SlideShare a Scribd company logo

Image restoration

•
•
P
Pramod Rathore

image restoration

Education
1 of 7
Prof. Neeraj Bhargava Pramod Singh Rathore Department of Computer Science School of Engineering & System Sciences, MDS University Ajmer, Rajasthan, India 1Image Restoration
Session Objectives  What is Histrogram?  Image enhancement methods:  Spatial-Frequency domain enhancement methods  Point operations  Histogram operations  Spatial operations  Transform operations 2
3
Uses 4
Cntd 5
Queries ???? 6
7

Recommended

Sharpening filtering
Sharpening filteringSharpening filtering
Sharpening filteringPramod Rathore
 
Spatial filtering
Spatial filteringSpatial filtering
Spatial filteringPramod Rathore
 
Homomorphic filtering
Homomorphic filteringHomomorphic filtering
Homomorphic filteringPramod Rathore
 
Smoothing spatial filtering
Smoothing spatial filteringSmoothing spatial filtering
Smoothing spatial filteringPramod Rathore
 
Basic image operation
Basic image operationBasic image operation
Basic image operationPramod Rathore
 
Image enhancement in frequency domain
Image enhancement in frequency domainImage enhancement in frequency domain
Image enhancement in frequency domainPramod Rathore
 
Image enhancement in fourier transform part ii
Image enhancement in fourier transform part iiImage enhancement in fourier transform part ii
Image enhancement in fourier transform part iiPramod Rathore
 
Restoration by spatial filtering
Restoration by spatial filteringRestoration by spatial filtering
Restoration by spatial filteringPramod Rathore
 

Recommended

Sharpening filtering
Sharpening filteringSharpening filtering
Sharpening filteringPramod Rathore
 
Spatial filtering
Spatial filteringSpatial filtering
Spatial filteringPramod Rathore
 
Homomorphic filtering
Homomorphic filteringHomomorphic filtering
Homomorphic filteringPramod Rathore
 
Smoothing spatial filtering
Smoothing spatial filteringSmoothing spatial filtering
Smoothing spatial filteringPramod Rathore
 
Basic image operation
Basic image operationBasic image operation
Basic image operationPramod Rathore
 
Image enhancement in frequency domain
Image enhancement in frequency domainImage enhancement in frequency domain
Image enhancement in frequency domainPramod Rathore
 
Image enhancement in fourier transform part ii
Image enhancement in fourier transform part iiImage enhancement in fourier transform part ii
Image enhancement in fourier transform part iiPramod Rathore
 
Restoration by spatial filtering
Restoration by spatial filteringRestoration by spatial filtering
Restoration by spatial filteringPramod Rathore
 
Image enhancement in fourier transform
Image enhancement in fourier transformImage enhancement in fourier transform
Image enhancement in fourier transformPramod Rathore
 
Control statements
Control statementsControl statements
Control statementsPramod Rathore
 
How to handling strings in r
How to handling strings in rHow to handling strings in r
How to handling strings in rPramod Rathore
 
Handle list in r
Handle list in rHandle list in r
Handle list in rPramod Rathore
 
Data types in r
Data types in rData types in r
Data types in rPramod Rathore
 
6.histogram processing
6.histogram processing6.histogram processing
6.histogram processingPramod Rathore
 
5.image enhancement in spatial domain copy - copy
5.image enhancement in spatial domain copy - copy5.image enhancement in spatial domain copy - copy
5.image enhancement in spatial domain copy - copyPramod Rathore
 
4.image enhancement in spatial domain copy
4.image enhancement in spatial domain copy4.image enhancement in spatial domain copy
4.image enhancement in spatial domain copyPramod Rathore
 
Issues in machine learning
Issues in machine learningIssues in machine learning
Issues in machine learningPramod Rathore
 
R programming
R programmingR programming
R programmingPramod Rathore
 
Image enhancement in spatial domain
Image enhancement in spatial domainImage enhancement in spatial domain
Image enhancement in spatial domainPramod Rathore
 
2.image enhancement
2.image enhancement2.image enhancement
2.image enhancementPramod Rathore
 
Id3
Id3Id3
Id3Pramod Rathore
 
1.introduction to data science
1.introduction to data science1.introduction to data science
1.introduction to data sciencePramod Rathore
 
1. decision tree learning
1. decision tree learning1. decision tree learning
1. decision tree learningPramod Rathore
 
1.introduction to image processing
1.introduction to image processing1.introduction to image processing
1.introduction to image processingPramod Rathore
 
15.custom controls
15.custom controls15.custom controls
15.custom controlsPramod Rathore
 
14.web forms server controls
14.web forms server controls14.web forms server controls
14.web forms server controlsPramod Rathore
 
13.rich web controls
13.rich web controls13.rich web controls
13.rich web controlsPramod Rathore
 
12.registration form
12.registration form12.registration form
12.registration formPramod Rathore
 
9548086042 for call girls in Indira Nagar with room service
9548086042 for call girls in Indira Nagar with room service9548086042 for call girls in Indira Nagar with room service
9548086042 for call girls in Indira Nagar with room servicediscovermytutordmt
 
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptxINDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptxRAM LAL ANAND COLLEGE, DELHI UNIVERSITY.
 

