Recent advances in 3d gaussian splatting

T Wu, YJ Yuan, LX Zhang, J Yang, YP Cao… - Computational Visual …, 2024 - Springer
The emergence of 3D Gaussian splatting (3DGS) has greatly accelerated rendering in novel
view synthesis. Unlike neural implicit representations like neural radiance fields (NeRFs) …

Pixel-gs: Density control with pixel-aware gradient for 3d gaussian splatting

Z Zhang, W Hu, Y Lao, T He, H Zhao - European Conference on Computer …, 2024 - Springer
Abstract 3D Gaussian Splatting (3DGS) has demonstrated impressive novel view synthesis
results and advancing real-time rendering performance. However, the effectiveness of 3DGS …

Hac: Hash-grid assisted context for 3d gaussian splatting compression

Y Chen, Q Wu, W Lin, M Harandi, J Cai - European Conference on …, 2024 - Springer
Abstract 3D Gaussian Splatting (3DGS) has emerged as a promising framework for novel
view synthesis, boasting rapid rendering speed with high fidelity. However, the substantial …

Gaussian in the wild: 3d gaussian splatting for unconstrained image collections

D Zhang, C Wang, W Wang, P Li, M Qin… - European Conference on …, 2024 - Springer
Novel view synthesis from unconstrained in-the-wild images remains a meaningful but
challenging task. The photometric variation and transient occluders in those unconstrained …

Compact 3d scene representation via self-organizing gaussian grids

W Morgenstern, F Barthel, A Hilsmann… - European Conference on …, 2024 - Springer
Abstract 3D Gaussian Splatting has recently emerged as a highly promising technique for
modeling of static 3D scenes. In contrast to Neural Radiance Fields, it utilizes efficient …

Per-gaussian embedding-based deformation for deformable 3d gaussian splatting

J Bae, S Kim, Y Yun, H Lee, G Bang, Y Uh - European Conference on …, 2024 - Springer
Abstract As 3D Gaussian Splatting (3DGS) provides fast and high-quality novel view
synthesis, it is a natural extension to deform a canonical 3DGS to multiple frames for …

3d gaussian splatting: Survey, technologies, challenges, and opportunities

Y Bao, T Ding, J Huo, Y Liu, Y Li, W Li, Y Gao… - arxiv preprint arxiv …, 2024 - arxiv.org
3D Gaussian Splatting (3DGS) has emerged as a prominent technique with the potential to
become a mainstream method for 3D representations. It can effectively transform multi-view …

LetsGo: Large-scale garage modeling and rendering via LiDAR-assisted Gaussian primitives

J Cui, J Cao, F Zhao, Z He, Y Chen, Y Zhong… - ACM Transactions on …, 2024 - dl.acm.org
Large garages are ubiquitous yet intricate scenes that present unique challenges due to
their monotonous colors, repetitive patterns, reflective surfaces, and transparent vehicle …

Bags: Blur agnostic gaussian splatting through multi-scale kernel modeling

C Peng, Y Tang, Y Zhou, N Wang, X Liu, D Li… - … on Computer Vision, 2024 - Springer
Recent efforts in using 3D Gaussians for scene reconstruction and novel view synthesis can
achieve impressive results on curated benchmarks; however, images captured in real life …

A survey on 3d gaussian splatting

G Chen, W Wang - arxiv preprint arxiv:2401.03890, 2024 - arxiv.org
3D Gaussian splatting (3D GS) has recently emerged as a transformative technique in the
explicit radiance field and computer graphics landscape. This innovative approach …