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lMAR: Highly Parallel Architecture for Markerless Augmented Reality in Aircraft Maintenance

  • Andrea Caponio
  • Mauricio Hincapié
  • Eduardo González Mendivil
Part of the Lecture Notes in Computer Science book series (LNCS, volume 6773)

Abstract

A novel architecture for real time performance marker-less augmented reality is introduced. The proposed framework consists of several steps: at first the image taken from a video feed is analyzed and corner points are extracted, labeled, filtered and tracked along subsequent pictures. Then an object recognition algorithm is executed and objects in the scene are recognized. Eventually, position and pose of the objects are given. Processing steps only rely on state of the art image processing algorithms and on smart analysis of their output. To guarantee real time performances, use of modern highly parallel graphic processing unit is anticipated and the architecture is designed to exploit heavy parallelization.

Keywords

Augmented Reality Parallel Computing CUDA Image Processing Object Recognition Machine Vision 

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Copyright information

© Springer-Verlag Berlin Heidelberg 2011

Authors and Affiliations

  • Andrea Caponio
    • 1
  • Mauricio Hincapié
    • 1
  • Eduardo González Mendivil
    • 1
  1. 1.Instituto Tecnológico y de Estudios Superiores de MonterreyMonterreyMexico

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