Pedestrian detection and tracking at crossroads
نویسندگان
چکیده
This paper presents a system for pedestrian detection and tracking by using image processing techniques. A very important issue in the field of intelligent transportation system is to prevent pedestrians from being hit by vehicles. Recently, a great number of vision-based techniques have been proposed for this purpose. In this paper, we propose a vision-based method which combines the use of a pedestrian model as well as the walking rhythm of pedestrians. Through integrating these spatial and temporal information grabbed by a vision system, we are able to develop a reliable pedestrian detection and tracking system that can always produce accurate results. Experimental results obtained using the real world cases have demonstrated that the proposed model is indeed superb.
منابع مشابه
Estimation of Pedestrian Distribution in Indoor Environments using Multiple Pedestrian Tracking
[email protected] [email protected] Abstract We propose a two-tier data analysis approach for estimating distribution of pedestrian locations in an indoor space using multiple pedestrian detection and tracking. Multiple pedestrian detection uses laser measurement for sensing pedestrians in a heavily occluded environment which is usually the case with most indoor environments. . We adapt a ...
متن کاملPedestrian Detection and Tracking from Low-Resolution Unmanned Aerial Vehicle Thermal Imagery
Driven by the prominent thermal signature of humans and following the growing availability of unmanned aerial vehicles (UAVs), more and more research efforts have been focusing on the detection and tracking of pedestrians using thermal infrared images recorded from UAVs. However, pedestrian detection and tracking from the thermal images obtained from UAVs pose many challenges due to the low-res...
متن کاملEvent Detection in Pedestrian Detection and Tracking Applications
In this paper, we present a system framework for event detection in pedestrian and tracking applications. The system is built upon a robust computer vision approach to detecting and tracking pedestrians in unconstrained crowded scenes. Upon this framework we propose a pedestrian indexing scheme and suite of tools for detecting events or retrieving data from a given scenario.
متن کاملAn Efficient Vision-Based Pedestrian Detection and Tracking System for ITS Applications
In this thesis, a novel Pedestrian Protection System (PPS), composed of the Pedestrian Detection System (PDS) and the Pedestrian Tracking System (PTS), was proposed. The PPS is a supplementary application for the Advanced Driver Assistance System, which is used to avoid collisions between vehicles and pedestrians. The Pedestrian Detection System (PDS) is used to detect pedestrians from near to ...
متن کاملExtracting Microscopic Pedestrian Characteristics from Video Data
Insight into walking behavior is essential for theory and model development describing the behavior of individual pedestrians. In turn, microscopic pedestrian simulation models can be used to test and compare different infrastructure designs, both from the perspective of efficiency and safety. To calibrate these microscopic models, detailed data is required. However, currently such data is not ...
متن کامل