FI3GS / Frequency-Importance-Gaussian-Splatting

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about Enhanced Gaussian #1

Open cv-lab-x opened 4 months ago

cv-lab-x commented 4 months ago

hi, thanks for your great work, some questions about Enhanced Gaussian, as your paper report , Enhanced Gaussian can reconstrcut high frequency detail than origin 3dgs with less gaussians. But the codes seem are same with origin 3dgs model? @FI3GS Looking forward to your reply.

FI3GS commented 4 months ago

Thank you for your interest and inquiry regarding our Enhanced Gaussian model. I appreciate your acknowledgment of our work and your thoughtful questions.

I apologize for any confusion regarding the similarity between the codes of the Enhanced Gaussian model and the original 3DGS model. While it may seem that the codes are similar, I must clarify that our project is still ongoing, and at this stage, I am only able to provide a limited portion of the code.

It is important to note that our approach builds upon the foundation of the original method, but we have introduced several optimizations and enhancements to improve the reconstruction of high-frequency details while using fewer Gaussians. Thus, while there may be similarities in the framework and pipeline, our code incorporates our specific optimizations. I encourage you to carefully compare the two and consider the enhancements we have made.

I hope this explanation addresses your concerns. Please feel free to reach out if you have any further questions or if there is anything else I can assist you with.