A mobile vision system for robust multi-person tracking

A Ess, B Leibe, K Schindler… - 2008 IEEE conference on …, 2008 - ieeexplore.ieee.org
We present a mobile vision system for multi-person tracking in busy environments.
Specifically, the system integrates continuous visual odometry computation with tracking-by …

Robust people tracking with global trajectory optimization

J Berclaz, F Fleuret, P Fua - 2006 IEEE Computer Society …, 2006 - ieeexplore.ieee.org
Given three or four synchronized videos taken at eye level and from different angles, we
show that we can effectively use dynamic programming to accurately follow up to six …

Robust multiperson tracking from a mobile platform

A Ess, B Leibe, K Schindler… - IEEE transactions on …, 2009 - ieeexplore.ieee.org
In this paper, we address the problem of multiperson tracking in busy pedestrian zones
using a stereo rig mounted on a mobile platform. The complexity of the problem calls for an …

Part-based multiple-person tracking with partial occlusion handling

G Shu, A Dehghan, O Oreifej, E Hand… - 2012 IEEE Conference …, 2012 - ieeexplore.ieee.org
Single camera-based multiple-person tracking is often hindered by difficulties such as
occlusion and changes in appearance. In this paper, we address such problems by …

Multi-person tracking with sparse detection and continuous segmentation

D Mitzel, E Horbert, A Ess, B Leibe - … Crete, Greece, September 5-11, 2010 …, 2010 - Springer
This paper presents an integrated framework for mobile street-level tracking of multiple
persons. In contrast to classic tracking-by-detection approaches, our framework employs an …

Detection driven adaptive multi-cue integration for multiple human tracking

M Yang, F Lv, W Xu, Y Gong - 2009 IEEE 12th International …, 2009 - ieeexplore.ieee.org
In video surveillance scenarios, appearances of both human and their nearby scenes may
experience large variations due to scale and view angle changes, partial occlusions, or …

Everybody needs somebody: Modeling social and grouping behavior on a linear programming multiple people tracker

L Leal-Taixé, G Pons-Moll… - 2011 IEEE international …, 2011 - ieeexplore.ieee.org
Multiple people tracking consists in detecting the subjects at each frame and matching these
detections to obtain full trajectories. In semi-crowded environments, pedestrians often …

Multi-camera multi-person tracking for easyliving

J Krumm, S Harris, B Meyers, B Brumitt… - … Workshop on Visual …, 2000 - ieeexplore.ieee.org
While intelligent environments are often cited as a reason for doing work on visual person-
tracking, really making an intelligent environment exposes many real-world problems in …

Online multi-person tracking by tracker hierarchy

J Zhang, LL Presti, S Sclaroff - 2012 IEEE Ninth International …, 2012 - ieeexplore.ieee.org
Tracking-by-detection is a widely used paradigm for multi-person tracking but is affected by
variations in crowd density, obstacles in the scene, varying illumination, human pose …

How does person identity recognition help multi-person tracking?

CH Kuo, R Nevatia - CVPR 2011, 2011 - ieeexplore.ieee.org
We address the problem of multi-person tracking in a complex scene from a single camera.
Although tracklet-association methods have shown impressive results in several challenging …