SlideShare una empresa de Scribd logo

L008.Eigenfaces And Nn Som

•Descargar como PPT, PDF•
•
ramesh kumar
ramesh kumar

face recognition system

TecnologíaNoticias y política
1 de 27
CONTENT BASED FACE RECOGNITION Ankur Jain 01D05007 Pranshu Sharma 01005026 Prashant Baronia 01D05005 Swapnil Zarekar 01D05001 Under the guidance of Prof. Pushpak Bhattacharya
Introduction ,[object Object],[object Object],[object Object]
Why face recognition ? ,[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],Difference From Image Recognition
Approach ,[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Face Recognition Using Eigenfaces
[object Object],[object Object],Eigen Space and Eigen Faces
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Steps In Face Recognition
PCA ,[object Object],[object Object],[object Object]
Eigenfaces (1) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Eigenfaces (2) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Eigenfaces (3) ,[object Object],[object Object],[object Object],[object Object]
Eigenfaces (4) ,[object Object],[object Object],[object Object],[object Object]
Classification Using Nearest Neighbor ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Neural Networks and TS-SOM
What are Neural Networks ? ,[object Object],[object Object],[object Object],[object Object]
What is SOM ? ,[object Object],[object Object],[object Object],[object Object],[object Object]
Training of SOM ,[object Object],[object Object],[object Object],[object Object]
Example of a two-dimensional TS-SOM structure of 3 levels
Algorithm ,[object Object],[object Object],[object Object],[object Object]
Relevance Feedback ,[object Object],[object Object],[object Object],[object Object],[object Object]
Interaction Between User & System ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
Comparison of the Two Approaches ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Future Work ,[object Object],[object Object],[object Object]
References ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Recomendados

Face Recognition on MATLAB
Face Recognition on MATLABFace Recognition on MATLAB
Face Recognition on MATLABMukesh Taneja
 
Automatic Attendace using convolutional neural network Face Recognition
Automatic Attendace using convolutional neural network Face RecognitionAutomatic Attendace using convolutional neural network Face Recognition
Automatic Attendace using convolutional neural network Face Recognitionvatsal199567
 
FACE RECOGNITION USING PRINCIPAL COMPONENT ANALYSIS WITH MEDIAN FOR NORMALIZA...
FACE RECOGNITION USING PRINCIPAL COMPONENT ANALYSIS WITH MEDIAN FOR NORMALIZA...FACE RECOGNITION USING PRINCIPAL COMPONENT ANALYSIS WITH MEDIAN FOR NORMALIZA...
FACE RECOGNITION USING PRINCIPAL COMPONENT ANALYSIS WITH MEDIAN FOR NORMALIZA...csandit
 
Term11566
Term11566Term11566
Term11566Mukesh0420
 
Face recogntion using PCA algorithm
Face recogntion using PCA algorithmFace recogntion using PCA algorithm
Face recogntion using PCA algorithmAshwini Awatare
 
Face Recognition
Face RecognitionFace Recognition
Face Recognitionlaknatha
 
Face Recognition Using Neural Networks
Face Recognition Using Neural NetworksFace Recognition Using Neural Networks
Face Recognition Using Neural NetworksCSCJournals
 
Design of face recognition system using principal
Design of face recognition system using principalDesign of face recognition system using principal
Design of face recognition system using principaleSAT Publishing House
 

Recomendados

Face Recognition on MATLAB
Face Recognition on MATLABFace Recognition on MATLAB
Face Recognition on MATLABMukesh Taneja
 
Automatic Attendace using convolutional neural network Face Recognition
Automatic Attendace using convolutional neural network Face RecognitionAutomatic Attendace using convolutional neural network Face Recognition
Automatic Attendace using convolutional neural network Face Recognitionvatsal199567
 
FACE RECOGNITION USING PRINCIPAL COMPONENT ANALYSIS WITH MEDIAN FOR NORMALIZA...
FACE RECOGNITION USING PRINCIPAL COMPONENT ANALYSIS WITH MEDIAN FOR NORMALIZA...FACE RECOGNITION USING PRINCIPAL COMPONENT ANALYSIS WITH MEDIAN FOR NORMALIZA...
FACE RECOGNITION USING PRINCIPAL COMPONENT ANALYSIS WITH MEDIAN FOR NORMALIZA...csandit
 
