SlideShare a Scribd company logo

Region Of Interest Extraction

•Download as PPT, PDF•
•
G
Gopi Krishnan Nambiar
TechnologyBusiness
1 of 21
REGION OF INTEREST EXTRACTION Guide Prof. Shylaja. S. S Varun Kamath B HOD, ISE Gopi Krishnan Nambiar
INTRODUCTION ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
CONTENT BASED IMAGE RETRIEVAL (CBIR) ,[object Object],[object Object]
CBIR ,[object Object],[object Object],[object Object]
OBJECT BASED IMAGE RETRIEVAL (OBIR) AND PERCEPTION BASED IMAGE RETRIEVAL (PBIR) ,[object Object],[object Object]
REGION OF INTEREST (ROI) ,[object Object],[object Object],[object Object]
SALIENCY MAP (S) ,[object Object],[object Object],[object Object]
VISUAL ATTENTION MAP (VA) ,[object Object],[object Object],[object Object]
ITTI – KOCH MODEL (I-K MODEL) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
GENERAL ALGORITHM
SAMPLE OUTPUTS FROM ITTI – KOCH MODEL Original Image Saliency Map
STENTIFORD MODEL ,[object Object],[object Object],[object Object]
STENTIFORD MODEL Matching neighborhoods x and y
SAMPLE OUTPUTS FROM STENTIFORD MODEL Original Image Visual Attention Map
COMPARISON BETWEEN ITTI-KOCH AND STENTIFORD MODEL OUTPUTS Original Image Saliency Map VA Map
A general view of the proposed VA-based ROI extraction method. Proposed ROI Extraction Index POA - Point of Attention AOA - Area of Attention VA – Visual Attention
GAUSSIAN PYRAMID ,[object Object]
EXAMPLE OF GAUSSIAN PYRAMIDING Figure 6: The Gaussian pyramid. The original image is repeatedly filtered and sub sampled to generate the sequence of reduced resolution images
CONCLUSIONS ,[object Object],[object Object]
DRAWBACKS ,[object Object],[object Object],[object Object]
REFERENCES ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Recommended

Image processing python
Image processing pythonImage processing python
Image processing pythonYAZIDI Imran
 
1 seaborn introduction
1 seaborn introduction 1 seaborn introduction
1 seaborn introduction YuleiLi3
 
Naive Bayes
Naive BayesNaive Bayes
Naive BayesCloudxLab
 
Camera model ‫‬
Camera model ‫‬Camera model ‫‬
Camera model ‫‬Fatima Radi
 
Features image processing and Extaction
Features image processing and ExtactionFeatures image processing and Extaction
Features image processing and ExtactionAli A Jalil
 
Lect5 principal component analysis
Lect5 principal component analysisLect5 principal component analysis
Lect5 principal component analysishktripathy
 
Face detection presentation slide
Face detection presentation slideFace detection presentation slide
Face detection presentation slideSanjoy Dutta
 
CV_1 Introduction of Computer Vision and its Application
CV_1 Introduction of Computer Vision and its ApplicationCV_1 Introduction of Computer Vision and its Application
CV_1 Introduction of Computer Vision and its ApplicationKhushali Kathiriya
 

Recommended

Image processing python
Image processing pythonImage processing python
Image processing pythonYAZIDI Imran
 
1 seaborn introduction
1 seaborn introduction 1 seaborn introduction
1 seaborn introduction YuleiLi3
 
Naive Bayes
Naive BayesNaive Bayes
Naive BayesCloudxLab
 
Camera model ‫‬
Camera model ‫‬Camera model ‫‬
Camera model ‫‬Fatima Radi
 
Features image processing and Extaction
Features image processing and ExtactionFeatures image processing and Extaction
Features image processing and ExtactionAli A Jalil
 
Lect5 principal component analysis
Lect5 principal component analysisLect5 principal component analysis
Lect5 principal component analysishktripathy
 
Face detection presentation slide
Face detection presentation slideFace detection presentation slide
Face detection presentation slideSanjoy Dutta
 
CV_1 Introduction of Computer Vision and its Application
CV_1 Introduction of Computer Vision and its ApplicationCV_1 Introduction of Computer Vision and its Application
CV_1 Introduction of Computer Vision and its ApplicationKhushali Kathiriya
 
