Integrating Language-Derived Appearance Elements with Visual Cues in Pedestrian Detection

S Park, H Kim, YM Ro - … on Circuits and Systems for Video …, 2024 - ieeexplore.ieee.org
Large language models (LLMs) have shown their capabilities in understanding contextual
and semantic information regarding knowledge of instance appearances. In this paper, we …

Query-adaptive DETR for Crowded Pedestrian Detection

F Gao, J Leng, J Gan, X Gao - arXiv preprint arXiv:2310.15725, 2023 - arxiv.org
DEtection TRansformer (DETR) and its variants (DETRs) have been successfully applied to
crowded pedestrian detection, which achieved promising performance. However, we find …