Term11566
Term11566Term11566
Term11566Mukesh0420
 
Face recogntion using PCA algorithm
Face recogntion using PCA algorithmFace recogntion using PCA algorithm
Face recogntion using PCA algorithmAshwini Awatare
 
Face Recognition
Face RecognitionFace Recognition
Face Recognitionlaknatha
 
Face Recognition Using Neural Networks
Face Recognition Using Neural NetworksFace Recognition Using Neural Networks
Face Recognition Using Neural NetworksCSCJournals
 
Design of face recognition system using principal
Design of face recognition system using principalDesign of face recognition system using principal
Design of face recognition system using principaleSAT Publishing House
 
Face recognition using laplacian faces
Face recognition using laplacian facesFace recognition using laplacian faces
Face recognition using laplacian facesPulkiŧ Sharma
 
Facial Emotion Recognition: A Deep Learning approach
Facial Emotion Recognition: A Deep Learning approachFacial Emotion Recognition: A Deep Learning approach
Facial Emotion Recognition: A Deep Learning approachAshwinRachha
 
A neural ada boost based facial expression recogniton System
A neural ada boost based facial expression recogniton SystemA neural ada boost based facial expression recogniton System
A neural ada boost based facial expression recogniton SystemInternational Islamic University
 
Deep vs diverse architectures for classification problems
Deep vs diverse architectures for classification problemsDeep vs diverse architectures for classification problems
Deep vs diverse architectures for classification problemsColleen Farrelly
 
Exploration of Imputation Methods for Missingness in Image Segmentation
Exploration of Imputation Methods for Missingness in Image SegmentationExploration of Imputation Methods for Missingness in Image Segmentation
Exploration of Imputation Methods for Missingness in Image SegmentationChristopher Peter Makris
 
GROUPING OBJECTS BASED ON THEIR APPEARANCE
GROUPING OBJECTS BASED ON THEIR APPEARANCEGROUPING OBJECTS BASED ON THEIR APPEARANCE
GROUPING OBJECTS BASED ON THEIR APPEARANCEijaia
 
fuzzy LBP for face recognition ppt
fuzzy LBP for face recognition pptfuzzy LBP for face recognition ppt
fuzzy LBP for face recognition pptAbdullah Gubbi
 
Survival Analysis Superlearner
Survival Analysis SuperlearnerSurvival Analysis Superlearner
Survival Analysis SuperlearnerColleen Farrelly
 
slides
slidesslides
slidesbutest
 
FULL PAPER.PDF
FULL PAPER.PDFFULL PAPER.PDF
FULL PAPER.PDFJafar Emamipour
 
Supervised and unsupervised learning
Supervised and unsupervised learningSupervised and unsupervised learning
Supervised and unsupervised learningAmAn Singh
 
Caricature Recognition and Generation
Caricature Recognition and GenerationCaricature Recognition and Generation
Caricature Recognition and GenerationSaurav Jha
 
All types of model(Simulation & Modelling) #ShareThisIfYouLike
All types of model(Simulation & Modelling) #ShareThisIfYouLikeAll types of model(Simulation & Modelling) #ShareThisIfYouLike
All types of model(Simulation & Modelling) #ShareThisIfYouLikeUnited International University
 
Facial Emoji Recognition
Facial Emoji RecognitionFacial Emoji Recognition
Facial Emoji Recognitionijtsrd
 
Generating 3 d model from video
Generating 3 d model from videoGenerating 3 d model from video
Generating 3 d model from videoacijjournal
 
Machine Learning by Analogy II
Machine Learning by Analogy IIMachine Learning by Analogy II
Machine Learning by Analogy IIColleen Farrelly
 
Machine Learning by Analogy
Machine Learning by AnalogyMachine Learning by Analogy
Machine Learning by AnalogyColleen Farrelly
 
V.KARTHIKEYAN PUBLISHED ARTICLE
V.KARTHIKEYAN PUBLISHED ARTICLEV.KARTHIKEYAN PUBLISHED ARTICLE
V.KARTHIKEYAN PUBLISHED ARTICLEKARTHIKEYAN V
 
V.karthikeyan published article a..a
V.karthikeyan published article a..aV.karthikeyan published article a..a
V.karthikeyan published article a..aKARTHIKEYAN V
 
Topology for data science
Topology for data scienceTopology for data science
Topology for data scienceColleen Farrelly
 