Generalized Reinforcement Learning
Generalized Reinforcement LearningGeneralized Reinforcement Learning
Generalized Reinforcement LearningPo-Hsiang (Barnett) Chiu
 
Machine Learning - Object Detection and Classification
Machine Learning - Object Detection and ClassificationMachine Learning - Object Detection and Classification
Machine Learning - Object Detection and ClassificationVikas Jain
 
Dilation and erosion
Dilation and erosionDilation and erosion
Dilation and erosionAswin Pv
 
Python for Data Science with Anaconda
Python for Data Science with AnacondaPython for Data Science with Anaconda
Python for Data Science with AnacondaTravis Oliphant
 
2.mathematics for machine learning
2.mathematics for machine learning2.mathematics for machine learning
2.mathematics for machine learningKONGU ENGINEERING COLLEGE
 
Z buffer
Z bufferZ buffer
Z bufferAmitBiswas99
 
All about that pooling
All about that poolingAll about that pooling
All about that poolingDong Heon Cho
 
Python Seaborn Data Visualization
Python Seaborn Data Visualization Python Seaborn Data Visualization
Python Seaborn Data Visualization Sourabh Sahu
 
Image segmentation
Image segmentationImage segmentation
Image segmentationMd Shabir Alam
 
Feature detection and matching
Feature detection and matchingFeature detection and matching
Feature detection and matchingKuppusamy P
 
Content based image retrieval(cbir)
Content based image retrieval(cbir)Content based image retrieval(cbir)
Content based image retrieval(cbir)paddu123
 
CONTENT BASED IMAGE RETRIEVAL SYSTEM
CONTENT BASED IMAGE RETRIEVAL SYSTEMCONTENT BASED IMAGE RETRIEVAL SYSTEM
CONTENT BASED IMAGE RETRIEVAL SYSTEMVamsi IV
 
Deep Learning
Deep LearningDeep Learning
Deep LearningMoctardOLOULADE
 
face detection
face detectionface detection
face detectionSmriti Tikoo
 
CBIR
CBIRCBIR
CBIRDurga Kinge
 
Image Restoration (Frequency Domain Filters):Basics
Image Restoration (Frequency Domain Filters):BasicsImage Restoration (Frequency Domain Filters):Basics
Image Restoration (Frequency Domain Filters):BasicsKalyan Acharjya
 
Feature Extraction and Principal Component Analysis
Feature Extraction and Principal Component AnalysisFeature Extraction and Principal Component Analysis
Feature Extraction and Principal Component AnalysisSayed Abulhasan Quadri
 
CV_2 Filtering_Example
CV_2 Filtering_ExampleCV_2 Filtering_Example
CV_2 Filtering_ExampleKhushali Kathiriya
 
Onnx and onnx runtime
Onnx and onnx runtimeOnnx and onnx runtime
Onnx and onnx runtimeVishwas N
 
ESTIMATING NOISE PARAMETER & FILTERING (Digital Image Processing)
ESTIMATING NOISE PARAMETER & FILTERING (Digital Image Processing)ESTIMATING NOISE PARAMETER & FILTERING (Digital Image Processing)
ESTIMATING NOISE PARAMETER & FILTERING (Digital Image Processing)Shajun Nisha
 
Extraction of region of interest in an image
Extraction of region of interest in an imageExtraction of region of interest in an image
Extraction of region of interest in an imageHarsukh Chandak
 
Workshopvin4 Region Of Interest Advanced Video Coding
Workshopvin4 Region Of Interest Advanced Video CodingWorkshopvin4 Region Of Interest Advanced Video Coding
Workshopvin4 Region Of Interest Advanced Video Codingimec.archive
 

More Related Content

What's hot

Machine Learning - Object Detection and Classification
Machine Learning - Object Detection and ClassificationMachine Learning - Object Detection and Classification
Machine Learning - Object Detection and ClassificationVikas Jain
 
Dilation and erosion
Dilation and erosionDilation and erosion
Dilation and erosionAswin Pv
 
Python for Data Science with Anaconda
Python for Data Science with AnacondaPython for Data Science with Anaconda
Python for Data Science with AnacondaTravis Oliphant
 
All about that pooling
All about that poolingAll about that pooling
All about that poolingDong Heon Cho
 
