Elevating 3D Models: High-Quality Texture and Geometry Refinement from a
  Low-Quality Model
High-quality 3D assets are essential for various applications in computer
graphics and 3D vision but remain scarce due to significant acquisition costs.
To address this shortage, we introduce Elevate3D, a novel framework that
transforms readily accessible low-quality 3D assets into higher quality. At the
core of Elevate3D is HFS-SDEdit, a specialized texture enhancement method that
significantly improves texture quality while preserving the appearance and
geometry while fixing its degradations. Furthermore, Elevate3D operates in a
view-by-view manner, alternating between texture and geometry refinement.
Unlike previous methods that have largely overlooked geometry refinement, our
framework leverages geometric cues from images refined with HFS-SDEdit by
employing state-of-the-art monocular geometry predictors. This approach ensures
detailed and accurate geometry that aligns seamlessly with the enhanced
texture. Elevate3D outperforms recent competitors by achieving state-of-the-art
quality in 3D model refinement, effectively addressing the scarcity of
high-quality open-source 3D assets.
6881b78bdf7c5aafaf37f0cd
Nuri Ryu
admin_assigned
2025-07-24T12:07:05.498Z
63106aac95c34b954078ef67
/avatars/0e627c74d301d65f3b364e8229dd78ab.svg
Nuri Ryu
user
terryryu
6881b78bdf7c5aafaf37f0ce
Jiyun Won
6881b78bdf7c5aafaf37f0cf
Jooeun Son
6881b78bdf7c5aafaf37f0d0
Minsu Gong
admin_assigned
2025-07-24T12:07:21.378Z
6412f01b251f9368f690a536
/avatars/32addb8b2d4cf5babf7ca2284497c847.svg
Minsu Gong
user
gongms
6881b78bdf7c5aafaf37f0d1
Joo-Haeng Lee
admin_assigned
2025-07-24T12:07:26.786Z
62d562635c29ac61fec7ae38
/avatars/816ec718442fa541a21a02b29070e08a.svg
Joo-Haeng Lee
user
joohaeng
6881b78bdf7c5aafaf37f0d2
Sunghyun Cho
admin_assigned
2025-07-24T12:07:33.499Z
675d3d94036615f450fe818f
https://cdn-avatars.huggingface.co/v1/production/uploads/no-auth/Oc4-UMIHyVe0naZ0XGQmj.png
sunghyun cho
user
chosh1110
Elevating 3D Models: High-Quality Texture and Geometry Refinement from a
  Low-Quality Model
High-quality 3D assets are essential for various applications in computer
graphics and 3D vision but remain scarce due to significant acquisition costs.
To address this shortage, we introduce Elevate3D, a novel framework that
transforms readily accessible low-quality 3D assets into higher quality. At the
core of Elevate3D is HFS-SDEdit, a specialized texture enhancement method that
significantly improves texture quality while preserving the appearance and
geometry while fixing its degradations. Furthermore, Elevate3D operates in a
view-by-view manner, alternating between texture and geometry refinement.
Unlike previous methods that have largely overlooked geometry refinement, our
framework leverages geometric cues from images refined with HFS-SDEdit by
employing state-of-the-art monocular geometry predictors. This approach ensures
detailed and accurate geometry that aligns seamlessly with the enhanced
texture. Elevate3D outperforms recent competitors by achieving state-of-the-art
quality in 3D model refinement, effectively addressing the scarcity of
high-quality open-source 3D assets.
Elevate3D enhances low-quality 3D assets by iteratively refining both texture and geometry using specialized methods and monocular geometry predictors, achieving state-of-the-art quality.
HFS-SDEdit texture enhancement geometry refinement monocular geometry predictors