Search Results for author: Yinan Deng

Found 2 papers, 2 papers with code

LGSDF: Continual Global Learning of Signed Distance Fields Aided by Local Updating

2 code implementations8 Apr 2024 Yufeng Yue, Yinan Deng, Jiahui Wang, Yi Yang

Implicit reconstruction of ESDF (Euclidean Signed Distance Field) involves training a neural network to regress the signed distance from any point to the nearest obstacle, which has the advantages of lightweight storage and continuous querying.

Self-Supervised Learning

OpenGraph: Open-Vocabulary Hierarchical 3D Graph Representation in Large-Scale Outdoor Environments

1 code implementation14 Mar 2024 Yinan Deng, Jiahui Wang, Jingyu Zhao, Xinyu Tian, Guangyan Chen, Yi Yang, Yufeng Yue

In this work, we propose OpenGraph, the first open-vocabulary hierarchical graph representation designed for large-scale outdoor environments.

Zero-Shot Learning

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