Python Seaborn Data Visualization
Python Seaborn Data Visualization Python Seaborn Data Visualization
Python Seaborn Data Visualization Sourabh Sahu
 
Feature detection and matching
Feature detection and matchingFeature detection and matching
Feature detection and matchingKuppusamy P
 
Content based image retrieval(cbir)
Content based image retrieval(cbir)Content based image retrieval(cbir)
Content based image retrieval(cbir)paddu123
 
CONTENT BASED IMAGE RETRIEVAL SYSTEM
CONTENT BASED IMAGE RETRIEVAL SYSTEMCONTENT BASED IMAGE RETRIEVAL SYSTEM
CONTENT BASED IMAGE RETRIEVAL SYSTEMVamsi IV
 
Image Restoration (Frequency Domain Filters):Basics
Image Restoration (Frequency Domain Filters):BasicsImage Restoration (Frequency Domain Filters):Basics
Image Restoration (Frequency Domain Filters):BasicsKalyan Acharjya
 
Feature Extraction and Principal Component Analysis
Feature Extraction and Principal Component AnalysisFeature Extraction and Principal Component Analysis
Feature Extraction and Principal Component AnalysisSayed Abulhasan Quadri
 
Onnx and onnx runtime
Onnx and onnx runtimeOnnx and onnx runtime
Onnx and onnx runtimeVishwas N
 
ESTIMATING NOISE PARAMETER & FILTERING (Digital Image Processing)
ESTIMATING NOISE PARAMETER & FILTERING (Digital Image Processing)ESTIMATING NOISE PARAMETER & FILTERING (Digital Image Processing)
ESTIMATING NOISE PARAMETER & FILTERING (Digital Image Processing)Shajun Nisha
 

What's hot (20)

Generalized Reinforcement Learning
Generalized Reinforcement LearningGeneralized Reinforcement Learning
Generalized Reinforcement Learning
 
Machine Learning - Object Detection and Classification
Machine Learning - Object Detection and ClassificationMachine Learning - Object Detection and Classification
Machine Learning - Object Detection and Classification
 
Dilation and erosion
Dilation and erosionDilation and erosion
Dilation and erosion
 
Python for Data Science with Anaconda
Python for Data Science with AnacondaPython for Data Science with Anaconda
Python for Data Science with Anaconda
 
2.mathematics for machine learning
2.mathematics for machine learning2.mathematics for machine learning
2.mathematics for machine learning
 
Z buffer
Z bufferZ buffer
Z buffer
 
All about that pooling
All about that poolingAll about that pooling
All about that pooling
 
Python Seaborn Data Visualization
Python Seaborn Data Visualization Python Seaborn Data Visualization
Python Seaborn Data Visualization
 
Image segmentation
Image segmentationImage segmentation
Image segmentation
 
Feature detection and matching
Feature detection and matchingFeature detection and matching
Feature detection and matching
 
Content based image retrieval(cbir)
Content based image retrieval(cbir)Content based image retrieval(cbir)
Content based image retrieval(cbir)
 
CONTENT BASED IMAGE RETRIEVAL SYSTEM
CONTENT BASED IMAGE RETRIEVAL SYSTEMCONTENT BASED IMAGE RETRIEVAL SYSTEM
CONTENT BASED IMAGE RETRIEVAL SYSTEM
 
Deep Learning
Deep LearningDeep Learning
Deep Learning
 
face detection
face detectionface detection
face detection
 
CBIR
CBIRCBIR
CBIR
 
Image Restoration (Frequency Domain Filters):Basics
Image Restoration (Frequency Domain Filters):BasicsImage Restoration (Frequency Domain Filters):Basics
Image Restoration (Frequency Domain Filters):Basics
 
Feature Extraction and Principal Component Analysis
Feature Extraction and Principal Component AnalysisFeature Extraction and Principal Component Analysis
Feature Extraction and Principal Component Analysis
 
CV_2 Filtering_Example
CV_2 Filtering_ExampleCV_2 Filtering_Example
CV_2 Filtering_Example
 
Onnx and onnx runtime
Onnx and onnx runtimeOnnx and onnx runtime
Onnx and onnx runtime
 
ESTIMATING NOISE PARAMETER & FILTERING (Digital Image Processing)
ESTIMATING NOISE PARAMETER & FILTERING (Digital Image Processing)ESTIMATING NOISE PARAMETER & FILTERING (Digital Image Processing)
ESTIMATING NOISE PARAMETER & FILTERING (Digital Image Processing)
 

