DeepKalPose: A Deep Learning-Based Kalman Filter for Temporally Consistent Monocular Vehicle Pose Estimation

DeepKalPose, a novel deep learning-based Kalman Filter approach, enhances temporal consistency in monocular vehicle 6D pose estimation by effectively capturing complex vehicle motion patterns and leveraging both forward and backward time-series processing.