Multi-layered LSTM models achieve 76% accuracy for lane change prediction on highway ramps and 94% on straight highway sections for horizons up to 4 seconds using the ExiD drone dataset.
Trajectory-prediction with vision: A survey
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
From Observation to Prediction: LSTM for Vehicle Lane Change Forecasting on Highway On/Off-Ramps
Multi-layered LSTM models achieve 76% accuracy for lane change prediction on highway ramps and 94% on straight highway sections for horizons up to 4 seconds using the ExiD drone dataset.