Viewers also liked

Extraction of region of interest in an image
Extraction of region of interest in an imageExtraction of region of interest in an image
Extraction of region of interest in an imageHarsukh Chandak
 
Workshopvin4 Region Of Interest Advanced Video Coding
Workshopvin4 Region Of Interest Advanced Video CodingWorkshopvin4 Region Of Interest Advanced Video Coding
Workshopvin4 Region Of Interest Advanced Video Codingimec.archive
 
Dmitry Stepanov - Detector of interest point from region of interest on NBI ...
Dmitry Stepanov - Detector of interest point from region of interest on NBI ...Dmitry Stepanov - Detector of interest point from region of interest on NBI ...
Dmitry Stepanov - Detector of interest point from region of interest on NBI ...AIST
 
finger print pore extraction methods
finger print pore extraction methodsfinger print pore extraction methods
finger print pore extraction methodsARVIND SARDAR
 
MetaAnalysis of Multimedia Transmission quality improvements in Wireless Netw...
MetaAnalysis of Multimedia Transmission quality improvements in Wireless Netw...MetaAnalysis of Multimedia Transmission quality improvements in Wireless Netw...
MetaAnalysis of Multimedia Transmission quality improvements in Wireless Netw...Iffat Ahmed
 
Robust region of interest determination based on user attention model through...
Robust region of interest determination based on user attention model through...Robust region of interest determination based on user attention model through...
Robust region of interest determination based on user attention model through...Hongwei Huang
 
Amalgamation of contour, texture, color, edge, and spatial features for effic...
Amalgamation of contour, texture, color, edge, and spatial features for effic...Amalgamation of contour, texture, color, edge, and spatial features for effic...
Amalgamation of contour, texture, color, edge, and spatial features for effic...eSAT Journals
 
Features Analysis in CBIR Systems
Features Analysis in CBIR SystemsFeatures Analysis in CBIR Systems
Features Analysis in CBIR SystemsEditor IJCATR
 
11.graph cut based local binary patterns for content based image retrieval
11.graph cut based local binary patterns for content based image retrieval11.graph cut based local binary patterns for content based image retrieval
11.graph cut based local binary patterns for content based image retrievalAlexander Decker
 
A Hybrid Trademark Retrieval System Using Four-Gray-Level Zernike Moments & ...
A Hybrid Trademark Retrieval System Using Four-Gray-Level Zernike Moments & ...A Hybrid Trademark Retrieval System Using Four-Gray-Level Zernike Moments & ...
A Hybrid Trademark Retrieval System Using Four-Gray-Level Zernike Moments & ...Kazi Mostafa
 
Content based image retrieval for agriculture crops
Content based image retrieval for agriculture cropsContent based image retrieval for agriculture crops
Content based image retrieval for agriculture cropsAboul Ella Hassanien
 
How Does Multimedia Enhance The Use Of Information System In Organisations
How Does Multimedia Enhance The Use Of Information System In OrganisationsHow Does Multimedia Enhance The Use Of Information System In Organisations
How Does Multimedia Enhance The Use Of Information System In OrganisationsFaisal Haroon
 
YFCC100M HybridNet fc6 Deep Features for Content-Based Image Retrieval
YFCC100M HybridNet fc6 Deep Features for Content-Based Image RetrievalYFCC100M HybridNet fc6 Deep Features for Content-Based Image Retrieval
YFCC100M HybridNet fc6 Deep Features for Content-Based Image RetrievalFabrizio Falchi
 
CONTENT BASED MEDICAL IMAGE INDEXING AND RETRIEVAL USING A FUZZY COMPACT COMP...
CONTENT BASED MEDICAL IMAGE INDEXING AND RETRIEVAL USING A FUZZY COMPACT COMP...CONTENT BASED MEDICAL IMAGE INDEXING AND RETRIEVAL USING A FUZZY COMPACT COMP...
CONTENT BASED MEDICAL IMAGE INDEXING AND RETRIEVAL USING A FUZZY COMPACT COMP...guesta2cfc
 
Privacy protection of visual information
Privacy protection of visual informationPrivacy protection of visual information
Privacy protection of visual informationTouradj Ebrahimi
 
