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Stereo Vision embedded system for Augmented Reality

  • Eduardo Gudis
  • , Gooitzen Van Der Wal
  • , Sujit Kuthirummal
  • , Sek Chai
  • , Supun Samarasekera
  • , Rakesh Kumar
  • , Vlad Branzoi
  • SRI International

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

5 Scopus citations

Abstract

Stereo Vision processing is a critical component of Augmented Reality systems that rely on the precise depth map of a scene to properly place computer generated objects with real life video. Important aspects of the stereo processing are the creation of a dense depth map, high boundary precision, low latency and low power. We present an embedded system for Stereo Vision Processing based on a custom GigE vision board with an Altera Stratix IV FPGA and the Acadia® II System-On-Chip that replaces an existing GPU/PC based system. By porting the stereo algorithm to an FPGA, we reduced the size and power requirements by reducing the workload of the CPU and eliminated the need of a high-end graphics card. The embedded system processes the same algorithm as the GPU/PC based system, but at 10x lower power and lower latency. Placed in a small enclosure, the overall system enables more user mobility for a more compelling user experience.

Original languageEnglish
Title of host publication2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2012
Pages15-20
Number of pages6
DOIs
StatePublished - 2012
Externally publishedYes
Event2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2012 - Providence, RI, United States
Duration: 16 Jun 201221 Jun 2012

Publication series

NameIEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops
ISSN (Print)2160-7508
ISSN (Electronic)2160-7516

Conference

Conference2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2012
Country/TerritoryUnited States
CityProvidence, RI
Period16/06/1221/06/12

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