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International Journal of Remote Sensing Volume 42, 2021 - Issue 13
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Research Article

A random patches based edge preserving network for land cover classification using Polarimetric Synthetic Aperture Radar images

Maryam ImaniFaculty of Electrical and Computer Engineering, Tarbiat Modares University, Tehran, IranCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-1924-9776
ORCID Icon
Pages 4942-4960 | Received 21 Jan 2021, Accepted 26 Feb 2021, Published online: 19 Apr 2021

Citations (14)

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Read on this site (4)

Maryam Imani. (2024) Scattering and contextual features fusion using a complex multi-scale decomposition for polarimetric SAR image classification. Geocarto International 37:27, pages 17216-17241.
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Abbas Kakoolvand, Maryam Imani & Hassan Ghassemian. (2022) Unsupervised change detection in SAR images based on generalized likelihood ratio test and a two-stage morphological filter. International Journal of Remote Sensing 43:12, pages 4630-4662.
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Maryam Imani. (2022) Nearest polarimetric and spatial neighbours for feature space projection and guidance image-based spatial filtering for PolSAR image classification. Remote Sensing Letters 13:4, pages 406-417.
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Onuwa Okwuashi, Christopher E. Ndehedehe, Dupe Nihinlola Olayinka, Aniekan Eyoh & Hosanna Attai. (2021) Deep support vector machine for PolSAR image classification. International Journal of Remote Sensing 42:17, pages 6498-6536.
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Articles from other publishers (10)

Maryam Imani & Amin Zehtabian. (2024) Attention based morphological guided deep learning network for neuron segmentation in electron microscopy. The Journal of Supercomputing.
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Mohsen Darvishnezhad & Mohammad Ali Sebt. (2023) A novel self‐supervised ensemble learning framework for land use and land cover classification of polarimetric synthetic aperture radar images. IET Radar, Sonar & Navigation 18:3, pages 379-409.
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Bowen Chi, Guoman Huang & Lijun Lu. (2023) An adaptive polarization calibration method independent of corner reflectors. An adaptive polarization calibration method independent of corner reflectors.
Maryam Imani. (2023) Modified PCA, LDA and LPP feature extraction methods for PolSAR image classification. Multimedia Tools and Applications 83:14, pages 41171-41192.
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Maryam Imani. (2023) An iterative PolSAR image classification method with utilizing scattering and contextual information. Multimedia Tools and Applications 83:6, pages 16605-16621.
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Abbas Kakoolvand, Maryam Imani & Hassan Ghassemian. (2023) Unsupervised Change Detection in SAR Images Using a Six-Branch CNN and Adaptive Window Approach. Unsupervised Change Detection in SAR Images Using a Six-Branch CNN and Adaptive Window Approach.
Bowen Chi, Jixian Zhang, Lijun Lu, Shucheng Yang, Guoman Huang & Xu Gao. (2023) A Reflection Symmetric Target Extraction Method Based on Hypothesis Testing for PolSAR Calibration. Remote Sensing 15:5, pages 1252.
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Maryam Imani. (2022) Two-step discriminant analysis based multi-view polarimetric SAR image classification with high confidence. Scientific Reports 12:1.
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Maryam Imani. (2022) Scattering and Regional Features Fusion Using Collaborative Representation for PolSAR Image Classification. Scattering and Regional Features Fusion Using Collaborative Representation for PolSAR Image Classification.
Maryam Imani. (2022) Low frequency and radar’s physical based features for improvement of convolutional neural networks for PolSAR image classification. The Egyptian Journal of Remote Sensing and Space Science 25:1, pages 55-62.
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