๋ณธ๋ฌธ ๋ฐ”๋กœ๊ฐ€๊ธฐ

3d gaussian splatting3

[Paper Review] Triplane Meets Gaussian Splatting: Fast and Generalizable Single-View 3D Reconstruction with Transformers https://arxiv.org/abs/2312.09147 Triplane Meets Gaussian Splatting: Fast and Generalizable Single-View 3D Reconstruction with TransformersRecent advancements in 3D reconstruction from single images have been driven by the evolution of generative models. Prominent among these are methods based on Score Distillation Sampling (SDS) and the adaptation of diffusion models in the 3D domain. Despitarxi.. 2025. 2. 17.
[Code Build][Ubuntu] SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering https://github.com/Anttwo/SuGaR?tab=readme-ov-file GitHub - Anttwo/SuGaR: [CVPR 2024] Official PyTorch implementation of SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D[CVPR 2024] Official PyTorch implementation of SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering - Anttwo/SuGaRgithub.com  [ required ubuntu environment]ubunt.. 2025. 1. 10.
[Paper Review] 3D Gaussian Splatting for Real-Time Radiance Field Rendering ์ด ๋…ผ๋ฌธ ๋‚ด์šฉ์œผ๋กœ ๋“ค์–ด๊ฐ€๊ธฐ ์ „์— Pinhole Camera Model ์— ๋Œ€ํ•ด์„œ ์–ด๋Š ์ •๋„ ์ดํ•ด๋ฅผ ํ•˜๊ณ  ๊ฐ€๋ฉด ์ข‹๋‹ค.  Abstract1080p ํ•ด์ƒ๋„์˜ ๋ฌด์ œํ•œ ๋ฐ ์™„์ „ํ•œ ์žฅ๋ฉด์˜ ๋ Œ๋”๋ง์—์„œ๋Š” ์ด์ „๊นŒ์ง€๋Š” ์–ด๋–ค ๋ฐฉ๋ฒ•๋„ ์‹ค์‹œ๊ฐ„ ๋””์Šคํ”Œ๋ ˆ์ด ์†๋„(≥30 fps)๋ฅผ ๋‹ฌ์„ฑํ•˜์ง€ ๋ชปํ•˜๊ณ  ์žˆ๋‹ค.์ด ๋…ผ๋ฌธ์—์„œ๋Š” 1080p ํ•ด์ƒ๋„์—์„œ ๊ณ ํ’ˆ์งˆ ์‹ค์‹œ๊ฐ„(≥30 fps) ์ƒˆ๋กœ์šด ์‹œ์  ํ•ฉ์„ฑ์„ ๊ฐ€๋Šฅํ•˜๊ฒŒ ํ•˜๋Š” ์„ธ ๊ฐ€์ง€ ์ฃผ์š” ์š”์†Œ๋ฅผ ์†Œ๊ฐœํ•œ๋‹ค.1. 3D ๊ฐ€์šฐ์‹œ์•ˆ ํ™œ์šฉ: ์นด๋ฉ”๋ผ ์บ˜๋ฆฌ๋ธŒ๋ ˆ์ด์…˜ ๊ณผ์ •์—์„œ ์ƒ์„ฑ๋œ ํฌ์†Œ ํฌ์ธํŠธ๋ฅผ ์‹œ์ž‘์œผ๋กœ, ์žฅ๋ฉด์„ 3D ๊ฐ€์šฐ์‹œ์•ˆ์œผ๋กœ ํ‘œํ˜„ํ•˜์—ฌ ์—ฐ์†์ ์ธ ๋ณผ๋ฅจ๊ธฐ๋ฐ˜ Radiance Field ์˜ ์žฅ์ ์„ ์œ ์ง€ํ•˜๋ฉด์„œ ๋นˆ ๊ณต๊ฐ„์—์„œ์˜ ๋ถˆํ•„์š”ํ•œ ๊ณ„์‚ฐ์„ ํ”ผํ•œ๋‹ค.2. ์ตœ์ ํ™”์™€ ๋ฐ€๋„ ์ œ์–ด: 3D ๊ฐ€์šฐ์‹œ์•ˆ์˜ ๋น„๋“ฑ๋ฐฉ์„ฑ ๊ณต๋ถ„์‚ฐ์„ ์ตœ์ ํ™”ํ•˜์—ฌ ์žฅ๋ฉด์„ ์ •.. 2024. 12. 14.