KillingFusion

This is my implementation of KillingFusion. What works well:-

  • Full GUI to view displacement field, current RGBD frame and SDF's mesh using Marching Cubes.
  • Data Energy Term - Video
  • Data Energy and Motion Regularizer Term - Video
  • LevelSet Energy Term

What needs work:-

  • Implement Rigid Registration. This is must, since number of iterations becomes very high with slightest displacement of object from its initial position and the data term of a voxel gets not gradient if voxel ends up too away from canonical SDF voxels.
  • Balancing of Rigidity constraint energy with Data and Motion Regularizer term. Some notes on this issue are here

Installation

Fix path to compile FreeImage library in CmakeLists.txt and then run CMake.

ToDo

  • Move all code to CUDA.
  • Fix CMakeList - FreeImage library hard coded path
  • Cleanup of the documentation

Killingfusion

KillingFusion Implementation

Killingfusion Info

⭐ Stars 57
🔗 Source Code github.com
🕒 Last Update 9 months ago
🕒 Created 4 years ago
🐞 Open Issues 1
➗ Star-Issue Ratio 57
😎 Author saurabheights