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Shuhang Zheng

2 accepted papers

2023

BEVPlace: Learning LiDAR-based Place Recognition using Bird's Eye View Images

ICCV 2023poster

Place recognition is a key module for long-term SLAM systems. Current LiDAR-based place recognition methods usually use representations of point clouds such as unordered points or range images. These methods achieve high recall rates of retrieval, but their performance may degrade in the case of vie…

Cited by 46PDFcodeScholar
2023

I2P-Rec: Recognizing Images on Large-Scale Point Cloud Maps Through Bird's Eye View Projections

IROS 2023poster

Place recognition is an important technique for autonomous cars to achieve full autonomy since it can provide an initial guess to online localization algorithms. Although current methods based on images or point clouds have achieved satisfactory performance, localizing the images on a large-scale po…

Cited by 14SourceScholar