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Computer Vision for Augmented Reality
2014
T. Chateau1
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Content
Institut PascalT. Chateau
1.Introduction!2.Detectors and Descriptors for
Augmented Reality!3.Geometry for Augmented Reality!4.Localization and Tracking for
Augmented Reality!
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Introduction
Institut PascalT. Chateau
Augmented reality is nowadays a wonderful communica4on tool
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Introduction
Institut PascalT. Chateau
Augmented reality is nowadays a wonderful communica4on tool
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Introduction
Institut PascalT. Chateau
AR: defini4on
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Defining characteristics [Azuma 97]!1.Combine real and virtual images (both
can be seen at the same time)!2.Interactive in real-time!3.Registered in 3D (virtual objects
appear fixed in space)!!
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Introduction
Institut PascalT. Chateau
AR Vs RV
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Virtual reality: replaces reality!!!Augmented reality: enhances reality!!
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Introduction
Institut PascalT. Chateau
AR: how does it works?
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Introduction
Institut PascalT. Chateau
AR: how does it works?
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Introduction
Institut PascalT. Chateau
AR: how does it works?
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Introduction
Institut PascalT. Chateau
AR: how does it works? a geometrical point of view
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Introduction
Institut PascalT. Chateau
AR: how does it works? a geometrical point of view
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To be estimated
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Introduction
Institut PascalT. Chateau
AR: how does it works? a geometrical point of view
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Scene augmenta4on:
Localiza4on
Object augmenta4on:
Tracking
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Introduction
Institut PascalT. Chateau
AR: how does it works? a geometrical point of view
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2D localiza4on
planar geometry
!
3D localiza4on
more complex geometry
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Introduction
Institut PascalT. Chateau
AR: how does it works? a geometrical point of view
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The Classical AR localization process!1.Interest Point Detector !2.Descriptor!3.Matching!4.Pose Estimation !5.Augmented objects projection!!
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Introduction
Institut PascalT. Chateau
AR: how does it works? a geometrical point of view
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The Classical AR localization process!1.Interest Point Detector !
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Introduction
Institut PascalT. Chateau
AR: how does it works? a geometrical point of view
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The Classical AR localization process!2.)Descriptor!
! (z1,z2,z3,…,Zn)(…)
(…)
(…)…
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Introduction
Institut PascalT. Chateau
AR: how does it works? a geometrical point of view
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The Classical AR localization process!Matching!!
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Introduction
Institut PascalT. Chateau
AR: how does it works? a geometrical point of view
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The Classical AR localization process!Pose estimation!!
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Introduction
Institut PascalT. Chateau
AR: how does it works? a geometrical point of view
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The Classical AR localization process!Augmented objects projection!!
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