Journal
INFRARED PHYSICS & TECHNOLOGY
Volume 75, Issue -, Pages 1-11Publisher
ELSEVIER
DOI: 10.1016/j.infrared.2015.12.004
Keywords
MODIS; Unidirectional total variation; Difference curvature; Destriping; Split Bregman iteration
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Funding
- National Basic Research Program of China (973 Program) [2014CB744201, 2012CB719901]
- Foundation for the Author of National Excellent Doctoral Dissertation of PR China [201249]
- National Natural Science Foundation of China [41371430, 91438112]
- Key Program of National Natural Science Foundation of China [91438203]
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This paper presents a method of unidirectional total variation destriping using difference curvature in MODIS (Moderate Resolution Imaging Spectrometer) emissive bands. First, difference curvature is utilized to extract spatial information at each pixel; and the spatially weighted parameters that constructed by extracted spatial information are incorporated into the unidirectional total variation model to adaptively adjust the destriping strength for achieving a better destriping result and preserving the detail information meantime. Second, the split Bregman iteration method is employed to optimize the proposed model. Finally, experimental results from MODIS emissive bands and comparisons with other methods demonstrate the potential of the presented method for MODIS image destriping. (C) 2016 Elsevier B.V. All rights reserved.
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