presented by leland holmquest privacy sensitive surveillance for assisted living – a smart camera...

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Presented by Leland Holmquest Privacy Sensitive Surveillance for Assisted Living – A Smart Camera Approach Sven Fleck & Wolfgang Straβer CS895: Software for Context-aware Multi- user Systems Professor João Pedro Sousa 26 OCT 11

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Page 1: Presented by Leland Holmquest Privacy Sensitive Surveillance for Assisted Living – A Smart Camera Approach Sven Fleck & Wolfgang Straβer CS895: Software

Presented by Leland Holmquest

Privacy Sensitive Surveillance for Assisted Living

– A Smart Camera ApproachSven Fleck & Wolfgang Straβer

CS895: Software for Context-aware Multi-user SystemsProfessor João Pedro Sousa26 OCT 11

Page 2: Presented by Leland Holmquest Privacy Sensitive Surveillance for Assisted Living – A Smart Camera Approach Sven Fleck & Wolfgang Straβer CS895: Software

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State of the Art:IRAQI Intelligence

Page 3: Presented by Leland Holmquest Privacy Sensitive Surveillance for Assisted Living – A Smart Camera Approach Sven Fleck & Wolfgang Straβer CS895: Software

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Outline Introduction Classification of AAL & Video Surveillance

Systems Related Work Problem Statements Proposed Smart System Architecture Visualization Decoupled Conclusion

Page 4: Presented by Leland Holmquest Privacy Sensitive Surveillance for Assisted Living – A Smart Camera Approach Sven Fleck & Wolfgang Straβer CS895: Software

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Introduction

• Camera proliferation– Current architectures not scalable– Inefficient– Difficult to secure

• Lack of privacy

Page 5: Presented by Leland Holmquest Privacy Sensitive Surveillance for Assisted Living – A Smart Camera Approach Sven Fleck & Wolfgang Straβer CS895: Software

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Classification

• Manual vs. Automated• Centralized vs. Distributed

Page 6: Presented by Leland Holmquest Privacy Sensitive Surveillance for Assisted Living – A Smart Camera Approach Sven Fleck & Wolfgang Straβer CS895: Software

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Related Work

• Automated Surveillance Systems– All centralized server– Asserts this architecture inherently expensive

(bandwidth) and prone to misuse• Privacy Respecting Surveillance– Masking

• Assisted Living (manual vs. automated)• Smart Cameras

Page 7: Presented by Leland Holmquest Privacy Sensitive Surveillance for Assisted Living – A Smart Camera Approach Sven Fleck & Wolfgang Straβer CS895: Software

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Problem Statements

1) Privacy – current systems do not address2) Overstraining data – too much data, too

difficult to monitor3) Limited flexibility & expandability –

bandwidth issues, central processing issues

Page 8: Presented by Leland Holmquest Privacy Sensitive Surveillance for Assisted Living – A Smart Camera Approach Sven Fleck & Wolfgang Straβer CS895: Software

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Propose Smart Camera Solution

• Scene acquisition• Scene analysis• Virtual world• Integrated

visualization

Page 9: Presented by Leland Holmquest Privacy Sensitive Surveillance for Assisted Living – A Smart Camera Approach Sven Fleck & Wolfgang Straβer CS895: Software

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System Architecture

Page 10: Presented by Leland Holmquest Privacy Sensitive Surveillance for Assisted Living – A Smart Camera Approach Sven Fleck & Wolfgang Straβer CS895: Software

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Visualization Decoupled

• 3D Visualization Node – XGRT

• Google Earth

• Web App

Page 11: Presented by Leland Holmquest Privacy Sensitive Surveillance for Assisted Living – A Smart Camera Approach Sven Fleck & Wolfgang Straβer CS895: Software

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Conclusion

• Privacy not currently addressed• Distributed and automated smart camera• Cameras use Support Vector Machines• Currently in the field and effective

1.Privacy

2.Overstraining

3.Flexible and

expandability

Problem statements revisited

Page 12: Presented by Leland Holmquest Privacy Sensitive Surveillance for Assisted Living – A Smart Camera Approach Sven Fleck & Wolfgang Straβer CS895: Software

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Questions?