Pedestrian Safety by Intent Prediction: A Lightweight LSTM-Attention Architecture and Experimental Evaluations with Real-World Datasets

Author:

Alofi Afnan1,Greer Ross1,Gopalkrishnan Akshay1,Trivedi Mohan1

Affiliation:

1. University of California,Laboratory for Intelligent & Safe Automobiles (LISA),San Diego,La Jolla,USA

Publisher

IEEE

Reference23 articles.

1. National highway traffic safety administration (nhtsa). traffic safety facts 2020

2. From pedestrian detection to crosswalk estimation: An em algorithm and analysis on diverse datasets;Greer

3. Safe control transitions: Machine vision based observable readiness index and data-driven takeover time prediction;Greer

4. Are They Going to Cross? A Benchmark Dataset and Baseline for Pedestrian Crosswalk Behavior

5. PIE: A Large-Scale Dataset and Models for Pedestrian Intention Estimation and Trajectory Prediction

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