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Detection of Moving Objects in Image Sequences using 3D Velocity Filters Cover

Detection of Moving Objects in Image Sequences using 3D Velocity Filters

Open Access
|Mar 2008

Abstract

A movement analysis of objects contained in visual scenes can be performed by means of linear multidimensional filters, which have already been analyzed in the past. While the soundness of the results was convincing, interest in those systems declined due to the limited computational power of contemporary computers. Recent advances in design and implementation of integrated circuits and hardware architectures allow realizing velocity filters if the n-D system is carefully adapted to the analyzed problem. In this paper, the fundamental principles of visual scene analysis by linear multidimensional filters are examined with respect to possible sources of degradation. The extraction of movement information and its practical use are demonstrated using a wave digital filter (WDF) implementation.

DOI: https://doi.org/10.2478/v10006-008-0002-2 | Journal eISSN: 2083-8492 | Journal ISSN: 1641-876X
Language: English
Page range: 21 - 31
Published on: Mar 21, 2008
Published by: University of Zielona Góra
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2008 Sam Schauland, Joerg Velten, Anton Kummert, published by University of Zielona Góra
This work is licensed under the Creative Commons License.

Volume 18 (2008): Issue 1 (March 2008)