SlideShare a Scribd company logo
1 of 28
Welcome to our
Presentation
Presentation Topic: Digital Image Processing
Group Members
Mohammad Salim Hosen (162-15-1044)
Md. Rifat Rahman (162-15-1049)
Arifur Jaman (153-15-607)
Shahedul Islam Rishad (162-15-1029)
Team: Dream Crushers
CONTENTS:
 What is Digital Image?
 What is digital image processing?
 Pixel
 Applications
 Examples of digital image processing
Digital Image:
 A digital image is a representation of a two-dimensional image as a finite set of
digital values, called picture elements or pixels.
Digital Image Processing:
Digital image processing focuses on two major tasks:
 Improvement of pictorial information for human interpretation.
 Processing of image data for storage, transmission and representation for
autonomous machine perception.
Pixel:
 It is the smallest controllable element
of an image.
 More pixels then more clearer the
image
 Pixels have different intensity values
History
 In 1920s Submarine cables were used to transmit digitized newspaper
pictures between London and New York using Bartlane systems.
 Specialized printing equipments were used to code the images and
reproduced at receiver using telegraphic printers.
Fig. Image produced using telegraphic printer
History
In 1921, photographic printing press improved the resolution and tonal
quality of images.
Bartlane system was capable of coding 5 distinct brightness levels.
It increased to 15 by 1929
History
 After 35 years of improvement in processing technique
In 1964, Computer processing techniques were used to improve picture of
moon transmitted by Ranger 7 at JPL.
This was the basis of modern image processing technique.
The continuum from image processing to computer vision can
be broken up into low, mid and high-level processes:
Block Diagram of a Typical
Image Processing Sequence:
Components of Image Processing System
Applications:
 Noise filtering
 Content Enhancement
 Remote sensing
Filtering:
Image Enhancement:
 Contrast enhancement
 Deblurring
Image Deblurring:
Remote Sensing:
Remote Sensing:
Examples of digital image processing:
 IMAGE ENHANCEMENT: One of the most common uses of DIP
techniques: improve quality, remove noise etc
THE HUBBLE TELESCOPE:
 Launched in 1990 the Hubble telescope can take images of very distant objects However,
an incorrect mirror made many of Hubble’s images useless Image processing techniques
were used to fix this.
ARTISTIC EFFECTS:
 Artistic effects are used to make
images more visually appealing,
to add special effects and to
make composite images.
MEDICINE:
Take slice from MRI scan of canine heart, and find boundaries between types
of tissue:
 Image with gray levels representing tissue density
 Use a suitable filter to highlight edges
GIS:
Geographic Information Systems:
 Digital image processing techniques are used extensively to manipulate satellite
imagery
 Terrain classification
 Meteorology
Industrial Inspection:
 Human operators are expensive,
slow and unreliable
 Make machines do the job instead
 Industrial vision systems are used in
all kinds of industries
PCB INSPECTION:
Printed Circuit Board (PCB) inspection
 Machine inspection is used to determine that all components are present and that
all solder joints are acceptable.
 Both conventional imaging and x-ray imaging are used.
LAW ENFORCEMENT:
 Number plate recognition for speed cameras/automated toll systems
 Fingerprint recognition
 Enhancement of CCTV images
HCI: Try to make human computer interfaces more natural
 Face recognition
 Gesture recognition
THANK YOU

More Related Content

What's hot

introduction to Digital Image Processing
introduction to Digital Image Processingintroduction to Digital Image Processing
introduction to Digital Image Processingnikesh gadare
 
Digital Image Processing: An Introduction
Digital Image Processing: An IntroductionDigital Image Processing: An Introduction
Digital Image Processing: An IntroductionMostafa G. M. Mostafa
 
Dip unit-i-ppt academic year(2016-17)
Dip unit-i-ppt academic year(2016-17)Dip unit-i-ppt academic year(2016-17)
Dip unit-i-ppt academic year(2016-17)RagavanK6
 
Digital Image Processing
Digital Image ProcessingDigital Image Processing
Digital Image ProcessingSahil Biswas
 
