← Search

KyoungWook Min

2 accepted papers

2024

Progressive Query Refinement Framework for Bird's-Eye-View Semantic Segmentation from Surrounding Images

IROS 2024poster

Expressing images with Multi-Resolution (MR) features has been widely adopted in many computer vision tasks. In this paper, we introduce the MR concept into Bird's-Eye-View (BEV) semantic segmentation for autonomous driving. This introduction enhances our model's ability to capture both global and l…

Cited by 0SourcecodeScholar
2022

Hierarchical Latent Structure for Multi-modal Vehicle Trajectory Forecasting

ECCV 2022poster

"Variational autoencoder (VAE) has widely been utilized for modeling data distributions because it is theoretically elegant, easy to train, and has nice manifold representations. However, when applied to image reconstruction and synthesis tasks, VAE shows the limitation that the generated sample ten…