DYNAMIC REGION OF INTEREST TRANSCODING FOR MULTIPOINT VIDEO ...
DYNAMIC REGION OF INTEREST TRANSCODING FOR MULTIPOINT VIDEO ...DYNAMIC REGION OF INTEREST TRANSCODING FOR MULTIPOINT VIDEO ...
DYNAMIC REGION OF INTEREST TRANSCODING FOR MULTIPOINT VIDEO ...Videoguy
 
Periscope: A Content-based Image Retrieval Engine
Periscope: A Content-based Image Retrieval EnginePeriscope: A Content-based Image Retrieval Engine
Periscope: A Content-based Image Retrieval EngineAntigoni-Maria Founta
 
Andres Rodriguez at AI Frontiers: Catalyzing Deep Learning's Impact in the En...
Andres Rodriguez at AI Frontiers: Catalyzing Deep Learning's Impact in the En...Andres Rodriguez at AI Frontiers: Catalyzing Deep Learning's Impact in the En...
Andres Rodriguez at AI Frontiers: Catalyzing Deep Learning's Impact in the En...Intel Nervana
 

Viewers also liked (20)

Extraction of region of interest in an image
Extraction of region of interest in an imageExtraction of region of interest in an image
Extraction of region of interest in an image
 
Workshopvin4 Region Of Interest Advanced Video Coding
Workshopvin4 Region Of Interest Advanced Video CodingWorkshopvin4 Region Of Interest Advanced Video Coding
Workshopvin4 Region Of Interest Advanced Video Coding
 
Dmitry Stepanov - Detector of interest point from region of interest on NBI ...
Dmitry Stepanov - Detector of interest point from region of interest on NBI ...Dmitry Stepanov - Detector of interest point from region of interest on NBI ...
Dmitry Stepanov - Detector of interest point from region of interest on NBI ...
 
finger print pore extraction methods
finger print pore extraction methodsfinger print pore extraction methods
finger print pore extraction methods
 
MetaAnalysis of Multimedia Transmission quality improvements in Wireless Netw...
MetaAnalysis of Multimedia Transmission quality improvements in Wireless Netw...MetaAnalysis of Multimedia Transmission quality improvements in Wireless Netw...
MetaAnalysis of Multimedia Transmission quality improvements in Wireless Netw...
 
Robust region of interest determination based on user attention model through...
Robust region of interest determination based on user attention model through...Robust region of interest determination based on user attention model through...
Robust region of interest determination based on user attention model through...
 
D010332630
D010332630D010332630
D010332630
 
Amalgamation of contour, texture, color, edge, and spatial features for effic...
Amalgamation of contour, texture, color, edge, and spatial features for effic...Amalgamation of contour, texture, color, edge, and spatial features for effic...
Amalgamation of contour, texture, color, edge, and spatial features for effic...
 
Features Analysis in CBIR Systems
Features Analysis in CBIR SystemsFeatures Analysis in CBIR Systems
Features Analysis in CBIR Systems
 
11.graph cut based local binary patterns for content based image retrieval
11.graph cut based local binary patterns for content based image retrieval11.graph cut based local binary patterns for content based image retrieval
11.graph cut based local binary patterns for content based image retrieval
 
A Hybrid Trademark Retrieval System Using Four-Gray-Level Zernike Moments & ...
A Hybrid Trademark Retrieval System Using Four-Gray-Level Zernike Moments & ...A Hybrid Trademark Retrieval System Using Four-Gray-Level Zernike Moments & ...
A Hybrid Trademark Retrieval System Using Four-Gray-Level Zernike Moments & ...
 
Content based image retrieval for agriculture crops
Content based image retrieval for agriculture cropsContent based image retrieval for agriculture crops
Content based image retrieval for agriculture crops
 
How Does Multimedia Enhance The Use Of Information System In Organisations
How Does Multimedia Enhance The Use Of Information System In OrganisationsHow Does Multimedia Enhance The Use Of Information System In Organisations
How Does Multimedia Enhance The Use Of Information System In Organisations
 
YFCC100M HybridNet fc6 Deep Features for Content-Based Image Retrieval
YFCC100M HybridNet fc6 Deep Features for Content-Based Image RetrievalYFCC100M HybridNet fc6 Deep Features for Content-Based Image Retrieval
YFCC100M HybridNet fc6 Deep Features for Content-Based Image Retrieval
 
CONTENT BASED MEDICAL IMAGE INDEXING AND RETRIEVAL USING A FUZZY COMPACT COMP...
CONTENT BASED MEDICAL IMAGE INDEXING AND RETRIEVAL USING A FUZZY COMPACT COMP...CONTENT BASED MEDICAL IMAGE INDEXING AND RETRIEVAL USING A FUZZY COMPACT COMP...
CONTENT BASED MEDICAL IMAGE INDEXING AND RETRIEVAL USING A FUZZY COMPACT COMP...
 
