Fast Depth Coding Using Deep Learning
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Propose the Algorithm

  • Flow Chart
  • Description
  • [Deprecated]Flow chart

Pre-process the Data

  • Data Collection
  • Processing Steps and Statistics
  • Data Visualization
  • Edge Strength Analysis

Train the Model

  • Convolutional Neural Network
  • Settings
  • Training for blocks of size 4x4
  • Training for blocks of size 8x8
  • Training for blocks of size 16x16
  • Training for blocks of size 32x32
  • Training for blocks of size 64x64

Evaluate the Model

  • Model trained from blocks of size 08x08
  • Model trained from blocks of size 16x16
  • Using blocks of size 16x16
  • Using blocks of size 32x32
  • Using blocks of size 64x64

Use the Learned Model

  • Time Cost of TF in C++
  • Encoder Integration in C++

Simulation Results

  • Simulation Results

Appendices

  • About Compilation
  • About GPU
  • Thesis
  • How to write thesis
  • How to Obtain BD-BR & BD-PSNR
  • Terms

References

  • References
Fast Depth Coding Using Deep Learning
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