Barmpoutis Panagiotis

Effectiveness of Vision Transformer for Fast and Accurate Single-Stage Pedestrian Detection

Vision transformers have demonstrated remarkable performance on a variety of computer vision tasks. In this paper, we illustrate the effectiveness of the deformable vision transformer for single-stage pedestrian detection and propose a spatial and multi-scale feature enhancement module, which aims t…