Intention-Aware Denoising Diffusion Model for Trajectory Prediction

Chen Liu; Shibo He; Haoyu Liu; Jiming Chen

doi:10.1109/tits.2025.3553125

ScienceGate Book Chapters

JOURNAL ARTICLE

Intention-Aware Denoising Diffusion Model for Trajectory Prediction

Chen Liu Shibo He Haoyu Liu Jiming Chen

Year: 2025 Journal: IEEE Transactions on Intelligent Transportation Systems Vol: 26 (5)Pages: 5915-5930 Publisher: Institute of Electrical and Electronics Engineers

DOI: 10.1109/tits.2025.3553125

Get Full-Text PDF Get Analytical Report

Keywords:

Trajectory Computer science Diffusion Artificial intelligence Physics

Metrics

Cited By

18.94

FWCI (Field Weighted Citation Impact)

Refs

0.98

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Traffic Prediction and Management Techniques

Physical Sciences → Engineering → Building and Construction

Image Processing and 3D Reconstruction

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Intention-Aware Denoising Diffusion Model for Trajectory Prediction

Metrics

Citation History

Topics

Related Documents

INTP-DM: Intention-Aware Multimodal Vehicle Trajectory Prediction Using Diffusion Model

DiffMATP: Interaction-Aware Multi-Agent Trajectory Prediction via Denoising Diffusion Models

TrajDiffuse: A Conditional Diffusion Model for Environment-Aware Trajectory Prediction

Map-Adaptive Multimodal Trajectory Prediction via Intention-Aware Unimodal Trajectory Predictors

IAHA: Intention-Aware Hybrid Attention Transformer for Trajectory Prediction