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[CVPR 2024] Official PyTorch implementation of SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering

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![image](https://github.com/Anttwo/SuGaR/assets/125524043/2e1025e3-45b2-40b5-90e2-7a5d837bb41a) Currently my images are like this with the subject on a pedestal, so the lower part of the battery is not reconstructed properly. Is there a good way to...

If I have output checkpoints 9000.pt, 12000.pt, 15000.pt in dir `SuGaR/output/coarse/exp_name/sugarcoarse_3Dgs7000_densityestim02_sdfnorm02/ ` I am getting some errors like IndexError: tensors used as indices must be long, byte or bool tensors,...

Hi there First of all, thanks for the amazing work. I am looking forward for the updates! My question is, how can I improve the quality of my mesh? I...

Hey, I have a question regarding to impact of Gaussian splatting training iteration times on mesh quality. As the README points out, 7000 iterations on Gaussian splatting training is recommended....

First of all, thank you for your great research :) I tried with my own 1000 images that is captured from video and removed background. But the result mesh(in refined_mesh...

Very impressive work! I have a question of how to compute the f^hat(p) in your paper. According to my understand, f^hat(p) is the difference of the depth of point p...

I have a question of mesh extraction. Why using lambda,rather than finding the point with the maximum density value along the ray, since max density should theoretically be corresponding to...

I should give the preface that I only have a surface level understanding of how GS & sugar work although I have made a few minor modifications to the prior....

I keep on running into CUDA out of memory issues, I have GPU with 16 GB, I was able to run SuGaR on a scene two weeks ago, but I...

If I choose the density regularization,what regularization will be used in this code? I did not find this part on your paper. Thanks