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<title>UTas ePrints - The feasibility of extracting urban fringe land cover information from pixel-level fused TM and SPOT images</title>
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<meta content="Liu, Gang-Jun" name="eprints.creators_name" />
<meta content="Norton, Tony W." name="eprints.creators_name" />
<meta content="Pettit, Christopher J." name="eprints.creators_name" />
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techniques of pixel-level image fusion can be used to generate a synthesised image that maximises the
preservation of both the spectral and the spatial information available from the source images. These
techniques have the potential for improving the quality of information on urban fringe land cover patterns, which
are important to many applications. Here, we assess the feasibility of extracting useful land cover information in
order to derive more accurate spatial information to inform sustainable land-use of the urban fringe. After a brief review of some existing pixel-level image fusion techniques, the results from applying a wavelet transform
based pixel-level image fusion technique on subsets of TM and SPOT images over a portion of the eastern
fringe of Melbourne are evaluated in terms of spectral fidality and spatial enhancement. We argue that the
wavelet fusion technique demonstrated here may provide an efficient and cost-effective means to support
enhanced land cover and land use assessment." name="eprints.abstract" />
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techniques of pixel-level image fusion can be used to generate a synthesised image that maximises the
preservation of both the spectral and the spatial information available from the source images. These
techniques have the potential for improving the quality of information on urban fringe land cover patterns, which
are important to many applications. Here, we assess the feasibility of extracting useful land cover information in
order to derive more accurate spatial information to inform sustainable land-use of the urban fringe. After a brief review of some existing pixel-level image fusion techniques, the results from applying a wavelet transform
based pixel-level image fusion technique on subsets of TM and SPOT images over a portion of the eastern
fringe of Melbourne are evaluated in terms of spectral fidality and spatial enhancement. We argue that the
wavelet fusion technique demonstrated here may provide an efficient and cost-effective means to support
enhanced land cover and land use assessment." name="DC.description" />
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<h1 class="ep_tm_pagetitle">The feasibility of extracting urban fringe land cover information from pixel-level fused TM and SPOT images</h1>
<p style="margin-bottom: 1em" class="not_ep_block"><span class="person_name">Liu, Gang-Jun</span> and <span class="person_name">Norton, Tony W.</span> and <span class="person_name">Pettit, Christopher J.</span> (2003) <xhtml:em>The feasibility of extracting urban fringe land cover information from pixel-level fused TM and SPOT images.</xhtml:em> The feasibility of extracting urban fringe land cover information from pixel-level fused TM and SPOT images, Proceedings of the Spatial Sciences Coalition (1). pp. 1-12.</p><p style="margin-bottom: 1em" class="not_ep_block"></p><table style="margin-bottom: 1em" class="not_ep_block"><tr><td valign="top" style="text-align:center"><a onmouseover="EPJS_ShowPreview( event, 'doc_preview_3200' );" href="http://eprints.utas.edu.au/2447/1/G.LiuT.NortonC.Pettit_ExtractingLandCoverInfofromFusedSPOTandTMImages.pdf" onmouseout="EPJS_HidePreview( event, 'doc_preview_3200' );"><img alt="[img]" src="http://eprints.utas.edu.au/style/images/fileicons/application_pdf.png" class="ep_doc_icon" border="0" /></a><div class="ep_preview" id="doc_preview_3200"><table><tr><td><img alt="" src="http://eprints.utas.edu.au/2447/thumbnails/1/preview.png" class="ep_preview_image" border="0" /><div class="ep_preview_title">Preview</div></td></tr></table></div></td><td valign="top"><a href="http://eprints.utas.edu.au/2447/1/G.LiuT.NortonC.Pettit_ExtractingLandCoverInfofromFusedSPOTandTMImages.pdf"><span class="ep_document_citation">PDF</span></a> - Requires a PDF viewer<br />3551Kb</td></tr></table><p style="margin-bottom: 1em" class="not_ep_block">Official URL: <a href="http://www.spatialsciences.org.au">http://www.spatialsciences.org.au</a></p><div class="not_ep_block"><h2>Abstract</h2><p style="padding-bottom: 16px; text-align: left; margin: 1em auto 0em auto">Given a set of remotely sensed images with different spatial and spectral resolutions, information preserving
techniques of pixel-level image fusion can be used to generate a synthesised image that maximises the
preservation of both the spectral and the spatial information available from the source images. These
techniques have the potential for improving the quality of information on urban fringe land cover patterns, which
are important to many applications. Here, we assess the feasibility of extracting useful land cover information in
order to derive more accurate spatial information to inform sustainable land-use of the urban fringe. After a brief review of some existing pixel-level image fusion techniques, the results from applying a wavelet transform
based pixel-level image fusion technique on subsets of TM and SPOT images over a portion of the eastern
fringe of Melbourne are evaluated in terms of spectral fidality and spatial enhancement. We argue that the
wavelet fusion technique demonstrated here may provide an efficient and cost-effective means to support
enhanced land cover and land use assessment.</p></div><table style="margin-bottom: 1em" cellpadding="3" class="not_ep_block" border="0"><tr><th valign="top" class="ep_row">Item Type:</th><td valign="top" class="ep_row">Article</td></tr><tr><th valign="top" class="ep_row">Keywords:</th><td valign="top" class="ep_row">Urban-rural fringe land use, sustainable management, wavelet transformation, pixel-level image fusion, TM, SPOT</td></tr><tr><th valign="top" class="ep_row">Subjects:</th><td valign="top" class="ep_row"><a href="http://eprints.utas.edu.au/view/subjects/300000.html">300000 Agricultural, Veterinary and Environmental Sciences</a></td></tr><tr><th valign="top" class="ep_row">ID Code:</th><td valign="top" class="ep_row">2447</td></tr><tr><th valign="top" class="ep_row">Deposited By:</th><td valign="top" class="ep_row"><span class="ep_name_citation"><span class="person_name">Professor Tony W. Norton</span></span></td></tr><tr><th valign="top" class="ep_row">Deposited On:</th><td valign="top" class="ep_row">22 Nov 2007 10:04</td></tr><tr><th valign="top" class="ep_row">Last Modified:</th><td valign="top" class="ep_row">09 Jan 2008 02:30</td></tr><tr><th valign="top" class="ep_row">ePrint Statistics:</th><td valign="top" class="ep_row"><a target="ePrintStats" href="/es/index.php?action=show_detail_eprint;id=2447;">View statistics for this ePrint</a></td></tr></table><p align="right">Repository Staff Only: <a href="http://eprints.utas.edu.au/cgi/users/home?screen=EPrint::View&eprintid=2447">item control page</a></p>
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