Registration of Mars remote sensing images is vital to jointly exploit and integrate the data from various sensors and periods, which is difficult because the lack of textural information in Mars images. We proposed a RANSAC-based iterative method, under the crater constraint, for affine invariant feature matching. The novelty of this method is, in automatic way, to find an optimal threshold for this RANSAC-based iterations. With this proposed method, a computer-automated process is developed to identify the appropriate threshold of RANSAC when using the iterative affine invariant feature matching method. Furthermore, this threshold can maximize the retention of correct matches and the rejection of all incorrect matches. The experimental results demonstrate successful automatic registration of Mars remote sensing images. (C) 2013 Elsevier Ltd. All rights reserved.
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CSIRO Land & Water, Wembley, WA 6913, Australia
Univ Canberra, eWater Cooperat Res Ctr, Canberra, ACT 2601, AustraliaCSIRO Land & Water, Wembley, WA 6913, Australia
Van Niel, Thomas G.
McVicar, Tim R.
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CSIRO Land & Water, Canberra, ACT 2601, Australia
Univ Canberra, eWater Cooperat Res Ctr, Canberra, ACT 2601, AustraliaCSIRO Land & Water, Wembley, WA 6913, Australia
McVicar, Tim R.
Li, LingTao
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CSIRO Land & Water, Canberra, ACT 2601, Australia
Univ Canberra, eWater Cooperat Res Ctr, Canberra, ACT 2601, AustraliaCSIRO Land & Water, Wembley, WA 6913, Australia
Li, LingTao
Gallant, John C.
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CSIRO Land & Water, Canberra, ACT 2601, AustraliaCSIRO Land & Water, Wembley, WA 6913, Australia
Gallant, John C.
Yang, Qinke
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Chinese Acad Sci, Inst Soil & Water Conservat, Yangling 712100, Shaanxi Prov, Peoples R China
Minist Water Resources, Yangling 712100, Shaanxi Prov, Peoples R ChinaCSIRO Land & Water, Wembley, WA 6913, Australia
机构:
CSIRO Land & Water, Wembley, WA 6913, Australia
Univ Canberra, eWater Cooperat Res Ctr, Canberra, ACT 2601, AustraliaCSIRO Land & Water, Wembley, WA 6913, Australia
Van Niel, Thomas G.
McVicar, Tim R.
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机构:
CSIRO Land & Water, Canberra, ACT 2601, Australia
Univ Canberra, eWater Cooperat Res Ctr, Canberra, ACT 2601, AustraliaCSIRO Land & Water, Wembley, WA 6913, Australia
McVicar, Tim R.
Li, LingTao
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机构:
CSIRO Land & Water, Canberra, ACT 2601, Australia
Univ Canberra, eWater Cooperat Res Ctr, Canberra, ACT 2601, AustraliaCSIRO Land & Water, Wembley, WA 6913, Australia
Li, LingTao
Gallant, John C.
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CSIRO Land & Water, Canberra, ACT 2601, AustraliaCSIRO Land & Water, Wembley, WA 6913, Australia
Gallant, John C.
Yang, Qinke
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机构:
Chinese Acad Sci, Inst Soil & Water Conservat, Yangling 712100, Shaanxi Prov, Peoples R China
Minist Water Resources, Yangling 712100, Shaanxi Prov, Peoples R ChinaCSIRO Land & Water, Wembley, WA 6913, Australia