http://blog.****.net/column/details/17456.html

1、2015CVPR：Cong Zhang, Hongsheng Li, Xiaogang Wang, and Xiaokang Yang. Cross-scene crowd counting via deep convolutional neural networks. InProceedings of the IEEE Conference on Computer Vision and Pattern
Recognition, pages 833–841, 2015.

2、2016CVPR:Yingying Zhang, Desen Zhou, Siqin Chen, Shenghua Gao, and Yi Ma. Single-image crowd counting via multi-column convolutional neural network. InProceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pages 589–597, 2016.

3\2016 ECCV:Daniel Onoro-Rubio and Roberto J Lopez-Sastre. To-wards perspective-free object counting with deep learning. InEuropean Conference on Computer Vision, pages 615–629. Springer, 2016

4\2016ACM: Lokesh Boominathan, Srinivas SS Kruthiventi, and R Venkatesh Babu. Crowdnet: A deep convolutional
network for dense crowd counting. In Proceedings of the 2016 ACM on Multimedia Conference, pages 640– 644. ACM, 2016.

5\2016ICIP:Shang C, Ai H, Bai B. End-to-end crowd counting via joint learning local and global count[C]// IEEE International Conference on Image Processing. IEEE, 2016:1215-1219.

6\2016ECCV :Elad Walach and Lior Wolf. Learning to count with cnn boosting. InEuropean Conference on Computer Vision, pages 660–676. Springer, 2016.

7\2016ECCV :Zhao Z, Li H, Zhao R, et al. Crossing-Line Crowd Counting with Two-Phase Deep Neural Networks[J]. 2016.

8.2017CVPR:Switching Convolutional Neural Network for Crowd Counting

iccv2017: Generating High-Quality Crowd Density Maps using Contextual Pyramid CNNs

9.2017：Beyond Counting: Comparisons of Density Maps for Crowd Analysis Tasks

10ARVIX:Multi-scale Convolutional Neural Networks for Crowd Counting

11\VISAPP 2017:Fully Convolutional Crowd Counting On Highly Congested Scenes

CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd Counting 

ResnetCrowd: A Residual Deep Learning Architecture

CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd Counting 

video

 CVPR2016：Slicing Convolutional Neural Network for Crowd Video Understanding