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In this paper, we propose a Geometric Model-Free Approach with a Particle Filter (GMFA-PF) through the use of automotive LiDAR for real-time tracking of moving objects within an urban driving ...

Anchor free framework is more in line with the principle of visual semantics, but it falls into the problem of visual regression of the target shape (width, height and rotation angle) directly, with ...