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Yinqiang Zhang

5 accepted papers

2025

GauSS-MI: Gaussian Splatting Shannon Mutual Information for Active 3D Reconstruction

RSS 2025poster

This research tackles the challenge of real-time active view selection and uncertainty quantification on visual quality for active 3D reconstruction. Visual quality is a critical aspect of 3D reconstruction. Recent advancements such as Neural Radiance Fields (NeRF) and 3D Gaussian Splatting (3DGS) h…

Cited by 0PDFcodeScholar
2024

Semantics-Aware Receding Horizon Planner for Object-Centric Active Mapping

RA-L 2024

The escalating demands for real-time scene comprehension in modern industries underscore the growing significance of semantic information in the daily tasks of robots, particularly in areas like autonomous inspection and target searching. This letter introduces a semantics-aware receding horizon pla

Cited by 14SourceScholar
2022

A Generalized Continuous Collision Detection Framework of Polynomial Trajectory for Mobile Robots in Cluttered Environments

RA-L 2022

In this letter, we introduce a generalized continuous collision detection (CCD) framework for the mobile robot along the polynomial trajectory in cluttered environments including various static obstacle models. Specifically, we find that the collision conditions between robots and obstacles could be

Cited by 16SourceScholar