Objects segmentation and tracking in difficult conditions of video observation
Keywords:
Segmentation, Tracking, Layer Rep¬resentation, Motion Vector, Posteriori Reliability, Sub Pixel Estimation of Motion VectorsAbstract
A method of objects segmentation and tracking based on their layer representation is reviewed. The method provides automatic capture of several objects in an inhomogeneous background and steady objects tracking in the complete dynamic scenes. The a prior and a posteriori estimations of motion vectors reliability and principles of objects tracks analysis at the tracking stage are given in detail. The suggested solution provides a layer representation method application for video data with low signal to noise ratio.
Published
2008-12-18
How to Cite
Obuhova, N., & Timofeev, B. (2008). Objects segmentation and tracking in difficult conditions of video observation. Information and Control Systems, (6), 9-15. Retrieved from http://proceedings.spiiras.nw.ru/index.php/ius/article/view/14796
Issue
Section
Information processing and control