL Serial cables are used to provide connectivity between USB and serial UART interfaces. The computer is connected to the microcontroller using a USB to TTL. Once the computer authenticates the entered note, it will command the microcontroller using USB to TTL to perform the requiredoperation. Driversmust be installedon the computer so that the computer will be able to detect and process the data signals. 2.4 RFID Reader Passive RFID tags doesnot have internal powersource.A passive RFID transponder consists only of a microchip and an antenna. The two are together called as an RFID inlay.
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 03 | Mar-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1861 Passive tags wait for a signal from an RFID reader. Once the tag is within range of the RFID reader, the RFIDtag’santenna draws energy from the electromagnetic waves. Once the tag’s microchip is powered, it transmits a signal. The change in the electromagnetic wave is detected by the reader’s antenna which interprets the information. The antennas in both the tag and reader must be within several meters of each other. The read range depends on several factors such as the equipment settings, transmit frequency, and environmental factors. The passive RFID tag will be used at the administrative end. It will provide access to enter new coins in the coin stack. Passive RFID tags generally operate at three frequencies: • Low Frequency- 125 kHz to 134 kHz • High Frequency- 13.56 MHz • Ultra High Frequency- 856 MHz to 960 MHz 2.5 Microcontroller The microcontroller we are using is AT89C2052. The microcontroller will operate the coin dispensing unit along with the DC motors and LCD. The keil software will be used to burn the program into the microcontroller. The AT89S52 is a 40 pin, low-power, high-performance CMOS 8-bit microcontroller with 8K bytes of in-system programmable Flash memory. 2.6 Power Supply The power supply converts A.C into D.C, and alsoprovides output voltage of 5 volts, 1 amp. The important components of the power supply are: •TRANSFORMER: It transforms the voltage level from one level to another. Transformer used is the step down transformer •RECTIFIER: The rectifier is used to convert A.C to D.C voltage. We have used a bridge rectifier. •FILTER: A filter circuit is a device, which removes ac component of rectified output but allows the dc component to reach the load. •REGULATOR: A voltage regulator is a circuit that supplies a constant voltage regardless of changes in load current. We have used IC7805 as the regulator. 2.7 LCD LCD stands for Liquid Crystal Display. It is a display module and is widely used. A 16x2 LCD display is used in various devices and circuits. LCDs are economical, easily programmable and can even display special & custom characters..A 16x2 LCD means it can display 16 characters per line and there are 2 lines. Here each character is displayed in 5x7 pixel matrix. The LCD will be used for user interaction.Theauthenticity of the note and the number of coins left in the coin stack will be displayed through LCD. 2.8 Motor Driver L293D is a Motor driver or Motor Driver IC. It allows DC motor to drive on either direction. L293D is a 16-pin IC. It can control a set of two DC motors simultaneously in any direction. That means you can control two DC motor with a single L293D IC. 2.9 Coin Dispensing Unit Sample The coin dispensing unit will consist of 4 trays containing coins of 1 rupee, 2 rupee, 5 rupee, 10 rupee. DC motors will be used to dispense coins out of the system .If the coins are not sufficient the LCD will display “Insufficient coins”.
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 03 | Mar-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1862 3. FLOWCHART 3. CONCLUSION This is an efficient system which provides us coins in exchange of notes and reducesthe human effort. The system uses a camera and a computer to recognize the note and authenticate it using MATLAB. The note to coin converter can be used at various public places such as petrol pumps, malls, parks and parking spaces, etc. 4. FUTURESCOPE The system can be further designed in a manner suchthat it will provide us Indian currency in exchange of foreign currency. It will function as an excellent currency exchange system. REFERENCES [1] Angelo Frosini, Marco Gori, “A Neural Network-Based Model for Paper Currency Recognition andVerification,” IEEE Transaction on NN Vol.7 No. 6 [2] A. Bade and D. Aher, “Note to Coin Exchanger Using Image Processing ,” IJRITCC, vol. 1, Mar. 2013, pp. 154- 158 [3] Prof. Madha Thigale, Lina Ladhane,MadhuriMangutkar, Neha Gaikwad “Note to Coin converter using Digital Image Processing” IRJET, Volume: 04 Issue: 03 ( Mar - 2017) [4] www.microchip.com/wwwproducts/en/AT89s52 [5] www.Wikipedia.org