Object Detection & Tracking in Moving Background Under Different Environmental Conditions
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2016, Vol 18, Issue 3
Abstract
Abstract: Object detection and tracking has been a widely studied research problem in recent years. Currently system architectures are service oriented i.e. they offer number of services. All such common services are grouped together and are available as a domain called as service domain. One such service domain of our interest is LBS (location based service). The service of our interest is tracking. Tracking of moving objects is done in applications like surveillance systems, human computer interactions, object recognition, navigation systems etc. In real world, 3D, the object which we want to track is called as object of interest (OOI). Tracking has been a difficult task to apply in congested situations due to erroneous segmentation of objects. Commonreasons of inaccurate segmentation could be long shadows, partial and full occlusion of objects with each other and with stationary objects in the scene. Difficulties in tracking objects can arise due to appearance change ofobject as well as scene, unexpected object motion, non-rigid object structures, partial or full occlusions, and camera motion. In this paper we propose algorithm to detect and track objects in indoor or outdoor environment under various conditions such as high illumination, low illumination and hue.
Authors and Affiliations
Nandita Singh , Manoj Sabnis
Keywords
Related Articles
- EP ID EP96137
- DOI -
- Views 112
- Downloads 0
Growth and Development Strategy of It Software and Service Industry
Segmentation of Lung Tumor in CT Scan Images using FA-FCM Algorithms
Abstract: Lung Cancer is dangerous disease that cause most human to death at early age and it is an uncontrolled cell growth in tissues on the lung. Many algorithms and technologies are introduced for identifying the lun...
Intelligent Database Driven Reverse Dictionary
Abstract: The reverse dictionary identifies a concept/idea/definition to words and phrases used to describe that concept. You can enter a single word, phrase, or a few words to get the correct meanings for that sen...
ComparativeAnalysis of Automated Image-Tagging Techniques
Abstract: Smart phones with cameras having powerful built-in sensors tend to meet at a point towards theproblem of automatic image-tagging. So such an out-of-band approach is valuable, especially with increasingdev...
Adjacent Total Average Algorithm for Travel Time Prediction
Abstract: Travel time prediction plays an important role with the development of ATIS (Advanced Travelers Information Systems).It provides useful information which may allow travelers to change their routes and to decide...