Socially-Aware Large-Scale Crowd Forecasting

• Published in: 2014 IEEE Conference on Computer Vision and Pattern Recognition pp. 2211 - 2218
• Main Authors: Alahi, Alexandre, Ramanathan, Vignesh, Li Fei-Fei
• Format: Conference Proceeding Journal Article
• Language: English
• Published: IEEE 01.06.2014
• Subjects: Cameras; Computer vision; crowd; detection; Forecasting; Greedy algorithms; Monitoring; od matrix; Optimization; Pattern recognition; pedestrian; Pedestrians; Stations; Tracking; Trains; Trajectories; Trajectory

In crowded spaces such as city centers or train stations, human mobility looks complex, but is often influenced only by a few causes. We propose to quantitatively study crowded environments by introducing a dataset of 42 million trajectories collected in train stations. Given this dataset, we addres...