Digital image processing
Digital image processingDigital image processing
Digital image processingChetan Hulsure
 
IMAGE FUSION IN IMAGE PROCESSING
IMAGE FUSION IN IMAGE PROCESSINGIMAGE FUSION IN IMAGE PROCESSING
IMAGE FUSION IN IMAGE PROCESSINGgarima0690
 
Image proccessing and its application
Image proccessing and its applicationImage proccessing and its application
Image proccessing and its applicationAshwini Awatare
 
Digital image processing
Digital image processingDigital image processing
Digital image processingAvni Bindal
 
Digital image processing
Digital image processingDigital image processing
Digital image processingDeevena Dayaal
 
DIGITAL IMAGE PROCESSING - LECTURE NOTES
DIGITAL IMAGE PROCESSING - LECTURE NOTESDIGITAL IMAGE PROCESSING - LECTURE NOTES
DIGITAL IMAGE PROCESSING - LECTURE NOTESEzhilya venkat
 
Image processing fundamentals
Image processing fundamentalsImage processing fundamentals
Image processing fundamentalsA B Shinde
 
Digital image processing
Digital image processingDigital image processing
Digital image processingAstha Jain
 
Chapter 6 Image Processing: Image Enhancement
Chapter 6 Image Processing: Image EnhancementChapter 6 Image Processing: Image Enhancement
Chapter 6 Image Processing: Image EnhancementVarun Ojha
 
Image processing
Image processingImage processing
Image processingVarun Raj
 
Chapter 1 and 2 gonzalez and woods
Chapter 1 and 2 gonzalez and woodsChapter 1 and 2 gonzalez and woods
Chapter 1 and 2 gonzalez and woodsasodariyabhavesh
 
Digital image processing
Digital image processingDigital image processing
Digital image processingmanpreetgrewal
 
Image Acquisition and Representation
Image Acquisition and RepresentationImage Acquisition and Representation
Image Acquisition and RepresentationAmnaakhaan
 
Introduction to DIGITAL IMAGE PROCESSING - DAY 1
Introduction to DIGITAL IMAGE PROCESSING - DAY 1Introduction to DIGITAL IMAGE PROCESSING - DAY 1
Introduction to DIGITAL IMAGE PROCESSING - DAY 1vijayanand Kandaswamy
 

What's hot (20)

introduction to Digital Image Processing
introduction to Digital Image Processingintroduction to Digital Image Processing
introduction to Digital Image Processing
 
Digital Image Processing: An Introduction
Digital Image Processing: An IntroductionDigital Image Processing: An Introduction
Digital Image Processing: An Introduction
 
Dip unit-i-ppt academic year(2016-17)
Dip unit-i-ppt academic year(2016-17)Dip unit-i-ppt academic year(2016-17)
Dip unit-i-ppt academic year(2016-17)
 
Image processing
Image processingImage processing
Image processing
 
Digital Image Processing
Digital Image ProcessingDigital Image Processing
Digital Image Processing
 
Digital image processing
Digital image processingDigital image processing
Digital image processing
 
IMAGE FUSION IN IMAGE PROCESSING
IMAGE FUSION IN IMAGE PROCESSINGIMAGE FUSION IN IMAGE PROCESSING
IMAGE FUSION IN IMAGE PROCESSING
 
Image proccessing and its application
Image proccessing and its applicationImage proccessing and its application
Image proccessing and its application
 
Digital image processing
Digital image processingDigital image processing
Digital image processing
 
Digital image processing
Digital image processingDigital image processing
Digital image processing
 
DIGITAL IMAGE PROCESSING - LECTURE NOTES
DIGITAL IMAGE PROCESSING - LECTURE NOTESDIGITAL IMAGE PROCESSING - LECTURE NOTES
DIGITAL IMAGE PROCESSING - LECTURE NOTES
 
Image processing fundamentals
Image processing fundamentalsImage processing fundamentals
Image processing fundamentals
 
Digital image processing
Digital image processingDigital image processing
Digital image processing
 
