dataset creation 1diffusion models 1layered video representation 1object insertion 1video decomposition 1video editing 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CV2026
Explicit Layer Modeling for Video Object Insertion and Layer Decomposition
Kyujin Han, Seungjoo Shin, Sunghyun Cho
The paper presents TriLayer, a large triplet video dataset with explicit foreground, background, and composite layers, and introduces DBL-Diffusion, a dual‑branch diffusion model t…
cs.CV2026
Radiometrically Consistent Gaussian Surfels for Inverse Rendering
Kyu Beom Han, Jaeyoon Kim, Woo Jae Kim +2
Inverse rendering with Gaussian Splatting has advanced rapidly, but accurately disentangling material properties from complex global illumination effects, particularly indirect ill…