Search Results for author: Minghui Zheng

Found 4 papers, 0 papers with code

TransFusion: A Practical and Effective Transformer-based Diffusion Model for 3D Human Motion Prediction

no code implementations30 Jul 2023 Sibo Tian, Minghui Zheng, Xiao Liang

Predicting human motion plays a crucial role in ensuring a safe and effective human-robot close collaboration in intelligent remanufacturing systems of the future.

Human motion prediction motion prediction

Cloud-Assisted Collaborative Road Information Discovery with Gaussian Process: Application to Road Profile Estimation

no code implementations13 Oct 2021 Mohammad R. Hajidavalloo, Zhaojian Li, Xin Xia, Ali Louati, Minghui Zheng, Weichao Zhuang

Promising results on extensive simulations and hardware-in-the-loop experiments show that the proposed collaborative estimation can significantly enhance estimation and iteratively improve the performance from vehicle to vehicle, despite vehicle heterogeneity, model uncertainty, and measurement noises.

Vehicle-Human Interactive Behaviors in Emergency: Data Extraction from Traffic Accident Videos

no code implementations2 Mar 2020 Wansong Liu, Danyang Luo, Changxu Wu, Minghui Zheng

To fill this gap and facilitate related research, this paper provides a new yet convenient way to extract the interactive behavior data (i. e., the trajectories of vehicles and humans) from actual accident videos that were captured by both the surveillance cameras and driving recorders.

Autonomous Vehicles

An Audio-Based Fault Diagnosis Method for Quadrotors Using Convolutional Neural Network and Transfer Learning

no code implementations2 Mar 2020 Wansong Liu, Zhu Chen, Minghui Zheng

To reduce the data dependence on the UAV's dynamic models and enable the utilization of the training data from UAVs with different dynamic models, the CNN-based diagnostic model is further augmented by transfer learning.

Transfer Learning

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