Cross-scale generative adversarial network for crowd density estimation from images

• Main Authors: Zhang, Gaowei, Pan, Yue, Zhang, Limao, Tiong, Robert Lee Kong
• 其他作者: School of Civil and Environmental Engineering
• 格式: Article
• 語言: English
• 出版: 2022
• 主題: Engineering::Civil engineering; Generative Adversarial Network; Crowd Density Estimation
• 在線閱讀: https://hdl.handle.net/10356/161128

This research develops a cross-scale convolutional spatial generative adversarial network (CSGAN), in order to estimate the crowd density from images accurately. It consists of two similar generators, one for the whole feature extraction, and the other for patch scale feature extraction. An encoder–...