Vehicle Trajectory Prediction Based on Intention-Aware Non-Autoregressive Transformer With Multi-Attention Learning for Internet of Vehicles
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3192056
Abstract: As a core function of autonomous driving (AD) and the Internet of Vehicles (IoV), accurately predicting the trajectory of vehicles can significantly improve traffic safety and reduce crash injuries. In this article, we propose an… read more here.
Keywords: transformer; intention aware; attention; vehicle trajectory ... See more keywords
DeepFlowGen: Intention-Aware Fine Grained Crowd Flow Generation via Deep Neural Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2021.3061813
Abstract: Obtaining crowd flow distribution with recognized human intention is extremely valuable for a series of applications for metropolitan cities. Previous solutions look at spatial correlation and temporal periodicity based on historical crowd flow information to… read more here.
Keywords: intention aware; distribution; crowd flow; flow ... See more keywords