Dssfhw3
Dssfhw3Dssfhw3
Dssfhw3crono212
 
Face recognition vaishali
Face recognition vaishaliFace recognition vaishali
Face recognition vaishaliVaishali Bansal Bhati
 

Más contenido relacionado

La actualidad más candente

Face recognition using laplacian faces
Face recognition using laplacian facesFace recognition using laplacian faces
Face recognition using laplacian facesPulkiŧ Sharma
 
Facial Emotion Recognition: A Deep Learning approach
Facial Emotion Recognition: A Deep Learning approachFacial Emotion Recognition: A Deep Learning approach
Facial Emotion Recognition: A Deep Learning approachAshwinRachha
 
A neural ada boost based facial expression recogniton System
A neural ada boost based facial expression recogniton SystemA neural ada boost based facial expression recogniton System
A neural ada boost based facial expression recogniton SystemInternational Islamic University
 
Deep vs diverse architectures for classification problems
Deep vs diverse architectures for classification problemsDeep vs diverse architectures for classification problems
Deep vs diverse architectures for classification problemsColleen Farrelly
 
Exploration of Imputation Methods for Missingness in Image Segmentation
Exploration of Imputation Methods for Missingness in Image SegmentationExploration of Imputation Methods for Missingness in Image Segmentation
Exploration of Imputation Methods for Missingness in Image SegmentationChristopher Peter Makris
 
GROUPING OBJECTS BASED ON THEIR APPEARANCE
GROUPING OBJECTS BASED ON THEIR APPEARANCEGROUPING OBJECTS BASED ON THEIR APPEARANCE
GROUPING OBJECTS BASED ON THEIR APPEARANCEijaia
 
fuzzy LBP for face recognition ppt
fuzzy LBP for face recognition pptfuzzy LBP for face recognition ppt
fuzzy LBP for face recognition pptAbdullah Gubbi
 
Survival Analysis Superlearner
Survival Analysis SuperlearnerSurvival Analysis Superlearner
Survival Analysis SuperlearnerColleen Farrelly
 
slides
slidesslides
slidesbutest
 
Supervised and unsupervised learning
Supervised and unsupervised learningSupervised and unsupervised learning
Supervised and unsupervised learningAmAn Singh
 
Caricature Recognition and Generation
Caricature Recognition and GenerationCaricature Recognition and Generation
Caricature Recognition and GenerationSaurav Jha
 
All types of model(Simulation & Modelling) #ShareThisIfYouLike
All types of model(Simulation & Modelling) #ShareThisIfYouLikeAll types of model(Simulation & Modelling) #ShareThisIfYouLike
All types of model(Simulation & Modelling) #ShareThisIfYouLikeUnited International University
 
Facial Emoji Recognition
Facial Emoji RecognitionFacial Emoji Recognition
Facial Emoji Recognitionijtsrd
 
Generating 3 d model from video
Generating 3 d model from videoGenerating 3 d model from video
Generating 3 d model from videoacijjournal
 
Machine Learning by Analogy II
Machine Learning by Analogy IIMachine Learning by Analogy II
Machine Learning by Analogy IIColleen Farrelly
 
Machine Learning by Analogy
Machine Learning by AnalogyMachine Learning by Analogy
Machine Learning by AnalogyColleen Farrelly
 
V.KARTHIKEYAN PUBLISHED ARTICLE
V.KARTHIKEYAN PUBLISHED ARTICLEV.KARTHIKEYAN PUBLISHED ARTICLE
V.KARTHIKEYAN PUBLISHED ARTICLEKARTHIKEYAN V
 
V.karthikeyan published article a..a
V.karthikeyan published article a..aV.karthikeyan published article a..a
V.karthikeyan published article a..aKARTHIKEYAN V
 

La actualidad más candente (20)

Face recognition using laplacian faces
Face recognition using laplacian facesFace recognition using laplacian faces
Face recognition using laplacian faces
 
Facial Emotion Recognition: A Deep Learning approach
Facial Emotion Recognition: A Deep Learning approachFacial Emotion Recognition: A Deep Learning approach
Facial Emotion Recognition: A Deep Learning approach
 
A neural ada boost based facial expression recogniton System
A neural ada boost based facial expression recogniton SystemA neural ada boost based facial expression recogniton System
A neural ada boost based facial expression recogniton System
 
Deep vs diverse architectures for classification problems
Deep vs diverse architectures for classification problemsDeep vs diverse architectures for classification problems
Deep vs diverse architectures for classification problems
 
