A Rule-Based Approach to Monitoring Moving Objects
نویسنده
چکیده
In modern GIS applications the control of complex systems dealing with mobile objects gains more and more importance, as for example in the area of airspace monitoring, traffic monitoring on street networks, or location-based services. The logging of individual physical events, such as changes of the current position or vehicles passing a monitoring camera, results in a large amount of data, thus requiring the support of a data base management system. In this context the capability to validate observed events and to provide an ’intelligent’ reaction to the occurrence of specific relevant situations becomes essential. For these tasks active and deductive rule techniques seem to be particularly well suited. This paper aims at examining the interaction between active and deductive rules in the context of monitoring moving objects using a DBMS.
منابع مشابه
A Novel Method for Tracking Moving Objects using Block-Based Similarity
Extracting and tracking active objects are two major issues in surveillance and monitoring applications such as nuclear reactors, mine security, and traffic controllers. In this paper, a block-based similarity algorithm is proposed in order to detect and track objects in the successive frames. We define similarity and cost functions based on the features of the blocks, leading to less computati...
متن کاملStatistical Background Modeling Based on Velocity and Orientation of Moving Objects
Background modeling is an important step in moving object detection and tracking. In this paper, we propose a new statistical approach in which, a sequence of frames are selected according to velocity and direction of some moving objects and then an initial background is modeled, based on the detection of gray pixel's value changes. To have used this sequence of frames, no estimator or distribu...
متن کاملA PRACTICAL APPROACH TO REAL-TIME DYNAMIC BACKGROUND GENERATION BASED ON A TEMPORAL MEDIAN FILTER
In many computer vision applications, segmenting and extraction of moving objects in video sequences is an essential task. Background subtraction, by which each input image is subtracted from the reference image, has often been used for this purpose. In this paper, we offer a novel background-subtraction technique for real-time dynamic background generation using color images that are taken fro...
متن کاملEvaluating the Cleaning Program Efficacy in ICU Ward of General Hospital Using Visual and Microbial Approaches
Background & Aims of the Study: Hospital infectious is one of the major causes of mortality among the hospitalized cases. The interior environment status of hospitals has the important rule in microbial transmission. Translocation of the infectious agents may be essentially due to contacts between patients and contaminated interior environment. This work was performed to ...
متن کاملMoving Objects Tracking Using Statistical Models
Object detection plays an important role in successfulness of a wide range of applications that involve images as input data. In this paper we have presented a new approach for background modeling by nonconsecutive frames differencing. Direction and velocity of moving objects have been extracted in order to get an appropriate sequence of frames to perform frame subtraction. Stationary parts of ...
متن کامل