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Journal of Electromagnetic Waves and Applications Volume 32, 2018 - Issue 16
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Articles

Clutter removal in GPR images using non-negative matrix factorization

Deniz KumluFaculty of Electrical and Electronic Engineering, Electronics and Communication Department, Istanbul Technical University, Istanbul, TurkeyView further author information
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Isin ErerFaculty of Electrical and Electronic Engineering, Electronics and Communication Department, Istanbul Technical University, Istanbul, TurkeyCorrespondence[email protected]
View further author information
Pages 2055-2066 | Received 31 Aug 2017, Accepted 08 May 2018, Published online: 25 Jun 2018

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Zhi-Kang Ni, Di Zhao, Cheng Shi, Jun Pan, Bin Zhou & Guangyou Fang. (2023) Using dictionary learning for clutter reduction in GPR B-scan images. Remote Sensing Letters 14:1, pages 39-48.
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Deniz Kumlu & Isin Erer. (2021) GPR clutter reduction by multi-resolution based tensor RPCA. International Journal of Remote Sensing 42:19, pages 7295-7312.
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Deniz Kumlu. (2021) Ground penetrating radar data reconstruction via matrix completion. International Journal of Remote Sensing 42:12, pages 4607-4624.
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Deniz Kumlu. (2021) GPR clutter suppression by online stochastic tensor decomposition. Remote Sensing Letters 12:3, pages 239-248.
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Deniz Kumlu & Isin Erer. (2020) Ground penetrating radar clutter removal via randomized low rank and sparse decomposition for missing data case. International Journal of Remote Sensing 41:19, pages 7680-7699.
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Deniz Kumlu & Isin Erer. (2019) Detection of buried objects in ground penetrating radar data using incremental nonnegative matrix factorization. Remote Sensing Letters 10:7, pages 649-658.
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