13 citations · 16 across the 4 of their papers we have counts for
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cs.CV2023★ 1 cited
IC-FPS: Instance-Centroid Faster Point Sampling Module for 3D Point-base Object Detection
Hu Haotian, Wang Fanyi, Su Jingwen +2
3D object detection is one of the most important tasks in autonomous driving and robotics. Our research focuses on tackling low efficiency issue of point-based methods on large-sca…
cs.CV2023★ 1 cited
GAM : Gradient Attention Module of Optimization for Point Clouds Analysis
Haotian Hu, Fanyi Wang, Jingwen Su +5
In point cloud analysis tasks, the existing local feature aggregation descriptors (LFAD) are unable to fully utilize information in the neighborhood of central points. Previous met…
cs.CV2023★ 13 cited
EA-LSS: Edge-aware Lift-splat-shot Framework for 3D BEV Object Detection
Haotian Hu, Fanyi Wang, Jingwen Su +5
In recent years, great progress has been made in the Lift-Splat-Shot-based (LSS-based) 3D object detection method. However, inaccurate depth estimation remains an important constra…