Pedestrian Tracking Using Single-row Laser Range Scanners

نویسندگان

  • Huijing Zhao
  • Ryosuke Shibasaki
  • Nobuaki Ishihara
چکیده

In this research, we propose a novel method of monitoring and tracking pedestrians in wide and open area, such as shopping mall and exhibition hall, using a number of laser range scanners (LD-A). LD-A, produced by IBEO Lasertechnik, is a single-row type laser range scanner with a high profiling rate of lOHz and wide viewing angle of 270 degree. LD-As are set on the ground doing horizontal scanning, so that horizontal cross sections of the surroundings, containing moving legs of pedestrians as well as still objects, are obtained in a rectangular coordinate system of real dimension. Each LD-A is controlled by a client computer, which gathers laser data, extracts the data of moving objects by background subtraction, and sends them to a server computer through network. The server computer synchronizes all client computers, integrates the data of moving objects from client computers to a global coordinate system, and tracks trajectories by identifying the pattern of moving legs. An experiment is conducted in Tokyo BigSite to monitor the pedestrian's movement in an exhibition hall, where three LD-As are used, and trajectories of more than 50 pedestrians are tracked simultaneously.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Method for Modeling of Pedestrian Flow in the Space with Obstacles using Laser Range Scanners

The measurement of the pedestrians’ movement has high utility, because many efficient services can be provided for pedestrians with the measurement data. There are some techniques to measure pedestrian traffic and especially the method to measure pedestrian traffic with laser range scanners attracts considerable attention recently. However, the lines of sights of the laser range scanners are ob...

متن کامل

Dense stereo based critical area detection for an active pedestrian protection system

An active pedestrian protection system is required to operate in realtime and produce an extremely low false alarm. To achieve these requirements, Broggi et al. detected critical areas using a laser scanner and found pedestrians only in these areas via a camera. However, using heterogeneous sensors requires complicated system architecture and laser scanners have drawbacks in terms of installabi...

متن کامل

Experimental Validation of Foot to Foot Range Measurements in Pedestrian Tracking

A pedestrian tracking system using inertial sensors mounted on both feet is presented. Significant accuracy improvements are demonstrated, compared to single shoe tracking, by using sonar foot-to-foot range measurements to constrain heading drift. A single complementary Kalman filter fuses data from both inertial measurement units and the sonar sensor. The system is composed of commercial and c...

متن کامل

LADAR-based Pedestrian Detection and Tracking

The approach investigated in this work employs LADAR measurements to detect and track pedestrians over time. The algorithm can process range measurements from both line and 3D scanners. The use of line scanners allows detection and tracking at rates up to 75 Hz. However, this type of sensor may not always perform satisfactorily in uneven terrains. A 3D LADAR is used to improve operation in unev...

متن کامل

People Tracking by Integrating Observations from Distributed Cameras and Laser Range Scanners

For tracking a varying number of people using distributed cameras, it is important to deal with appearance/disappearance of people due to various causes including occlusions. We propose a method for tracking people with automatic initialization by integrating observations from distributed cameras and laser range scanners. In our method, the problem of estimating 3D positions and orientations of...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2002