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A comparison of feature extraction methods within a spatio-temporal land cover change detection framework

conference contribution
posted on 2023-05-23, 06:49 authored by Kleynhans, W, Brian SalmonBrian Salmon, Jan OlivierJan Olivier, Wessels, KJ, van den Bergh, F
In this paper, a change detection accuracy comparison is made between a recently proposed EKF method and a sliding window Fast Fourier Transform (FFT) alternative within a spatiotemporal change detection framework. Bothmethods produce a mean and amplitude parameter sequence which is then used to determine a change metric which yield a change of nochange decision after thresholding. The objective is to determine which of these methods produces a change metric value that is able to best discriminate between change and no-change.

History

Publication title

Proceedings of the IEEE Geoscience and Remote Sensing Symposium (IGARSS) 2011

Pagination

688-691

ISBN

978-1-4577-1003-2

Department/School

School of Engineering

Publisher

IEEE Explore

Place of publication

USA

Event title

IEEE International Geoscience and Remote Sensing Symposium

Event Venue

Vancouver, Canada

Date of Event (Start Date)

2011-07-24

Date of Event (End Date)

2011-07-29

Repository Status

  • Restricted

Socio-economic Objectives

Expanding knowledge in engineering

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    University Of Tasmania

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