Atrous convolutions spatial pyramid network for crowd counting and density estimation

• Main Authors: Ma, Junjie, Dai, Yaping, Tan, Yap Peng
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Electrical and electronic engineering; Crowd Counting; Crowd Density Estimation
• Online Access: https://hdl.handle.net/10356/151340
• Institution: Nanyang Technological University

Scale variation because of perspective distortion is still a challenge for crowd analysis. To address this problem, an atrous convolutions spatial pyramid network (ACSPNet) is proposed to perform crowd counts and density maps for both sparse and congested scenarios. Atrous Convolutions sequenced wit...