Occluded Pedestrian Detection Techniques by Deformable Attention-Guided Network (DAGN)

• Published in: Applied sciences Vol. 11; no. 13; p. 6025
• Main Authors: Xie, Han, Zheng, Wenqi, Shin, Hyunchul
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.07.2021
• Subjects: Boxes; computer vision; Datasets; Design; feature extraction; image processing; Localization; Methods; Neural networks; pedestrian detection; Proposals

Although many deep-learning-based methods have achieved considerable detection performance for pedestrians with high visibility, their overall performances are still far from satisfactory, especially when heavily occluded instances are included. In this research, we have developed a novel pedestrian...