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Man Qi

3 accepted papers

2026

Cross-Distill: Multi-Manifold and Viewpoint-Decoupled Distillation for Cross-View Geo-Localization

ICRA 2026poster

Abstract— Cross-View Geo-Localization (CVGL) localizes a query image via retrieval from georeferenced satellite imagery,yet severe viewpoint variation remains a central challenge. Recent advances often rely on heavy backbones or add-on modules that achieve high accuracy but are impractical on resour…

Cited by 0Scholar
2025

JRN-Geo: A Joint Perception Network Based on RGB and Normal Images for Cross-View Geo-Localization

ICRA 2025

Cross-view geo-localization plays a critical role in Unmanned Aerial Vehicle (UAV) localization and navigation. However, significant challenges arise from the drastic viewpoint differences and appearance variations between images. Existing methods predominantly rely on semantic features from RGB ima

Cited by 1SourceScholar
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