Generation of temporally consistent depth maps using nosie removal from video

  • Authors:

  • Olgierd Stankiewicz;Krzysztof Wegner

  • Affiliations:

  • Chair of Multimedia Telecommunications and Microelectronics, Poznań University of Technology, Poznań, Poland;Chair of Multimedia Telecommunications and Microelectronics, Poznań University of Technology, Poznań, Poland

  • Venue:
  • ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part II
  • Year:
  • 2010

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Abstract

This paper presents a novel approach for providing depth maps that are temporally consistent. Temporal consistency is attained by noise removal from video. Presented approach was evaluated with use of a simple noise reduction technique and state-of-the-are depth estimation algorithm. Experiments on depth-based synthesis of standard multiview test video sequences have been performed and yielded both subjective and objective results. These results provide evidence that the proposed approach increase temporal consistency of estimated depth maps.