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The scaling for gaussians #2

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Xin-97 opened this issue Mar 4, 2024 · 2 comments
Open

The scaling for gaussians #2

Xin-97 opened this issue Mar 4, 2024 · 2 comments

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@Xin-97
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Xin-97 commented Mar 4, 2024

Hi authors, thanks for your great work. I want to ask why scaling is set around -5. Why is it a negative number? Thanks!

@zjwfufu
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zjwfufu commented Mar 4, 2024

The scaling is also activated by a exponential function as in the original 3DGS. exp(-5) corresponds to about 0.006. This activation is to map the scaling which has small order-of-magnitude into logarithmic coordinates, thus facilitating optimization.

@Xin-97
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Xin-97 commented Mar 12, 2024

Hi @zjwfufu, thanks for your reply. I notice that in the paper, they calculate S_ref in Eq. 8, do you know how to do the calculation to get S_ref=-5.0? Thanks.

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