Mw2012 eyetracking
Mw2012 eyetrackingMw2012 eyetracking
Mw2012 eyetracking
 
Privacy protection of visual information
Privacy protection of visual informationPrivacy protection of visual information
Privacy protection of visual information
 
DYNAMIC REGION OF INTEREST TRANSCODING FOR MULTIPOINT VIDEO ...
DYNAMIC REGION OF INTEREST TRANSCODING FOR MULTIPOINT VIDEO ...DYNAMIC REGION OF INTEREST TRANSCODING FOR MULTIPOINT VIDEO ...
DYNAMIC REGION OF INTEREST TRANSCODING FOR MULTIPOINT VIDEO ...
 
Periscope: A Content-based Image Retrieval Engine
Periscope: A Content-based Image Retrieval EnginePeriscope: A Content-based Image Retrieval Engine
Periscope: A Content-based Image Retrieval Engine
 
Andres Rodriguez at AI Frontiers: Catalyzing Deep Learning's Impact in the En...
Andres Rodriguez at AI Frontiers: Catalyzing Deep Learning's Impact in the En...Andres Rodriguez at AI Frontiers: Catalyzing Deep Learning's Impact in the En...
Andres Rodriguez at AI Frontiers: Catalyzing Deep Learning's Impact in the En...
 

Similar to Region Of Interest Extraction

Fusion of demands in review of bag of-visual words
Fusion of demands in review of bag of-visual wordsFusion of demands in review of bag of-visual words
Fusion of demands in review of bag of-visual wordseSAT Publishing House
 
Fusing stereo images into its equivalent cyclopean view
Fusing stereo images into its equivalent cyclopean viewFusing stereo images into its equivalent cyclopean view
Fusing stereo images into its equivalent cyclopean viewEngineering Publication House
 
Image Retrieval using Graph based Visual Saliency
Image Retrieval using Graph based Visual SaliencyImage Retrieval using Graph based Visual Saliency
Image Retrieval using Graph based Visual SaliencyIRJET Journal
 
Clustering Based Approximation in Facial Image Retrieval
Clustering Based Approximation in Facial Image RetrievalClustering Based Approximation in Facial Image Retrieval
Clustering Based Approximation in Facial Image RetrievalIJERA Editor
 
Literature Review on Content Based Image Retrieval
Literature Review on Content Based Image RetrievalLiterature Review on Content Based Image Retrieval
Literature Review on Content Based Image RetrievalUpekha Vandebona
 
Image Retrieval using Equalized Histogram Image Bins Moments
Image Retrieval using Equalized Histogram Image Bins MomentsImage Retrieval using Equalized Histogram Image Bins Moments
Image Retrieval using Equalized Histogram Image Bins MomentsIDES Editor
 
A Study on Image Retrieval Features and Techniques with Various Combinations
A Study on Image Retrieval Features and Techniques with Various CombinationsA Study on Image Retrieval Features and Techniques with Various Combinations
A Study on Image Retrieval Features and Techniques with Various CombinationsIRJET Journal
 
An Enhanced Image Warping Technique
An Enhanced Image Warping TechniqueAn Enhanced Image Warping Technique
An Enhanced Image Warping TechniqueCSCJournals
 
A novel approach for performance parameter estimation of face recognition bas...
A novel approach for performance parameter estimation of face recognition bas...A novel approach for performance parameter estimation of face recognition bas...
A novel approach for performance parameter estimation of face recognition bas...IJMER
 
