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Kunmo Li

3 accepted papers

2025

Spatial Graph Attentional Network Based Place Recognition with Visual Mamba Embedding

IROS 2025

Visual Place Recognition (VPR) plays a vital role in mobile robotics and autonomous navigation by retrieving reference images from a pre-established database. However, VPR systems frequently encounter performance degradation due to environmental variations. To overcome these challenges, we propose a

Cited by 0SourceScholar
2024

Neighborhood Consensus Guided Matching Based Place Recognition with Spatial-Channel Embedding

IROS 2024poster

As a crucial part of mobile robotics and autonomous driving, Visual Place Recognition (VPR) is usually addressed by recognizing its similar reference images from a pre-obtained database. However, VPR always suffers from environmental changes, such as weather, illumination, perceptual-aliasing and so…

Cited by 0SourceScholar
2023

SAMLoc: Structure-Aware Constraints With Multi-Task Distillation for Long-Term Visual Localization

ICRA 2023poster

Real-time and robust long-term visual localization is a crucial technology for autonomous driving. Season and illumination variance make this problem more challenging. At present, most of excellent visual localization algorithms cannot run in real-time on devices with limited computing resources. In…

Cited by 2SourceScholar