Chapter 6 Image Processing: Image Enhancement
Chapter 6 Image Processing: Image EnhancementChapter 6 Image Processing: Image Enhancement
Chapter 6 Image Processing: Image Enhancement
 
Image processing
Image processingImage processing
Image processing
 
Chapter 1 and 2 gonzalez and woods
Chapter 1 and 2 gonzalez and woodsChapter 1 and 2 gonzalez and woods
Chapter 1 and 2 gonzalez and woods
 
Digital image processing
Digital image processingDigital image processing
Digital image processing
 
Image Acquisition and Representation
Image Acquisition and RepresentationImage Acquisition and Representation
Image Acquisition and Representation
 
Introduction to DIGITAL IMAGE PROCESSING - DAY 1
Introduction to DIGITAL IMAGE PROCESSING - DAY 1Introduction to DIGITAL IMAGE PROCESSING - DAY 1
Introduction to DIGITAL IMAGE PROCESSING - DAY 1
 
Image segmentation
Image segmentationImage segmentation
Image segmentation
 

Similar to Presentation on Digital Image Processing

Basics of digital image processing
Basics of digital image  processingBasics of digital image  processing
Basics of digital image processingzahid6
 
DIPsadasdasfsdfsdfdfasdfsdfsdgsdgdsfgdfgfdg
DIPsadasdasfsdfsdfdfasdfsdfsdgsdgdsfgdfgfdgDIPsadasdasfsdfsdfdfasdfsdfsdgsdgdsfgdfgfdg
DIPsadasdasfsdfsdfdfasdfsdfsdgsdgdsfgdfgfdgMrVMNair
 
application of digital image processing and methods
application of digital image processing and methodsapplication of digital image processing and methods
application of digital image processing and methodsSIRILsam
 
ARKA RAJ SAHA-27332020003..pptx
ARKA RAJ SAHA-27332020003..pptxARKA RAJ SAHA-27332020003..pptx
ARKA RAJ SAHA-27332020003..pptxAdharchandsaha
 
Digital_image_processing_-Vijaya_Raghavan.pdf
Digital_image_processing_-Vijaya_Raghavan.pdfDigital_image_processing_-Vijaya_Raghavan.pdf
Digital_image_processing_-Vijaya_Raghavan.pdfVaideshSiva1
 
BEC007 -Digital image processing.pdf
BEC007  -Digital image processing.pdfBEC007  -Digital image processing.pdf
BEC007 -Digital image processing.pdfgopikahari7
 
ImageProcessing1-Introduction.ppt
ImageProcessing1-Introduction.pptImageProcessing1-Introduction.ppt
ImageProcessing1-Introduction.pptShabanamTamboli1
 
Image processing1 introduction
Image processing1 introductionImage processing1 introduction
Image processing1 introductionshabanam tamboli
 
Digital Image Processing presentation
Digital Image Processing presentationDigital Image Processing presentation
Digital Image Processing presentationOmkarDattatrayKanase
 
Lecture 1 for Digital Image Processing (2nd Edition)
Lecture 1 for Digital Image Processing (2nd Edition)Lecture 1 for Digital Image Processing (2nd Edition)
Lecture 1 for Digital Image Processing (2nd Edition)Moe Moe Myint
 
Digital image processing using matlab
Digital image processing using matlab Digital image processing using matlab
Digital image processing using matlab Amr Rashed
 
EC4160-lect 1,2.ppt
EC4160-lect 1,2.pptEC4160-lect 1,2.ppt
EC4160-lect 1,2.pptssuser812128
 

Similar to Presentation on Digital Image Processing (20)

Basics of digital image processing
Basics of digital image  processingBasics of digital image  processing
Basics of digital image processing
 
mca.pptx
mca.pptxmca.pptx
mca.pptx
 
DIPsadasdasfsdfsdfdfasdfsdfsdgsdgdsfgdfgfdg
DIPsadasdasfsdfsdfdfasdfsdfsdgsdgdsfgdfgfdgDIPsadasdasfsdfsdfdfasdfsdfsdgsdgdsfgdfgfdg
DIPsadasdasfsdfsdfdfasdfsdfsdgsdgdsfgdfgfdg
 
application of digital image processing and methods
application of digital image processing and methodsapplication of digital image processing and methods
application of digital image processing and methods
 
