Feature agglomeration networks for single stage face detection

• Main Authors: ZHANG, Jialiang, WU, Xiongwei, HOI, Steven C. H., ZHU, Jianke
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: Hierarchical loss; Single-stage detectors; Context-aware; Feature agglomeration; Databases and Information Systems; Data Storage Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/5098; https://ink.library.smu.edu.sg/context/sis_research/article/6101/viewcontent/1712.00721.pdf
• Institution: Singapore Management University

Recent years have witnessed promising results of exploring deep convolutional neural network for face detection. Despite making remarkable progress, face detection in the wild remains challenging especially when detecting faces at vastly different scales and characteristics. In this paper, we propos...