Center for Research in Comptuer Vision
Center for Research in Comptuer Vision


Crowd Analysis Projects
UCF-QNRF - A Large Crowd Counting Data Set
Haroon Idrees, Muhammad Tayyab, Kishan Athrey, Dong Zhang, Somaya Al-Maadeed, Nasir Rajpoot, and Mubarak Shah
Detecting Humans in Dense Crowd Images
Haroon Idrees, Khurram Soomro, Mubarak Shah
Counting in Extremely Dense Crowd Images
Haroon Idrees, Imran Saleemi, Cody Seibert, Mubarak Shah
Identifying Behaviors in Crowd Scene
Berkan Solmaz, Brian Moore, Mubarak Shah
Video Scene Understanding Using Multi-scale Analysis
Yang Yang, Jingen Liu, Mubarak Shah
A Streakline Representation of Flow in Crowded Scenes
Ramin Mehran, Brian Moore, Mubarak Shah
Chaotic Invariants of Lagrangian Particle Trajectories for Anomaly Detection in Crowded Scenes
Shandong Wu, Brian Moore, Mubarak Shah
Abnormal Crowd Behavior Detection Using Social Force Models
Ramin Mehran, Alexis Oyama
Crowd Flow Segmentation & Stability Analysis
Saad Ali
Crowd Data Set (Data Set)
Dataset used in the CVPR 2007 paper. [22MB]
Slides of the Talk Given at CVPR 2007. [57MB]
Complete Dataset [128MB]
Floor Fields for Tracking in High Density Crowds
Saad Ali
Learning Motion Patterns in Crowded Scenes Using Motion Flow Field
Min Hu, Saad Ali
Detecting Global Motion Patterns in Complex Videos
Min Hu, Saad Ali
Statistical Learning of Motion Patterns
Imran Saleemi, Lance Hartung