ARKA RAJ SAHA-27332020003..pptx
ARKA RAJ SAHA-27332020003..pptxARKA RAJ SAHA-27332020003..pptx
ARKA RAJ SAHA-27332020003..pptx
 
Lec_1_Introduction.pdf
Lec_1_Introduction.pdfLec_1_Introduction.pdf
Lec_1_Introduction.pdf
 
Lec_1_Introduction.pdf
Lec_1_Introduction.pdfLec_1_Introduction.pdf
Lec_1_Introduction.pdf
 
Digital_image_processing_-Vijaya_Raghavan.pdf
Digital_image_processing_-Vijaya_Raghavan.pdfDigital_image_processing_-Vijaya_Raghavan.pdf
Digital_image_processing_-Vijaya_Raghavan.pdf
 
BEC007 -Digital image processing.pdf
BEC007  -Digital image processing.pdfBEC007  -Digital image processing.pdf
BEC007 -Digital image processing.pdf
 
Ch1.pptx
Ch1.pptxCh1.pptx
Ch1.pptx
 
1_unit-1.1_Introduction to DIP.pptx
1_unit-1.1_Introduction to DIP.pptx1_unit-1.1_Introduction to DIP.pptx
1_unit-1.1_Introduction to DIP.pptx
 
ImageProcessing1-Introduction.ppt
ImageProcessing1-Introduction.pptImageProcessing1-Introduction.ppt
ImageProcessing1-Introduction.ppt
 
Image processing1 introduction
Image processing1 introductionImage processing1 introduction
Image processing1 introduction
 
Digital Image Processing presentation
Digital Image Processing presentationDigital Image Processing presentation
Digital Image Processing presentation
 
Lecture 1 for Digital Image Processing (2nd Edition)
Lecture 1 for Digital Image Processing (2nd Edition)Lecture 1 for Digital Image Processing (2nd Edition)
Lecture 1 for Digital Image Processing (2nd Edition)
 
Digital image processing using matlab
Digital image processing using matlab Digital image processing using matlab
Digital image processing using matlab
 
Image processing
Image processingImage processing
Image processing
 
Image Processing
Image ProcessingImage Processing
Image Processing
 
EC4160-lect 1,2.ppt
EC4160-lect 1,2.pptEC4160-lect 1,2.ppt
EC4160-lect 1,2.ppt
 
Dip sdit 7
Dip sdit 7Dip sdit 7
Dip sdit 7
 

More from Salim Hosen

Restaurant management system
Restaurant management systemRestaurant management system
Restaurant management systemSalim Hosen
 
Presentation on computer ram
Presentation on computer ramPresentation on computer ram
Presentation on computer ramSalim Hosen
 
Presentation on Bio Informatics
Presentation on Bio InformaticsPresentation on Bio Informatics
Presentation on Bio InformaticsSalim Hosen
 
Presentation on iot restaurant project
Presentation on iot restaurant projectPresentation on iot restaurant project
Presentation on iot restaurant projectSalim Hosen
 
Famous Quotes of Famous People
Famous Quotes of Famous PeopleFamous Quotes of Famous People
Famous Quotes of Famous PeopleSalim Hosen
 
Presentation on IOT (Internet Of Things)
Presentation on IOT (Internet Of Things)Presentation on IOT (Internet Of Things)
Presentation on IOT (Internet Of Things)Salim Hosen
 
Presentation on Graph
Presentation on GraphPresentation on Graph
Presentation on GraphSalim Hosen
 
Presentation on Variance
Presentation on VariancePresentation on Variance
Presentation on VarianceSalim Hosen
 
Intellectual Property Presentation
Intellectual Property PresentationIntellectual Property Presentation
Intellectual Property PresentationSalim Hosen
 