Exploration of Imputation Methods for Missingness in Image Segmentation
Exploration of Imputation Methods for Missingness in Image SegmentationExploration of Imputation Methods for Missingness in Image Segmentation
Exploration of Imputation Methods for Missingness in Image Segmentation
 
GROUPING OBJECTS BASED ON THEIR APPEARANCE
GROUPING OBJECTS BASED ON THEIR APPEARANCEGROUPING OBJECTS BASED ON THEIR APPEARANCE
GROUPING OBJECTS BASED ON THEIR APPEARANCE
 
fuzzy LBP for face recognition ppt
fuzzy LBP for face recognition pptfuzzy LBP for face recognition ppt
fuzzy LBP for face recognition ppt
 
Survival Analysis Superlearner
Survival Analysis SuperlearnerSurvival Analysis Superlearner
Survival Analysis Superlearner
 
slides
slidesslides
slides
 
FULL PAPER.PDF
FULL PAPER.PDFFULL PAPER.PDF
FULL PAPER.PDF
 
Supervised and unsupervised learning
Supervised and unsupervised learningSupervised and unsupervised learning
Supervised and unsupervised learning
 
Caricature Recognition and Generation
Caricature Recognition and GenerationCaricature Recognition and Generation
Caricature Recognition and Generation
 
All types of model(Simulation & Modelling) #ShareThisIfYouLike
All types of model(Simulation & Modelling) #ShareThisIfYouLikeAll types of model(Simulation & Modelling) #ShareThisIfYouLike
All types of model(Simulation & Modelling) #ShareThisIfYouLike
 
Facial Emoji Recognition
Facial Emoji RecognitionFacial Emoji Recognition
Facial Emoji Recognition
 
Generating 3 d model from video
Generating 3 d model from videoGenerating 3 d model from video
Generating 3 d model from video
 
Machine Learning by Analogy II
Machine Learning by Analogy IIMachine Learning by Analogy II
Machine Learning by Analogy II
 
Machine Learning by Analogy
Machine Learning by AnalogyMachine Learning by Analogy
Machine Learning by Analogy
 
V.KARTHIKEYAN PUBLISHED ARTICLE
V.KARTHIKEYAN PUBLISHED ARTICLEV.KARTHIKEYAN PUBLISHED ARTICLE
V.KARTHIKEYAN PUBLISHED ARTICLE
 
V.karthikeyan published article a..a
V.karthikeyan published article a..aV.karthikeyan published article a..a
V.karthikeyan published article a..a
 
Topology for data science
Topology for data scienceTopology for data science
Topology for data science
 

Destacado

PCA Based Face Recognition System
PCA Based Face Recognition SystemPCA Based Face Recognition System
PCA Based Face Recognition SystemMd. Atiqur Rahman
 
Eigenface For Face Recognition
Eigenface For Face RecognitionEigenface For Face Recognition
Eigenface For Face RecognitionMinh Tran
 
Facial recognition system
Facial recognition systemFacial recognition system
Facial recognition systemDivya Sushma
 
Face recognition technology - BEST PPT
Face recognition technology - BEST PPTFace recognition technology - BEST PPT
Face recognition technology - BEST PPTSiddharth Modi
 

Destacado (6)

Dssfhw3
Dssfhw3Dssfhw3
Dssfhw3
 
Face recognition vaishali
Face recognition vaishaliFace recognition vaishali
Face recognition vaishali
 
PCA Based Face Recognition System
PCA Based Face Recognition SystemPCA Based Face Recognition System
PCA Based Face Recognition System
 
Eigenface For Face Recognition
Eigenface For Face RecognitionEigenface For Face Recognition
Eigenface For Face Recognition
 
Facial recognition system
Facial recognition systemFacial recognition system
Facial recognition system
 
Face recognition technology - BEST PPT
Face recognition technology - BEST PPTFace recognition technology - BEST PPT
Face recognition technology - BEST PPT
 

Similar a L008.Eigenfaces And Nn Som

Predicting Emotions through Facial Expressions
Predicting Emotions through Facial Expressions Predicting Emotions through Facial Expressions
Predicting Emotions through Facial Expressions twinkle singh
 
Image–based face-detection-and-recognition-using-matlab
Image–based face-detection-and-recognition-using-matlabImage–based face-detection-and-recognition-using-matlab
Image–based face-detection-and-recognition-using-matlabIjcem Journal
 
