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L008.Eigenfaces And Nn Som

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ramesh kumar
ramesh kumar

face recognition system

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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]

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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
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  • 16. Neural Networks and TS-SOM
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  • 20. Example of a two-dimensional TS-SOM structure of 3 levels
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