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Disocclusion filling for depth-based view synthesis with adaptive utilization of temporal correlations (JVCI)

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I2-Multimedia-Lab/adaptive-hole-filling

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adaptive-hole-filling

Purpose

This project aims at filling the holes caused by occlusion in virtual views. In this project, we implemented an improved GMM and FDC to get more stable backgrounds, which are used for hole filling. Besides, we adopted an adaptive hole-filling method to adaptively fill the holes in virtual views with the GMM and FDC backgrounds.

The sequence of experiments

  • Microsoft data set, Ballet (1024 × 768, 100 frames)
  • Microsoft data set, Breakdancers (1024 × 768, 100 frames)

Quality indicators of experiments

  • PSNR
  • SSIM

Built With

  • Windows10
  • Visual Studio Community 201
  • opencv-2.4.13

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Disocclusion filling for depth-based view synthesis with adaptive utilization of temporal correlations (JVCI)

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