Distance-Scale Restricted SIFT Matching Method for Complicated Content & Different Scales Image Pairs
2014 ◽
Vol 526
◽
pp. 292-296
Keyword(s):
Scale invariant feature transform (SIFT) matching performance decreases greatly when images are in different scales with complicated content and wide-baseline. In this paper, we address this problem, and propose a simple method to improve SIFT matching. The proposed method restricts the matching searching area into much smaller and more likely region to improve matching performance. Experiments shows that the proposed method has saved up to 90% matching time and increased up to 4% in the accuracy, compared with SIFT and previously solutions which only improve the matching accuracy.
2017 ◽
Vol 70
(16)
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pp. C10
2014 ◽
Vol 8
(1)
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pp. 1247-1251
2013 ◽
Vol 33
(11)
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pp. 3179-3182
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2013 ◽
Vol 32
(10)
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pp. 2817-2820
2014 ◽
Vol 35
(5)
◽
pp. 1222-1228
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2018 ◽
Vol 7
(2.8)
◽
pp. 353
2017 ◽
Vol 14
(3)
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pp. 651-661
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