Crowd counting from single images using recursive multi-pathway zooming and foreground enhancement

• Main Authors: Ma, Junjie, Dai, Yaping, Jia, Zhiyang, Sun, Fuchun, Tan, Yap Peng, Liu, Jun
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Electrical and electronic engineering; Crowd Counting; Density Estimation
• Online Access: https://hdl.handle.net/10356/172042
• Institution: Nanyang Technological University

Crowd counting is a challenging task due to many challenges such as scale variations and noisy background. To handle these challenges, we propose a novel framework named Multi-Pathway Zooming Network (MZNet) in this paper. The proposed framework recursively optimizes multi-scale features using multi...