Detection of Moving Vehicles Using Multiple-Level Decomposition Wavelet Analysis

Document Type : Original Article

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Egyptian Armed Forces.

Abstract

This paper introduces an enhanced set of feature extraction for Automatic ground vehicle recognition (AGR), AGR features recognition is a required task in security and surveillance systems. Vehicle direction may be used in tracking object for traffic control or other applications. Multi-acoustic sensor and single seismic sensor were used for feature extraction and direction tracking. Wavelet analysis was used as a powerful tool for acoustic feature extraction. Sixth level wavelet analysis has enabled the extraction of enough features leading to high precision tracking and recognition.

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