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Yuyao Yan

2 accepted papers

2023

Divide and Conquer: 3D Point Cloud Instance Segmentation With Point-Wise Binarization

ICCV 2023poster

Instance segmentation on point clouds is crucially important for 3D scene understanding. Most SOTAs adopt distance clustering, which is typically effective but does not perform well in segmenting adjacent objects with the same semantic label (especially when they share neighboring points). Due to th…

Cited by 32PDFcodeScholar
2022

3D Random Occlusion and Multi-layer Projection for Deep Multi-Camera Pedestrian Localization

ECCV 2022poster

"Although deep-learning based methods for monocular pedestrian detection have made a great progress, they are still vulnerable to heavy occlusions. Using multi-view information fusion is a potential solution but has limited applications, due to the lack of annotated training samples in existing mult…