Multi-resolution attention convolutional neural network for crowd counting

• Main Authors: Zhang, Youmei, Zhou, Chunluan, Chang, Faliang, Kot, Alex Chichung
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; Crowd Counting; Multi-resolution Attention (MRA) Model
• Online Access: https://hdl.handle.net/10356/144965
• Institution: Nanyang Technological University

Estimating crowd counts remains a challenging task due to the problems of scale variations, non-uniform distribution and complex backgrounds. In this paper, we propose a multi-resolution attention convolutional neural network (MRA-CNN) to address this challenging task. Except for the counting task,...