activity
20232026
most citedMobile-Seed: Joint Semantic Segmentation and Boundary Detection for Mobile Robots

26 citations · 28 across the 5 of their papers we have counts for

collaborators

6 papers

cs.CV2026

TOL: Textual Localization with OpenStreetMap

Youqi Liao, Shuhao Kang, Jingyu Xu +6

Natural language provides an intuitive way to express spatial intent in geospatial applications. While existing localization methods often rely on dense point cloud maps or high-re…

cs.CV2026

VLM-Loc: Localization in Point Cloud Maps via Vision-Language Models

Shuhao Kang, Youqi Liao, Peijie Wang +5

Text-to-point-cloud (T2P) localization aims to infer precise spatial positions within 3D point cloud maps from natural language descriptions, reflecting how humans perceive and com…

cs.RO2025

Aerial-ground Cross-modal Localization: Dataset, Ground-truth, and Benchmark

Yandi Yang, Jianping Li, Youqi Liao +5

Accurate visual localization in dense urban environments poses a fundamental task in photogrammetry, geospatial information science, and robotics. While imagery is a low-cost and w…

cs.CV2024★ 1 cited

OSMLoc: Single Image-Based Visual Localization in OpenStreetMap with Fused Geometric and Semantic Guidance

Youqi Liao, Xieyuanli Chen, Shuhao Kang +4

OpenStreetMap (OSM), a rich and versatile source of volunteered geographic information (VGI), facilitates human self-localization and scene understanding by integrating nearby visu…

cs.CV2023★ 26 cited

Mobile-Seed: Joint Semantic Segmentation and Boundary Detection for Mobile Robots

Youqi Liao, Shuhao Kang, Jianping Li +5

Precise and rapid delineation of sharp boundaries and robust semantics is essential for numerous downstream robotic tasks, such as robot grasping and manipulation, real-time semant…

cs.CV2023★ 1 cited

CoFiI2P: Coarse-to-Fine Correspondences for Image-to-Point Cloud Registration

Shuhao Kang, Youqi Liao, Jianping Li +7

Image-to-point cloud (I2P) registration is a fundamental task for robots and autonomous vehicles to achieve cross-modality data fusion and localization. Current I2P registration me…