From 042f0a201f3a62c5ae2ac518b956ad9f5aca8a8e Mon Sep 17 00:00:00 2001
From: zhangyu <zhangyu@idr.ai>
Date: Thu, 30 Nov 2023 20:52:07 +0800
Subject: [PATCH] wip

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 .../papers/20231122-depth-reg-3dgs-few-shot.md    | 15 +++++++++++++++
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+---
+keywords: gaussian splatting
+---
+
+# Depth-Regularized Optimization for 3D Gaussian Splatting in Few-Shot Images
+
+We obtained the depth map using a pre-trained monocular depth estimation model (scale ambiguity) and aligning the scale and offset using sparse COLMAP feature points
+
+early stop, the optimization process stops when the depth-guide loss starts to rise
+
+smoothness constraint, ensuring that neighbor 3D points have similar depths
+
+## Results
+
+NeRF-LLFF