More Related Content

More from Pramod Rathore

Image enhancement in fourier transform
Image enhancement in fourier transformImage enhancement in fourier transform
Image enhancement in fourier transformPramod Rathore
 
How to handling strings in r
How to handling strings in rHow to handling strings in r
How to handling strings in rPramod Rathore
 
6.histogram processing
6.histogram processing6.histogram processing
6.histogram processingPramod Rathore
 
5.image enhancement in spatial domain copy - copy
5.image enhancement in spatial domain copy - copy5.image enhancement in spatial domain copy - copy
5.image enhancement in spatial domain copy - copyPramod Rathore
 
4.image enhancement in spatial domain copy
4.image enhancement in spatial domain copy4.image enhancement in spatial domain copy
4.image enhancement in spatial domain copyPramod Rathore
 
Issues in machine learning
Issues in machine learningIssues in machine learning
Issues in machine learningPramod Rathore
 
Image enhancement in spatial domain
Image enhancement in spatial domainImage enhancement in spatial domain
Image enhancement in spatial domainPramod Rathore
 
1.introduction to data science
1.introduction to data science1.introduction to data science
1.introduction to data sciencePramod Rathore
 
1. decision tree learning
1. decision tree learning1. decision tree learning
1. decision tree learningPramod Rathore
 
1.introduction to image processing
1.introduction to image processing1.introduction to image processing
1.introduction to image processingPramod Rathore
 
14.web forms server controls
14.web forms server controls14.web forms server controls
14.web forms server controlsPramod Rathore
 

More from Pramod Rathore (20)

Image enhancement in fourier transform
Image enhancement in fourier transformImage enhancement in fourier transform
Image enhancement in fourier transform
 
Control statements
Control statementsControl statements
Control statements
 
How to handling strings in r
How to handling strings in rHow to handling strings in r
How to handling strings in r
 
Handle list in r
Handle list in rHandle list in r
Handle list in r
 
Data types in r
Data types in rData types in r
Data types in r
 
6.histogram processing
6.histogram processing6.histogram processing
6.histogram processing
 
5.image enhancement in spatial domain copy - copy
5.image enhancement in spatial domain copy - copy5.image enhancement in spatial domain copy - copy
5.image enhancement in spatial domain copy - copy
 
4.image enhancement in spatial domain copy
4.image enhancement in spatial domain copy4.image enhancement in spatial domain copy
4.image enhancement in spatial domain copy
 
Issues in machine learning
Issues in machine learningIssues in machine learning
Issues in machine learning
 
R programming
R programmingR programming
R programming
 
Image enhancement in spatial domain
Image enhancement in spatial domainImage enhancement in spatial domain
Image enhancement in spatial domain
 
2.image enhancement
2.image enhancement2.image enhancement
2.image enhancement
 
Id3
Id3Id3
Id3
 
1.introduction to data science
1.introduction to data science1.introduction to data science
1.introduction to data science
 
1. decision tree learning
1. decision tree learning1. decision tree learning
1. decision tree learning
 
1.introduction to image processing
1.introduction to image processing1.introduction to image processing
1.introduction to image processing
 
15.custom controls
15.custom controls15.custom controls
15.custom controls
 
14.web forms server controls
14.web forms server controls14.web forms server controls
14.web forms server controls
 
13.rich web controls
13.rich web controls13.rich web controls
13.rich web controls
 
12.registration form
12.registration form12.registration form
12.registration form
 

Recently uploaded

9548086042 for call girls in Indira Nagar with room service
9548086042 for call girls in Indira Nagar with room service9548086042 for call girls in Indira Nagar with room service
9548086042 for call girls in Indira Nagar with room servicediscovermytutordmt
 
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...fonyou31
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfJayanti Pande
 
Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Celine George
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfciinovamais
 
Disha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdfDisha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdfchloefrazer622
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13Steve Thomason
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityGeoBlogs
 
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...Sapna Thakur
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxVishalSingh1417
 
IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...
IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...
IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...PsychoTech Services
 
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Sapana Sha
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphThiyagu K
 
Class 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdfClass 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdfAyushMahapatra5
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfchloefrazer622
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDThiyagu K
 
fourth grading exam for kindergarten in writing
fourth grading exam for kindergarten in writingfourth grading exam for kindergarten in writing
fourth grading exam for kindergarten in writingTeacherCyreneCayanan
 

Recently uploaded (20)

9548086042 for call girls in Indira Nagar with room service
9548086042 for call girls in Indira Nagar with room service9548086042 for call girls in Indira Nagar with room service
9548086042 for call girls in Indira Nagar with room service
 
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptxINDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
 
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
 
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdf
 
Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17
 
Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
 
Disha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdfDisha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdf
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activity
 
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptx
 
IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...
IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...
IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...
 
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot Graph
 
Class 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdfClass 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdf
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdf
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SD
 
fourth grading exam for kindergarten in writing
fourth grading exam for kindergarten in writingfourth grading exam for kindergarten in writing
fourth grading exam for kindergarten in writing
 

Image restoration