Hyper-Realistic MetaHuman - The Bridge to the Metaverse in Web 3.0

Date:

This talk focus on the generation of metahuman prototype - 3D reconstruction based on Alicevision(A photogrammetric computer vision framework by C/C++), Meshroom(A GUI-based 3D reconstruction software by using Alicevision framework) and meshroom_CLI(An open-source repository to control the phtogrammetry software Meshroom without its GUI using Python script).

Summary

  1. A method (or standard) to evaluate a dataset for 3D reconstruction. (On page 9)
  2. A light weight 3D reconstruction solution using C/S mode software architecture which seperated the collection of images and the process of reconstruction. This solution gave infinite potential of computation power on server end with more worker node involved in. Plus a sample based on Android Studio and meshroom_CLI. (On page 10-14)
  3. Futher works include faster reconstruction speed and advance application with more powerfull toolset like Unreal Engine. (On page 15-16)

Table of Content

  • Reconstruction Sample Test
    • Test Environment Statement
    • More About Alicevision Meshroom
    • Reconstruction Performance
    • Dataset Quality Evaluation
  • Software Architecture Design
    • Our Goals
    • How the Software Work?
    • Client Details
    • Server Details
  • Futhur Work
    • Faster Generation Speed
    • Advance Application with More Powerfull Toolset
  • References

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