7 citations · 19 across the 11 of their papers we have counts for
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cs.CV2024★ 1 cited
VoxelTrack: Exploring Voxel Representation for 3D Point Cloud Object Tracking
Yuxuan Lu, Jiahao Nie, Zhiwei He +2
Current LiDAR point cloud-based 3D single object tracking (SOT) methods typically rely on point-based representation network. Despite demonstrated success, such networks suffer fro…
cs.CV2024★ 7 cited
P2P: Part-to-Part Motion Cues Guide a Strong Tracking Framework for LiDAR Point Clouds
Jiahao Nie, Fei Xie, Sifan Zhou +3
3D single object tracking (SOT) methods based on appearance matching has long suffered from insufficient appearance information incurred by incomplete, textureless and semantically…
cs.CV2024★ 3 cited
Towards Category Unification of 3D Single Object Tracking on Point Clouds
Jiahao Nie, Zhiwei He, Xudong Lv +3
Category-specific models are provenly valuable methods in 3D single object tracking (SOT) regardless of Siamese or motion-centric paradigms. However, such over-specialized model de…