Occlusion detection in video sequences
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2014, Vol 16, Issue 5
Abstract
Abstract: An occlusion is the region between two overlapping objects with disparate motion. Detecting these occluded objects is crucial for many of the video processing. The Occlusion detection is decomposed into two independent sub problems. The First is to detect foreground objects on a frame-wise basis, by labeling each pixel in an image frame as either foreground or background. The second is to couple object observations at different points in a sequence to yield the object's motion trajectory and Occlusion. The motion segmentation is based on an adaptive background subtraction method that models each pixel as mixture of Gaussians. The Gaussian distributions are then evaluated to determine which are most likely to result from a background process. This is useful to track moving objects and detect occlusion in lighting changes, repetitive motions from cluster, and long term scene changes.
Authors and Affiliations
Kapil A. Chavan , P. P. Halkarnikar
Keywords
Related Articles
- EP ID EP147645
- DOI -
- Views 122
- Downloads 0
An overview of content-based image retrieval techniques (CBIR)
Abstract: In the current situation, the image plays a vital role in any aspect of life such as commercial images, satellite images, and medical images and so on. By analyzing this data, useful information can be obtainin...
Effects of Occupational Stress on Work Performance of Police Officers in Nakuru Police Division, Kenya
Abstract: A fully functioning police service is vital for maintenance of peace, provision of security, and enforcement of a country‘s laws. The work performance of police officers in Nakuru and other divisions in Kenya h...
Energy Efficient E-BMA Protocol for Wireless Sensor Networks
Recent advancement in wireless communication has enabled the development of low-cost sensor networks. The sensor networks can be used for various application areas (such as health, military, home and etc.,...
Brain Bridge: A Comparative Study between Database Querying and Human Memory Querying
The human memory is always been subject to many innovations and research since a very long time. As far as our knowledge exceeds, it is the fastest information retrieval system present. Further, the database &nbs...
Highly Available Hadoop Name Node Architecture-Using Replicas of Name Node with Time Synchronization among Replicas
Abstract : Hadoop is a Java software framework that supports data - intensive distributed applications and is developed under open source license. It enables applications to work with thousands of nodes and petabyt...