• DOI:10.1109/CVPR.2016.70
Corpus ID: 4545310

Single-Image Crowd Counting via Multi-Column Convolutional Neural Network

@article{Zhang2016SingleImageCC,
  title={Single-Image Crowd Counting via Multi-Column Convolutional Neural Network},
  author={Yingying Zhang and Desen Zhou and Siqin Chen and Shenghua Gao and Yi Ma},
  journal={2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2016},
  pages={589-597}
}

Yingying Zhang, Desen Zhou, +2 authors Yi Ma

Published 2016

Computer Science

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

This paper aims to develop a method than can accurately estimate the crowd count from an individual image with arbitrary crowd density and arbitrary perspective. [...] Key Method By utilizing filters with receptive fields of different sizes, the features learned by each column CNN are adaptive to variations in people/head size due to perspective effect or image resolution.Expand Abstract

View on IEEE

cv-foundation.org

Save to Library

Create Alert

Cite

Launch Research Feed