Face Emotion Analysis Using Gabor Features In Image Database for Crime Invest...
Face Emotion Analysis Using Gabor Features In Image Database for Crime Invest...Face Emotion Analysis Using Gabor Features In Image Database for Crime Invest...
Face Emotion Analysis Using Gabor Features In Image Database for Crime Invest...Waqas Tariq
 
Face Recognition Using Gabor features And PCA
Face Recognition Using Gabor features And PCAFace Recognition Using Gabor features And PCA
Face Recognition Using Gabor features And PCAIOSR Journals
 
Comparative Analysis of Partial Occlusion Using Face Recognition Techniques
Comparative Analysis of Partial Occlusion Using Face Recognition TechniquesComparative Analysis of Partial Occlusion Using Face Recognition Techniques
Comparative Analysis of Partial Occlusion Using Face Recognition TechniquesCSCJournals
 
Fr pca lda
Fr pca ldaFr pca lda
Fr pca ldaultraraj
 
Implementation of Face Recognition in Cloud Vision Using Eigen Faces
Implementation of Face Recognition in Cloud Vision Using Eigen FacesImplementation of Face Recognition in Cloud Vision Using Eigen Faces
Implementation of Face Recognition in Cloud Vision Using Eigen FacesIJERA Editor
 
A study on face recognition technique based on eigenface
A study on face recognition technique based on eigenfaceA study on face recognition technique based on eigenface
A study on face recognition technique based on eigenfacesadique_ghitm
 
Paper id 24201475
Paper id 24201475Paper id 24201475
Paper id 24201475IJRAT
 
Face Recognition using PCA and MSNN
Face Recognition using PCA and MSNNFace Recognition using PCA and MSNN
Face Recognition using PCA and MSNNRABI GAYAN
 
Pose Invariant Face Recognition using Neuro-Fuzzy Approach
Pose Invariant Face Recognition using Neuro-Fuzzy ApproachPose Invariant Face Recognition using Neuro-Fuzzy Approach
Pose Invariant Face Recognition using Neuro-Fuzzy Approachiosrjce
 
Deep learning for pose-invariant face detection in unconstrained environment
Deep learning for pose-invariant face detection in unconstrained environmentDeep learning for pose-invariant face detection in unconstrained environment
Deep learning for pose-invariant face detection in unconstrained environmentIJECEIAES
 
Criminal Detection System
Criminal Detection SystemCriminal Detection System
Criminal Detection SystemIntrader Amit
 
A Hybrid Approach to Recognize Facial Image using Feature Extraction Method
A Hybrid Approach to Recognize Facial Image using Feature Extraction MethodA Hybrid Approach to Recognize Facial Image using Feature Extraction Method
A Hybrid Approach to Recognize Facial Image using Feature Extraction MethodIRJET Journal
 
LITERATURE SURVEY ON SPARSE REPRESENTATION FOR NEURAL NETWORK BASED FACE DETE...
LITERATURE SURVEY ON SPARSE REPRESENTATION FOR NEURAL NETWORK BASED FACE DETE...LITERATURE SURVEY ON SPARSE REPRESENTATION FOR NEURAL NETWORK BASED FACE DETE...
LITERATURE SURVEY ON SPARSE REPRESENTATION FOR NEURAL NETWORK BASED FACE DETE...csijjournal
 
Facial Expression Recognition
Facial Expression Recognition Facial Expression Recognition
Facial Expression Recognition Rupinder Saini
 
A Robust & Fast Face Detection System
A Robust & Fast Face Detection SystemA Robust & Fast Face Detection System
A Robust & Fast Face Detection SystemIDES Editor
 

Similar a L008.Eigenfaces And Nn Som (20)

Predicting Emotions through Facial Expressions
Predicting Emotions through Facial Expressions Predicting Emotions through Facial Expressions
Predicting Emotions through Facial Expressions
 
Image–based face-detection-and-recognition-using-matlab
Image–based face-detection-and-recognition-using-matlabImage–based face-detection-and-recognition-using-matlab
Image–based face-detection-and-recognition-using-matlab
 
Face Emotion Analysis Using Gabor Features In Image Database for Crime Invest...
Face Emotion Analysis Using Gabor Features In Image Database for Crime Invest...Face Emotion Analysis Using Gabor Features In Image Database for Crime Invest...
Face Emotion Analysis Using Gabor Features In Image Database for Crime Invest...
 