Android Studio Overview
Android Studio OverviewAndroid Studio Overview
Android Studio OverviewSalim Hosen
 
Presentation on Greedy Algorithm
Presentation on Greedy AlgorithmPresentation on Greedy Algorithm
Presentation on Greedy AlgorithmSalim Hosen
 
Presentation Data Link Layer and Network Layer
Presentation Data Link Layer and Network LayerPresentation Data Link Layer and Network Layer
Presentation Data Link Layer and Network LayerSalim Hosen
 
Presentation on RAM
Presentation on RAMPresentation on RAM
Presentation on RAMSalim Hosen
 
Presentation on BJT
Presentation on BJTPresentation on BJT
Presentation on BJTSalim Hosen
 
Application of Differential Equation
Application of Differential EquationApplication of Differential Equation
Application of Differential EquationSalim Hosen
 
Presentation on Relational Schema (Database)
Presentation on Relational Schema (Database)Presentation on Relational Schema (Database)
Presentation on Relational Schema (Database)Salim Hosen
 
Intellectual property
Intellectual propertyIntellectual property
Intellectual propertySalim Hosen
 

More from Salim Hosen (17)

Restaurant management system
Restaurant management systemRestaurant management system
Restaurant management system
 
Presentation on computer ram
Presentation on computer ramPresentation on computer ram
Presentation on computer ram
 
Presentation on Bio Informatics
Presentation on Bio InformaticsPresentation on Bio Informatics
Presentation on Bio Informatics
 
Presentation on iot restaurant project
Presentation on iot restaurant projectPresentation on iot restaurant project
Presentation on iot restaurant project
 
Famous Quotes of Famous People
Famous Quotes of Famous PeopleFamous Quotes of Famous People
Famous Quotes of Famous People
 
Presentation on IOT (Internet Of Things)
Presentation on IOT (Internet Of Things)Presentation on IOT (Internet Of Things)
Presentation on IOT (Internet Of Things)
 
Presentation on Graph
Presentation on GraphPresentation on Graph
Presentation on Graph
 
Presentation on Variance
Presentation on VariancePresentation on Variance
Presentation on Variance
 
Intellectual Property Presentation
Intellectual Property PresentationIntellectual Property Presentation
Intellectual Property Presentation
 
Android Studio Overview
Android Studio OverviewAndroid Studio Overview
Android Studio Overview
 
Presentation on Greedy Algorithm
Presentation on Greedy AlgorithmPresentation on Greedy Algorithm
Presentation on Greedy Algorithm
 
Presentation Data Link Layer and Network Layer
Presentation Data Link Layer and Network LayerPresentation Data Link Layer and Network Layer
Presentation Data Link Layer and Network Layer
 
Presentation on RAM
Presentation on RAMPresentation on RAM
Presentation on RAM
 
Presentation on BJT
Presentation on BJTPresentation on BJT
Presentation on BJT
 
Application of Differential Equation
Application of Differential EquationApplication of Differential Equation
Application of Differential Equation
 
Presentation on Relational Schema (Database)
Presentation on Relational Schema (Database)Presentation on Relational Schema (Database)
Presentation on Relational Schema (Database)
 
Intellectual property
Intellectual propertyIntellectual property
Intellectual property
 

Recently uploaded

"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksSoftradix Technologies
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...shyamraj55
 
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024BookNet Canada
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Alan Dix
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Wonjun Hwang
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024The Digital Insurer
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
Bluetooth Controlled Car with Arduino.pdf
Bluetooth Controlled Car with Arduino.pdfBluetooth Controlled Car with Arduino.pdf
Bluetooth Controlled Car with Arduino.pdfngoud9212
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
Unlocking the Potential of the Cloud for IBM Power Systems
Unlocking the Potential of the Cloud for IBM Power SystemsUnlocking the Potential of the Cloud for IBM Power Systems
Unlocking the Potential of the Cloud for IBM Power SystemsPrecisely
 

Recently uploaded (20)

"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other Frameworks
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
 
