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Miaoxin Pan

5 accepted papers

2026

DIPP: A Diffusion-Based Potential Planner for Synergistic Navigation and Mapping

ICRA 2026poster

Object-Goal Navigation (ObjectNav) requires an embodied agent to search for and reach a target object category in previously unseen environments using only onboard egocentric observations, which is a fundamental capability for long-horizon autonomous robots. Current Object-Goal Navigation methods ty…

Cited by 0Scholar
2026

DSSM-SG: Dynamic 3D Scene Graphs with Spatio-Semantic Memory for Long-Term Indoor Navigation Tasks

ICRA 2026poster

Dynamic indoor environments pose significant challenges for autonomous robots, as objects frequently move and scenes continuously change, requiring robust scene representation and adaptive navigation strategies. In this work, we introduce DSSM-SG, a dynamic open-vocabulary 3D scene graph framework e…

Cited by 0Scholar
2026

MCOO-SLAM: A Multi-Camera Omnidirectional Object SLAM System

RA-L 2026

Object-level SLAM offers structured and semantically meaningful environment representations, making it more interpretable and suitable for high-level robotic tasks. However, most existing approaches rely on RGB-D sensors or monocular views, which suffer from narrow fields of view, occlusion sensitiv

Cited by 2SourceScholar
2025

Parking-SG: Open-Vocabulary Hierarchical 3D Scene Graph Representation for Open Parking Environments

ICRA 2025

Automatic Valet Parking (AVP) has garnered significant attention from industry and academia due to its potential to enhance traffic efficiency, parking safety, and user experience. While AVP technologies have been successfully applied in standard parking scenarios with clear markings, real-world par

Cited by 2SourceScholar
2021

Towards Autonomous Parking using Vision-only Sensors

IROS 2021poster

Existing autonomous parking solutions usually require special signs, pre-built maps or accurate ranging sensors to achieve reliable perception of the parking environment, but these methods are difficult to popularize because they either require preconditions or are expensive for production cars. In…

Cited by 4SourceScholar