Search Results for author: Haofei Kuang

Found 4 papers, 2 papers with code

Depth Estimation on Underwater Omni-directional Images Using a Deep Neural Network

no code implementations23 May 2019 Haofei Kuang, Qingwen Xu, Sören Schwertfeger

We train one conventional and one spherical FCRN for underwater perspective and omni-directional images, respectively.

Depth Estimation

IR-MCL: Implicit Representation-Based Online Global Localization

1 code implementation6 Oct 2022 Haofei Kuang, Xieyuanli Chen, Tiziano Guadagnino, Nicky Zimmerman, Jens Behley, Cyrill Stachniss

The experiments suggest that the presented implicit representation is able to predict more accurate 2D LiDAR scans leading to an improved observation model for our particle filter-based localization.

Robot Navigation

STAIR: Semantic-Targeted Active Implicit Reconstruction

no code implementations17 Mar 2024 Liren Jin, Haofei Kuang, Yue Pan, Cyrill Stachniss, Marija Popović

The key components of our framework are a semantic implicit neural representation and a compatible planning utility function based on semantic rendering and uncertainty estimation, enabling adaptive view planning to target objects of interest.

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