Cover Image

Pedestrian Crossing Intention Prediction Using Multimodal Fusion Network

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Yuanzhe, Müller, Steffen
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Multi-Context Fusion Transformer for Pedestrian Crossing Intention Prediction in Urban Environments
by: Li, Yuanzhe, et al.
Published: (2025)

ACIT: Attention-Guided Cross-Modal Interaction Transformer for Pedestrian Crossing Intention Prediction
by: Li, Yuanzhe, et al.
Published: (2025)

Intention-Aware Diffusion Model for Pedestrian Trajectory Prediction
by: Liu, Yu, et al.
Published: (2025)

Occlusion-Aware Diffusion Model for Pedestrian Intention Prediction
by: Liu, Yu, et al.
Published: (2025)

ESIA: An Energy-Based Spatiotemporal Interaction-Aware Framework for Pedestrian Intention Prediction
by: Wu, Yanping, et al.
Published: (2026)

PEDESTRIANQA: A Benchmark for Vision-Language Models on Pedestrian Intention and Trajectory Prediction
by: Mishra, Naman, et al.
Published: (2026)

Seeing Beyond Frames: Zero-Shot Pedestrian Intention Prediction with Raw Temporal Video and Multimodal Cues
by: Zambare, Pallavi, et al.
Published: (2025)

Temporal-contextual Event Learning for Pedestrian Crossing Intent Prediction
by: Liang, Hongbin, et al.
Published: (2025)

Sparse Prototype Network for Explainable Pedestrian Behavior Prediction
by: Feng, Yan, et al.
Published: (2024)

Recurrent Aligned Network for Generalized Pedestrian Trajectory Prediction
by: Dong, Yonghao, et al.
Published: (2024)

VIT-Ped: Visionary Intention Transformer for Pedestrian Behavior Analysis
by: Elkammar, Aly R., et al.
Published: (2026)

Synthetic Data Generation Framework, Dataset, and Efficient Deep Model for Pedestrian Intention Prediction
by: Riaz, Muhammad Naveed, et al.
Published: (2024)

Unified Spatial-Temporal Edge-Enhanced Graph Networks for Pedestrian Trajectory Prediction
by: Li, Ruochen, et al.
Published: (2025)

Pedestrian Attribute Recognition via CLIP based Prompt Vision-Language Fusion
by: Wang, Xiao, et al.
Published: (2023)

CaTFormer: Causal Temporal Transformer with Dynamic Contextual Fusion for Driving Intention Prediction
by: Wang, Sirui, et al.
Published: (2025)

TACFN: Transformer-based Adaptive Cross-modal Fusion Network for Multimodal Emotion Recognition
by: Liu, Feng, et al.
Published: (2025)

PIP-Net: Pedestrian Intention Prediction in the Wild
by: Azarmi, Mohsen, et al.
Published: (2024)

Pedestrian Intention Prediction via Vision-Language Foundation Models
by: Azarmi, Mohsen, et al.
Published: (2025)

Multimodal Connectome Fusion via Cross-Attention for Autism Spectrum Disorder Classification Using Graph Learning
by: Rahman, Ansar, et al.
Published: (2026)

BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction
by: Li, Ruochen, et al.
Published: (2025)

LG-Traj: LLM Guided Pedestrian Trajectory Prediction
by: Chib, Pranav Singh, et al.
Published: (2024)

ART: Adaptive Relational Transformer for Pedestrian Trajectory Prediction with Temporal-Aware Relations
by: Li, Ruochen, et al.
Published: (2026)

Intention Enhanced Diffusion Model for Multimodal Pedestrian Trajectory Prediction
by: Liu, Yu, et al.
Published: (2025)

MCN-CL: Multimodal Cross-Attention Network and Contrastive Learning for Multimodal Emotion Recognition
by: Li, Feng, et al.
Published: (2025)

RGB-Event based Pedestrian Attribute Recognition: A Benchmark Dataset and An Asymmetric RWKV Fusion Framework
by: Wang, Xiao, et al.
Published: (2025)

IA-LSTM: Interaction-Aware LSTM for Pedestrian Trajectory Prediction
by: Chen, Yuehai
Published: (2023)

GoalNet: Goal Areas Oriented Pedestrian Trajectory Prediction
by: Fadillah, Amar, et al.
Published: (2024)

A-QCF-Net: An Adaptive Quaternion Cross-Fusion Network for Multimodal Liver Tumor Segmentation from Unpaired Datasets
by: V, Arunkumar, et al.
Published: (2025)

Pedestrian Attribute Recognition via Hierarchical Cross-Modality HyperGraph Learning
by: Wang, Xiao, et al.
Published: (2025)

COMO: Cross-Mamba Interaction and Offset-Guided Fusion for Multimodal Object Detection
by: Liu, Chang, et al.
Published: (2024)

Social LSTM with Dynamic Occupancy Modeling for Realistic Pedestrian Trajectory Prediction
by: Alia, Ahmed, et al.
Published: (2025)

SocialCVAE: Predicting Pedestrian Trajectory via Interaction Conditioned Latents
by: Xiang, Wei, et al.
Published: (2024)

Feature Importance in Pedestrian Intention Prediction: A Context-Aware Review
by: Azarmi, Mohsen, et al.
Published: (2024)

Gastric-X: A Multimodal Multi-Phase Benchmark Dataset for Advancing Vision-Language Models in Gastric Cancer Analysis
by: Lu, Sheng, et al.
Published: (2026)

ECMF: Enhanced Cross-Modal Fusion for Multimodal Emotion Recognition in MER-SEMI Challenge
by: Hu, Juewen, et al.
Published: (2025)

SceneAware: Scene-Constrained Pedestrian Trajectory Prediction with LLM-Guided Walkability
by: Bai, Juho, et al.
Published: (2025)

MulCPred: Learning Multi-modal Concepts for Explainable Pedestrian Action Prediction
by: Feng, Yan, et al.
Published: (2024)

Enhancing Pedestrian Trajectory Prediction with Crowd Trip Information
by: Tamaru, Rei, et al.
Published: (2024)

A Multimodal Intermediate Fusion Network with Manifold Learning for Stress Detection
by: Bodaghi, Morteza, et al.
Published: (2024)

Intention-aware Denoising Diffusion Model for Trajectory Prediction
by: Liu, Chen, et al.
Published: (2024)