人群分析、人群计数 开源代码文献及数据库

本文转载自：https://blog.csdn.net/zhangjunhit/article/details/78190335

人群密度估计 利用未标记数据辅助训练网络 

Leveraging Unlabeled Data for Crowd Counting by Learning to Rank CVPR2018 
https://github.com/xialeiliu/CrowdCountingCVPR18

Crowd Counting Via Scale-adaptive Convolutional Nerual Network 
https://github.com/miao0913/SaCNN-CrowdCounting-Tencent_Youtu

人群分析 物体计数 Towards perspective-free object counting with deep learning ECCV2016 
https://github.com/gramuah/ccnn

人群计数 CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd Counting AVSS 2017 
https://github.com/svishwa/crowdcount-cascaded-mtl

人群计数 CrowdNet: A Deep Convolutional Network for Dense Crowd Counting Caffe: 
https://github.com/davideverona/deep-crowd-counting_crowdnet

人群数据库 Novel Dataset for Fine-grained Abnormal Behavior Understanding in Crowd 
人群异常行为数据库：https://github.com/hosseinm/med Panic，Fight，Congestion，Obstacle ，Neutral

人群异常检测 Anomaly Detection and Localization in Crowded Scenes 
数据库 http://www.svcl.ucsd.edu/projects/anomaly/

人群分析 Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction 
https://www.microsoft.com/en-us/research/publication/deep-spatio-temporal-residual-networks-for-citywide-crowd-flows-prediction/ 
https://github.com/lucktroy/DeepST/tree/master/scripts/papers/AAAI17

人群行为分析 Measuring Crowd Collectiveness CVPR2013 
http://mmlab.ie.cuhk.edu.hk/projects/collectiveness/ 
https://github.com/metalbubble/collectiveness

人群分析 Scene-Independent Group Profiling in Crowd CVPR2014 
http://www.ee.cuhk.edu.hk/~jshao/CUHKcrowd.html https://github.com/amiltonwong/crowd_group_profile

人群属性 Deeply Learned Attributes for Crowded Scene Understanding CVPR2015 
http://www.ee.cuhk.edu.hk/~jshao/WWWCrowdDataset.html https://github.com/amandajshao/www_deep_crowd

人群分析 Slicing Convolutional Neural Network for Crowd Video Understanding CVPR2016 
http://www.ee.cuhk.edu.hk/~jshao/SCNN.html 
Caffe code: https://github.com/amandajshao/Slicing-CNN

人体检测 End-to-end people detection in crowded scenes CVPR2016 
https://github.com/Russell91/ReInspect

人群计数 Single-Image Crowd Counting via Multi-Column Convolutional Neural Network CVPR2016 
https://github.com/svishwa/crowdcount-mcnn 
https://github.com/leeyeehoo/Reduplication-of-Single-Image-Crowd-Counting-via-MCNN-on-UCF-Dataset

人群计数 Switching Convolutional Neural Network for Crowd Counting CVPR2017 
https://github.com/val-iisc/crowd-counting-scnn