DREAM-PCD: Deep Reconstruction and Enhancement of mmWave Radar Pointcloud

no code implementations • 27 Sep 2023 • Ruixu Geng, Yadong Li, Dongheng Zhang, Jincheng Wu, Yating Gao, Yang Hu, Yan Chen

However, existing methods failed to simultaneously address the three main challenges in mmWave radar pointcloud reconstruction: specular information lost, low angular resolution, and strong interference and noise.

A similarity measurement for time series and its application to the stock market

no code implementations • Expert Systems with Applications 2021 • Feng Zhao, Yating Gao, Xinning Li, Zhiyong An, Shiyu Ge, Caiming Zhang

In this paper, for accurately describing the similarity between a pair of time series, a novel similarity measurement is proposed, which is named as the dynamic multi-perspective personalized similarity measurement (DMPSM).

Dynamic Time Warping Time Series +1