4 papers · 1 filter
InceptionGS: Generative Bootstrapping for Large-Scale Gaussian Splatting under Unstructured View Sampling
Tianheng Lu, Guangyu Wang, Ruqi Huang +1
Achieving truly immersive large-scale scene digitization necessitates consistent and visually pleasing rendering across all possible viewing perspectives. However, collecting multi…
DynamicTrack: Advancing Gigapixel Tracking in Crowded Scenes
Yunqi Zhao, Yuchen Guo, Zheng Cao +3
Tracking in gigapixel scenarios holds numerous potential applications in video surveillance and pedestrian analysis. Existing algorithms attempt to perform tracking in crowded scen…
XScale-NVS: Cross-Scale Novel View Synthesis with Hash Featurized Manifold
Guangyu Wang, Jinzhi Zhang, Fan Wang +2
We propose XScale-NVS for high-fidelity cross-scale novel view synthesis of real-world large-scale scenes. Existing representations based on explicit surface suffer from discretiza…
OmniSeg3D: Omniversal 3D Segmentation via Hierarchical Contrastive Learning
Haiyang Ying, Yixuan Yin, Jinzhi Zhang +4
Towards holistic understanding of 3D scenes, a general 3D segmentation method is needed that can segment diverse objects without restrictions on object quantity or categories, whil…