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Faint Ship Wake Detection in PolSAR Images

IEEE Geoscience and Remote Sensing Letters, 2018
Focusing on the faint turbulent wake detection in polarimetric synthetic aperture radar (PolSAR) images, this letter introduces a novel two-step (coarse and fine processing) detector. Based on the polarization decomposition theory, a new parameter that enhances the contrast between wake and sea, which is called surface scattering randomness (SSR), is ...
Zhou Xu 0002   +2 more
openaire   +1 more source

Structure preserving bilateral filtering for PolSAR data

2014 IEEE International Conference on Image Processing (ICIP), 2014
This paper proposes a structure preserving bilateral filtering (SPBF) for Polarimetric SAR (PolSAR) image. By adopting the edge structural characteristics and surface scattering features, the performance of filter is improved and the loss of structure is reduced.
Xuezhi Yang, Ming Ye, Xiu Wu, Zhao Yang
openaire   +2 more sources

POLSAR image factorization and its extended applications

2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2017
POLSAR image factorization is proposed as an extension of polarimetric SAR incoherent target decomposition. It simultaneously estimates a dictionary of meaningful atom scatterers and their corresponding spatial distribution maps from POLSAR image.
openaire   +2 more sources

Generic object categorization in PolSAR images - and beyond

2014
Can a single algorithm successfully solve different classification tasks without changing the algorithm itself? The human visual cortex can - and so can the computer! In the context of this thesis "generic object categorization" refers to the task of detecting instances of object classes within images.
openaire   +3 more sources

Polsar Image Classification with Transformer

IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium
Yunpeng Zhang   +6 more
openaire   +1 more source

Complex Variational Inference Network for PolSAR Classification

IEEE Geoscience and Remote Sensing Letters, 2022
Xiaofeng Tan 0003   +5 more
openaire   +2 more sources

Unsupervised Deep Representation Learning and Few-Shot Classification of PolSAR Images

IEEE Transactions on Geoscience and Remote Sensing, 2022
Bin Zou, Lamei Zhang, Hongwei Dong
exaly  

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