dataset creation 1diffusion models 1layered video representation 1object insertion 1video decomposition 1video editing 1
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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.CV2025
Leveraging Learned Image Prior for 3D Gaussian Compression
Seungjoo Shin, Jaesik Park, Sunghyun Cho
Compression techniques for 3D Gaussian Splatting (3DGS) have recently achieved considerable success in minimizing storage overhead for 3D Gaussians while preserving high rendering…
cs.CV2025
Locality-aware Gaussian Compression for Fast and High-quality Rendering
Seungjoo Shin, Jaesik Park, Sunghyun Cho
We present LocoGS, a locality-aware 3D Gaussian Splatting (3DGS) framework that exploits the spatial coherence of 3D Gaussians for compact modeling of volumetric scenes. To this en…