Adaptive Background subtraction in Dynamic Environments Using Fuzzy Logic
Journal Title: International Journal on Computer Science and Engineering - Year 2010, Vol 2, Issue 2
Abstract
Abstract— Extracting a background from an image is the enabling step for many high-level vision processing tasks, such as object tracking and activity analysis. Although there are a number of object extraction algorithms proposed in the literature, most approaches work efficiently only in constrained environments where the background is relatively simple and static. We extracted features from image regions, accumulated the feature information over time, fused high-level knowledge with low-level features, and built a time-varying background model. A problem with our system is that by adapting the background model, objects moved are difficult to handle. In order to reinsert them into the background, we run the risk of cutting off part of the object. In this paper, we develop a fuzzy logic inference system to detach the moving object from the background. Our experimental results demonstrate that the fuzzy inference system is very efficient and robust
Authors and Affiliations
Sivabalakrishnan. M , Dr. D. Manjula
Keywords
Related Articles
- EP ID EP150165
- DOI -
- Views 109
- Downloads 0
Survey on FPGA Routing Techniques
Field Programmable Gate Array (FPGA), a programmable integrated circuit, has gained great popularity in the circuit design. Routing is an important part of FPGA design step which determines the routing in horizontal and...
Clustering Mixed Data Set Using Modified MARDL Technique
Clustering is tend to be an important issue in data mining applications. Many clustering algorithms are available to cluster datasets that contain either numeric or categorical attributes. The real life database consists...
The Role and Issues of Clustering Technique in Designing Maintainable Object Oriented System
Object Oriented Software development technique has become very popular and is being used by most of the software development companies. Although maintenance may be turn out to be easier for Object Oriented System. But it...
Fingerprint Recognition Using Global and Local Structures
Biometrics is one of the biggest tendencies in human identification. The fingerprint is the most widely used biometric. However considering the automatic fingerprint recognition a completely solved problem is a common mi...
IMPLEMENTATION OF TASK DISSEMINATION IN WIRELESS SENSOR NETWORKS USING MESH TOPOLOGY
Wireless sensor networks, trend of the past few years involves in eploying a large number of small nodes. The nodes then sense nvironmental changes and report them to other nodes over flexible network architecture. A p...