Jingming He — accepted AI-conference papers

2025

Joint Semantic and Rendering Enhancements in 3D Gaussian Modeling with Anisotropic Local Encoding

Jingming He, Chongyi Li, Shiqi Wang, Sam Kwong

ICCV 2025poster

Recent works propose extending 3DGS with semantic feature vectors for simultaneous semantic segmentation and image rendering. However, these methods often treat the semantic and rendering branches separately, relying solely on 2D supervision while ignoring the 3D Gaussian geometry. Moreover, current…

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2019

Exploiting Local and Global Structure for Point Cloud Semantic Segmentation with Contextual Point Representations

Xu Wang, Jingming He, Lin Ma

NeurIPS 2019poster

In this paper, we propose one novel model for point cloud semantic segmentation,which exploits both the local and global structures within the point cloud based onthe contextual point representations. Specifically, we enrich each point represen-tation by performing one novel gated fusion on the poin…

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