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September Edition 2020

International Journal of Applied Information Systems solicits high quality original research papers for the September 2020 Edition of the journal. The last date of research paper submission is August 14, 2020.

Multiselectivity Spatio-Temporal Analysis for Motion and Velocity Capture

Mohamed EL Aallaoui in Multimedia

International Journal of Applied Information Systems
Year of Publication:2020
Publisher: Foundation of Computer Science (FCS), NY, USA
Authors:Mohamed EL Aallaoui
10.5120/ijais2020451856
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  1. Mohamed EL Aallaoui. Multiselectivity Spatio-Temporal Analysis for Motion and Velocity Capture. International Journal of Applied Information Systems 12(29):1-10, May 2020. URL, DOI BibTeX

    @article{10.5120/ijais2020451856,
    	author = "Mohamed EL Aallaoui",
    	title = "Multiselectivity Spatio-Temporal Analysis for Motion and Velocity Capture",
    	journal = "International Journal of Applied Information Systems",
    	issue_date = "May 2020",
    	volume = 12,
    	number = 29,
    	month = "May",
    	year = 2020,
    	issn = "2249-0868",
    	pages = "1-10",
    	url = "http://www.ijais.org/archives/volume12/number29/1082-2020451856",
    	doi = "10.5120/ijais2020451856",
    	publisher = "Foundation of Computer Science (FCS), NY, USA",
    	address = "New York, USA"
    }
    

Abstract

This paper focuses on the development of a new 2D time wavelets family for image sequence that can capture different motion in image sequence, ranging from highly directional ones to fully isotropic ones. We propose a multiselectivity spatio-temporal analysis, defined by isotropic and multidirectional decomposition with different angular selectivity. The result is a dictionary of wavelet transform with different selectivity level, which provides a theoretical tool to select a best representation for motion and velocity. This representation was used to developer a velocity capture algorithm in image sequence. The Experimental results demonstrate the effectiveness of the proposed approach.

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Keywords

2D+time wavelets, Velocity capture, Motion analysis, Multiselectivity analysis, Angular selectivity