Locating target at high speed using image decimation decomposition processing

Authors

Zikuan Chen, University of Tennessee - KnoxvilleFollow
Mohammad Rezaul Karim, University of Tennessee - KnoxvilleFollow
Majeed M. Hayat, Marquette UniversityFollow

Document Type

Article

Language

eng

Publication Date

3-2001

Publisher

Elsevier

Source Publication

Pattern Recognition

Source ISSN

0031-3203

Abstract

We develop a decimation-decomposition processing technique that consists of judiciously selecting certain decimation-decomposed components of an image and then performing inter-component processing. For a (k_x,k_y)-decimation decomposition, there may be up to k_xk_y decimation-decomposed components. The minimal surviving and maximal non-surviving lengths associated with inter-component processing algorithm allows for clutter suppression. By removing detection redundancies, one can locate the target at high speed. A “where-then-what” model is proposed for target tracking and recognition. It locates the target by-image decimation-decomposition processing first and then recognizes the target in question using a suitable image recognition technique.

Comments

Accepted version. Pattern Recognition, Vol. 34, No. 3 (March 2001): 685-694. DOI. © 2001 Elsevier. Used with permission.

Majeed M. Hayat was affiliated with University of Dayton at the time of publication.

Recommended Citation

Chen, Zikuan; Karim, Mohammad Rezaul; and Hayat, Majeed M., "Locating target at high speed using image decimation decomposition processing" (2001). Electrical and Computer Engineering Faculty Research and Publications. 608.
https://epublications.marquette.edu/electric_fac/608