Real-time Traac Monitoring
نویسندگان
چکیده
Traac statistics desired by road engineers and planners , and \traac warning" systems demand real-time performance which precludes the use of batch processing. We apply recent real-time tracking techniques along with scene speciic tuning of the dynamics to enable the tracker to accurately predict target location and thus reduce the amount of search and/or image processing required. The beneets of learning dynamics for accurate prediction are speed { our tracker operates at frame rate { and smoothing of vibration. Initial calibration of the projective relationship between the image and ground planes enables metric information to be derived from the image positions and velocities without full camera calibration. Results are presented on real-world traac scenes showing the tracker to be both fast and robust to vibrations which are inevitable in traac locations.
منابع مشابه
A Real - Time Tra c Generation and QOS Monitoring
The ability to control and monitor network traac is important for understanding the behavior of, and developing control algorithms for, broadband networks. In this paper, we report on a traac generation and QOS monitoring system we built on a Hewlett-Packard Broadband Series Test System. The traac generator is capable of continuously generating multiplexed ATM cell streams in real-time correspo...
متن کاملJam: a Java Toolkit for Traac Analyzing and Monitoring
Providing reliable multimedia services requires considerable eeort with currently available hardware and software. Major diiculties are to cope with the changing quality of service parameters. Network as well as the operating system can handle these requirements and share resources optimal among several active multimedia applications only if proper information about traac characteristics are av...
متن کاملDynamic Resource Management for Continuous Media Traac over Atm Networks
Real-time continuous media traac, such as digital video and audio, is expected to comprise a large percentage of the network load on future high speed packet switch networks such as ATM. A major feature which distinguishes high speed networks from traditional slower speed networks is the large amount of data the network must manage. For eecient network usage, traac control mechanisms are essent...
متن کاملEthernet-based Real-time Control Networks for Manufacturing Automation Systems
This paper presents a methodology to provide soft real-time guarantees over Ethernet. To resolve unpredictable delay characteristics of Ethernet, we designed, implemented, and evaluated adaptive traac smoothing. Speciically, a traac smoother is installed between the TCP/IP layer and the Ethernet MAC layer, and works as an interface between them. The traac smoother rst gives real-time (RT) packe...
متن کاملChapter 1 REAL TIME SIMULATION OF TRAFFICDEMAND - SUPPLY INTERACTIONSWITHINDYNAMITMoshe
DynaMIT is a simulation-based real-time system designed to estimate the current state of a transportation network, predict future traac conditions , and provide consistent and unbiased information to travelers. To perform these tasks, eecient simulators have been designed to explicitly capture the interactions between transportation demand and supply. The demand reeects both the OD ow patterns ...
متن کامل