A COMPARATIVE ANALYSIS OF RETRIEVAL TECHNIQUES IN CONTENT BASED IMAGE RETRIEVAL
A COMPARATIVE ANALYSIS OF RETRIEVAL TECHNIQUES IN CONTENT BASED IMAGE RETRIEVALA COMPARATIVE ANALYSIS OF RETRIEVAL TECHNIQUES IN CONTENT BASED IMAGE RETRIEVAL
A COMPARATIVE ANALYSIS OF RETRIEVAL TECHNIQUES IN CONTENT BASED IMAGE RETRIEVALcscpconf
 
A comparative analysis of retrieval techniques in content based image retrieval
A comparative analysis of retrieval techniques in content based image retrievalA comparative analysis of retrieval techniques in content based image retrieval
A comparative analysis of retrieval techniques in content based image retrievalcsandit
 
An Automatic Color Feature Vector Classification Based on Clustering Method
An Automatic Color Feature Vector Classification Based on Clustering MethodAn Automatic Color Feature Vector Classification Based on Clustering Method
An Automatic Color Feature Vector Classification Based on Clustering MethodRSIS International
 
1. control of real time traffic with the help of image processing
1. control of real time traffic with the help of image processing1. control of real time traffic with the help of image processing
1. control of real time traffic with the help of image processingNitish Kotak
 
A Color Boosted Local Feature Extraction Method for Mobile Product Search
A Color Boosted Local Feature Extraction Method for Mobile Product SearchA Color Boosted Local Feature Extraction Method for Mobile Product Search
A Color Boosted Local Feature Extraction Method for Mobile Product Searchidescitation
 
Rotation Invariant Face Recognition using RLBP, LPQ and CONTOURLET Transform
Rotation Invariant Face Recognition using RLBP, LPQ and CONTOURLET TransformRotation Invariant Face Recognition using RLBP, LPQ and CONTOURLET Transform
Rotation Invariant Face Recognition using RLBP, LPQ and CONTOURLET TransformIRJET Journal
 
Image Forgery Detection Using Feature Point Matching and Adaptive Over Segmen...
Image Forgery Detection Using Feature Point Matching and Adaptive Over Segmen...Image Forgery Detection Using Feature Point Matching and Adaptive Over Segmen...
Image Forgery Detection Using Feature Point Matching and Adaptive Over Segmen...dbpublications
 
Content-Based Image Retrieval Case Study
Content-Based Image Retrieval Case StudyContent-Based Image Retrieval Case Study
Content-Based Image Retrieval Case StudyLisa Kennedy
 
Web Image Retrieval Using Visual Dictionary
Web Image Retrieval Using Visual DictionaryWeb Image Retrieval Using Visual Dictionary
Web Image Retrieval Using Visual Dictionaryijwscjournal
 

Similar to Region Of Interest Extraction (20)

Fusion of demands in review of bag of-visual words
Fusion of demands in review of bag of-visual wordsFusion of demands in review of bag of-visual words
Fusion of demands in review of bag of-visual words
 
Fusing stereo images into its equivalent cyclopean view
Fusing stereo images into its equivalent cyclopean viewFusing stereo images into its equivalent cyclopean view
Fusing stereo images into its equivalent cyclopean view
 
Image Retrieval using Graph based Visual Saliency
Image Retrieval using Graph based Visual SaliencyImage Retrieval using Graph based Visual Saliency
Image Retrieval using Graph based Visual Saliency
 
Clustering Based Approximation in Facial Image Retrieval
Clustering Based Approximation in Facial Image RetrievalClustering Based Approximation in Facial Image Retrieval
Clustering Based Approximation in Facial Image Retrieval
 
Literature Review on Content Based Image Retrieval
Literature Review on Content Based Image RetrievalLiterature Review on Content Based Image Retrieval
Literature Review on Content Based Image Retrieval
 
Image Retrieval using Equalized Histogram Image Bins Moments
Image Retrieval using Equalized Histogram Image Bins MomentsImage Retrieval using Equalized Histogram Image Bins Moments
Image Retrieval using Equalized Histogram Image Bins Moments
 
H018124360
H018124360H018124360
H018124360
 
A Study on Image Retrieval Features and Techniques with Various Combinations
A Study on Image Retrieval Features and Techniques with Various CombinationsA Study on Image Retrieval Features and Techniques with Various Combinations
A Study on Image Retrieval Features and Techniques with Various Combinations
 
An Enhanced Image Warping Technique
An Enhanced Image Warping TechniqueAn Enhanced Image Warping Technique
An Enhanced Image Warping Technique
 
A novel approach for performance parameter estimation of face recognition bas...
A novel approach for performance parameter estimation of face recognition bas...A novel approach for performance parameter estimation of face recognition bas...
A novel approach for performance parameter estimation of face recognition bas...
 
