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Visual Tracking for Augmented Reality
Edge-based tracking techniques for AR applications
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In Augmented Reality applications, the real§environment is annotated or enhanced with§computer-generated graphics. These graphics must be§exactly registered to real objects in the scene and§this requires AR systems to track a user's viewpoint.§This book shows that visual tracking with inexpensive§cameras (such as those now often built into mobile§computing devices) can be sufficiently robust and§accurate for AR applications. Visual tracking has§previously been applied to AR, however this has used§artificial markers placed in the scene; this is§undesirable. This thesis explores edge-based tracking§as an efficient and accurate alternative, and§explored methods to improve the robustness of§edge-based tracking against rapid user motions. This§thesis also shows how CAD models of the scene can be§used to correctly clip virtual graphics, improving§the perceived realism of the scene.
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