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food Manufacturing
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
Bluetooth Controlled Car with Arduino.pdf
Bluetooth Controlled Car with Arduino.pdfBluetooth Controlled Car with Arduino.pdf
Bluetooth Controlled Car with Arduino.pdf
 
Vulnerability_Management_GRC_by Sohang Sengupta.pptx
Vulnerability_Management_GRC_by Sohang Sengupta.pptxVulnerability_Management_GRC_by Sohang Sengupta.pptx
Vulnerability_Management_GRC_by Sohang Sengupta.pptx
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
Unlocking the Potential of the Cloud for IBM Power Systems
Unlocking the Potential of the Cloud for IBM Power SystemsUnlocking the Potential of the Cloud for IBM Power Systems
Unlocking the Potential of the Cloud for IBM Power Systems
 

Presentation on Digital Image Processing

  • 1. Welcome to our Presentation Presentation Topic: Digital Image Processing
  • 2. Group Members Mohammad Salim Hosen (162-15-1044) Md. Rifat Rahman (162-15-1049) Arifur Jaman (153-15-607) Shahedul Islam Rishad (162-15-1029) Team: Dream Crushers
  • 3. CONTENTS:  What is Digital Image?  What is digital image processing?  Pixel  Applications  Examples of digital image processing
  • 4. Digital Image:  A digital image is a representation of a two-dimensional image as a finite set of digital values, called picture elements or pixels.
  • 5. Digital Image Processing: Digital image processing focuses on two major tasks:  Improvement of pictorial information for human interpretation.  Processing of image data for storage, transmission and representation for autonomous machine perception.
  • 6. Pixel:  It is the smallest controllable element of an image.  More pixels then more clearer the image  Pixels have different intensity values
  • 7. History  In 1920s Submarine cables were used to transmit digitized newspaper pictures between London and New York using Bartlane systems.  Specialized printing equipments were used to code the images and reproduced at receiver using telegraphic printers. Fig. Image produced using telegraphic printer
  • 8. History In 1921, photographic printing press improved the resolution and tonal quality of images. Bartlane system was capable of coding 5 distinct brightness levels. It increased to 15 by 1929
  • 9. History  After 35 years of improvement in processing technique In 1964, Computer processing techniques were used to improve picture of moon transmitted by Ranger 7 at JPL. This was the basis of modern image processing technique.
  • 10. The continuum from image processing to computer vision can be broken up into low, mid and high-level processes:
  • 11. Block Diagram of a Typical Image Processing Sequence:
  • 12. Components of Image Processing System
  • 13. Applications:  Noise filtering  Content Enhancement  Remote sensing
  • 15. Image Enhancement:  Contrast enhancement  Deblurring
  • 19. Examples of digital image processing:  IMAGE ENHANCEMENT: One of the most common uses of DIP techniques: improve quality, remove noise etc
  • 20. THE HUBBLE TELESCOPE:  Launched in 1990 the Hubble telescope can take images of very distant objects However, an incorrect mirror made many of Hubble’s images useless Image processing techniques were used to fix this.
  • 21. ARTISTIC EFFECTS:  Artistic effects are used to make images more visually appealing, to add special effects and to make composite images.
  • 22. MEDICINE: Take slice from MRI scan of canine heart, and find boundaries between types of tissue:  Image with gray levels representing tissue density  Use a suitable filter to highlight edges
  • 23. GIS: Geographic Information Systems:  Digital image processing techniques are used extensively to manipulate satellite imagery  Terrain classification  Meteorology
  • 24. Industrial Inspection:  Human operators are expensive, slow and unreliable  Make machines do the job instead  Industrial vision systems are used in all kinds of industries
  • 25. PCB INSPECTION: Printed Circuit Board (PCB) inspection  Machine inspection is used to determine that all components are present and that all solder joints are acceptable.  Both conventional imaging and x-ray imaging are used.
  • 26. LAW ENFORCEMENT:  Number plate recognition for speed cameras/automated toll systems  Fingerprint recognition  Enhancement of CCTV images
  • 27. HCI: Try to make human computer interfaces more natural  Face recognition  Gesture recognition