Search Results for author: Guanhua Ding

Found 4 papers, 0 papers with code

ProbRadarM3F: mmWave Radar based Human Skeletal Pose Estimation with Probability Map Guided Multi-Format Feature Fusion

no code implementations8 May 2024 Bing Zhu, Zixin He, Weiyi Xiong, Guanhua Ding, Jianan Liu, Tao Huang, Wei Chen, Wei Xiang

However, mmWave radar relies on the collection of reflected signals from the target, and the radar signals containing information is difficult to be fully applied.

Pose Estimation

Separate, Dynamic and Differentiable (SMART) Pruner for Block/Output Channel Pruning on Computer Vision Tasks

no code implementations29 Mar 2024 Guanhua Ding, Zexi Ye, Zhen Zhong, Gang Li, David Shao

In our experiments, the SMART pruner consistently demonstrated its superiority over existing pruning methods across a wide range of tasks and models on block and output channel pruning.

LiDAR Point Cloud-based Multiple Vehicle Tracking with Probabilistic Measurement-Region Association

no code implementations11 Mar 2024 Guanhua Ding, Jianan Liu, Yuxuan Xia, Tao Huang, Bing Zhu, Jinping Sun

Simulation results illustrate the superior estimation accuracy of the proposed PMRA-PMBM filter in terms of both positions and extents of the vehicles comparing with PMBM filters using the gamma Gaussian inverse Wishart and DRA implementations.

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