A COMPARATIVE ANALYSIS OF RETRIEVAL TECHNIQUES IN CONTENT BASED IMAGE RETRIEVAL
A COMPARATIVE ANALYSIS OF RETRIEVAL TECHNIQUES IN CONTENT BASED IMAGE RETRIEVALA COMPARATIVE ANALYSIS OF RETRIEVAL TECHNIQUES IN CONTENT BASED IMAGE RETRIEVAL
A COMPARATIVE ANALYSIS OF RETRIEVAL TECHNIQUES IN CONTENT BASED IMAGE RETRIEVAL
 
A comparative analysis of retrieval techniques in content based image retrieval
A comparative analysis of retrieval techniques in content based image retrievalA comparative analysis of retrieval techniques in content based image retrieval
A comparative analysis of retrieval techniques in content based image retrieval
 
Ck36515520
Ck36515520Ck36515520
Ck36515520
 
An Automatic Color Feature Vector Classification Based on Clustering Method
An Automatic Color Feature Vector Classification Based on Clustering MethodAn Automatic Color Feature Vector Classification Based on Clustering Method
An Automatic Color Feature Vector Classification Based on Clustering Method
 
1. control of real time traffic with the help of image processing
1. control of real time traffic with the help of image processing1. control of real time traffic with the help of image processing
1. control of real time traffic with the help of image processing
 
A Color Boosted Local Feature Extraction Method for Mobile Product Search
A Color Boosted Local Feature Extraction Method for Mobile Product SearchA Color Boosted Local Feature Extraction Method for Mobile Product Search
A Color Boosted Local Feature Extraction Method for Mobile Product Search
 
Rotation Invariant Face Recognition using RLBP, LPQ and CONTOURLET Transform
Rotation Invariant Face Recognition using RLBP, LPQ and CONTOURLET TransformRotation Invariant Face Recognition using RLBP, LPQ and CONTOURLET Transform
Rotation Invariant Face Recognition using RLBP, LPQ and CONTOURLET Transform
 
Image Forgery Detection Using Feature Point Matching and Adaptive Over Segmen...
Image Forgery Detection Using Feature Point Matching and Adaptive Over Segmen...Image Forgery Detection Using Feature Point Matching and Adaptive Over Segmen...
Image Forgery Detection Using Feature Point Matching and Adaptive Over Segmen...
 
Content-Based Image Retrieval Case Study
Content-Based Image Retrieval Case StudyContent-Based Image Retrieval Case Study
Content-Based Image Retrieval Case Study
 
Web Image Retrieval Using Visual Dictionary
Web Image Retrieval Using Visual DictionaryWeb Image Retrieval Using Visual Dictionary
Web Image Retrieval Using Visual Dictionary
 

Recently uploaded

Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxRustici Software
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingEdi Saputra
 
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Jeffrey Haguewood
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdflior mazor
 
Navi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Navi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot ModelNavi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Navi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot ModelDeepika Singh
 
FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024The Digital Insurer
 
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Zilliz
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherRemote DBA Services
 
A Beginners Guide to Building a RAG App Using Open Source Milvus
A Beginners Guide to Building a RAG App Using Open Source MilvusA Beginners Guide to Building a RAG App Using Open Source Milvus
A Beginners Guide to Building a RAG App Using Open Source MilvusZilliz
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century educationjfdjdjcjdnsjd
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processorsdebabhi2
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...apidays
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CVKhem
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAndrey Devyatkin
 
Ransomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfRansomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfOverkill Security
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...DianaGray10
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc
 

Recently uploaded (20)

Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptx
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
 
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
Navi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Navi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot ModelNavi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Navi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot Model
 
FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024
 
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
A Beginners Guide to Building a RAG App Using Open Source Milvus
A Beginners Guide to Building a RAG App Using Open Source MilvusA Beginners Guide to Building a RAG App Using Open Source Milvus
A Beginners Guide to Building a RAG App Using Open Source Milvus
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Ransomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfRansomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdf
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 

Region Of Interest Extraction