Face Recognition Using Gabor features And PCA
Face Recognition Using Gabor features And PCAFace Recognition Using Gabor features And PCA
Face Recognition Using Gabor features And PCA
 
Comparative Analysis of Partial Occlusion Using Face Recognition Techniques
Comparative Analysis of Partial Occlusion Using Face Recognition TechniquesComparative Analysis of Partial Occlusion Using Face Recognition Techniques
Comparative Analysis of Partial Occlusion Using Face Recognition Techniques
 
Fr pca lda
Fr pca ldaFr pca lda
Fr pca lda
 
Implementation of Face Recognition in Cloud Vision Using Eigen Faces
Implementation of Face Recognition in Cloud Vision Using Eigen FacesImplementation of Face Recognition in Cloud Vision Using Eigen Faces
Implementation of Face Recognition in Cloud Vision Using Eigen Faces
 
A study on face recognition technique based on eigenface
A study on face recognition technique based on eigenfaceA study on face recognition technique based on eigenface
A study on face recognition technique based on eigenface
 
Paper id 24201475
Paper id 24201475Paper id 24201475
Paper id 24201475
 
Face Recognition using PCA and MSNN
Face Recognition using PCA and MSNNFace Recognition using PCA and MSNN
Face Recognition using PCA and MSNN
 
D017322027
D017322027D017322027
D017322027
 
Pose Invariant Face Recognition using Neuro-Fuzzy Approach
Pose Invariant Face Recognition using Neuro-Fuzzy ApproachPose Invariant Face Recognition using Neuro-Fuzzy Approach
Pose Invariant Face Recognition using Neuro-Fuzzy Approach
 
Deep learning for pose-invariant face detection in unconstrained environment
Deep learning for pose-invariant face detection in unconstrained environmentDeep learning for pose-invariant face detection in unconstrained environment
Deep learning for pose-invariant face detection in unconstrained environment
 
Criminal Detection System
Criminal Detection SystemCriminal Detection System
Criminal Detection System
 
A Hybrid Approach to Recognize Facial Image using Feature Extraction Method
A Hybrid Approach to Recognize Facial Image using Feature Extraction MethodA Hybrid Approach to Recognize Facial Image using Feature Extraction Method
A Hybrid Approach to Recognize Facial Image using Feature Extraction Method
 
H0334749
H0334749H0334749
H0334749
 
LITERATURE SURVEY ON SPARSE REPRESENTATION FOR NEURAL NETWORK BASED FACE DETE...
LITERATURE SURVEY ON SPARSE REPRESENTATION FOR NEURAL NETWORK BASED FACE DETE...LITERATURE SURVEY ON SPARSE REPRESENTATION FOR NEURAL NETWORK BASED FACE DETE...
LITERATURE SURVEY ON SPARSE REPRESENTATION FOR NEURAL NETWORK BASED FACE DETE...
 
Facial Expression Recognition
Facial Expression Recognition Facial Expression Recognition
Facial Expression Recognition
 
A Robust & Fast Face Detection System
A Robust & Fast Face Detection SystemA Robust & Fast Face Detection System
A Robust & Fast Face Detection System
 
Ck36515520
Ck36515520Ck36515520
Ck36515520
 

Último

A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024Results
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?Antenna Manufacturer Coco
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUK Journal
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)wesley chun
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
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
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
🐬 The future of MySQL is Postgres 🐘
🐬 The future of MySQL is Postgres 🐘🐬 The future of MySQL is Postgres 🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Servicegiselly40
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 

Último (20)

A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
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...
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
🐬 The future of MySQL is Postgres 🐘
🐬 The future of MySQL is Postgres 🐘🐬 The future of MySQL is Postgres 🐘
🐬 The future of MySQL is Postgres 🐘
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 

L008.Eigenfaces And Nn Som

  • 1. CONTENT BASED FACE RECOGNITION Ankur Jain 01D05007 Pranshu Sharma 01005026 Prashant Baronia 01D05005 Swapnil Zarekar 01D05001 Under the guidance of Prof. Pushpak Bhattacharya
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12.
  • 13.
  • 14.
  • 15.
  • 16. Neural Networks and TS-SOM
  • 17.
  • 18.
  • 19.
  • 20. Example of a two-dimensional TS-SOM structure of 3 levels
  • 21.
  • 22.
  • 23.
  • 24.  
  • 25.
  • 26.
  • 27.