Suchergebnisse - "IEEE transactions on geoscience and remote sensing"

Deep-Learning Schemes for Full-Wave Nonlinear Inverse Scattering Problems von Wei, Zhun, Chen, Xudong

“… This paper is devoted to solving a full-wave inverse scattering problem (ISP), which is aimed at retrieving permittivities of dielectric scatterers from the …”
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UCDNet: A Deep Learning Model for Urban Change Detection From Bi-Temporal Multispectral Sentinel-2 Satellite Images von Basavaraju, K. S., Sravya, N., Lal, Shyam, Nalini, J., Reddy, Chintala Sudhakar, Dell’Acqua, Fabio

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Low-Rank Tensor Modeling for Hyperspectral Unmixing Accounting for Spectral Variability von Imbiriba, Tales, Borsoi, Ricardo Augusto, Bermudez, Jose Carlos Moreira

“… Traditional hyperspectral unmixing methods neglect the underlying variability of spectral signatures often observed in typical hyperspectral images (HI), …”
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Flattening Gamma: Radiometric Terrain Correction for SAR Imagery von Small, D.

“… Enabling intercomparison of synthetic aperture radar (SAR) imagery acquired from different sensors or acquisition modes requires accurate modeling of not only …”
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Time-Dependent Response Versus Scan Angle for MODIS Reflective Solar Bands von Junqiang Sun, Xiaoxiong Xiong, Angal, Amit, Hongda Chen, Aisheng Wu, Xu Geng

“… The Moderate Resolution Imaging Spectroradiometer (MODIS) instruments currently operate onboard the National Aeronautics and Space Administration (NASA's) …”
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Improved Sigma Filter for Speckle Filtering of SAR Imagery von Jong-Sen Lee, Jen-Hung Wen, Ainsworth, T.L., Kun-Shan Chen, Chen, A.J.

“… The Lee sigma filter was developed in 1983 based on the simple concept of two-sigma probability, and it was reasonably effective in speckle filtering. However, …”
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A Copula-Guided In-Model Interpretable Neural Network for Change Detection in Heterogeneous Remote Sensing Images von Li, Weiming, Wang, Xueqian, Li, Gang, Geng, Baocheng, Varshney, Pramod K.

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Cost-Sensitive Awareness-Based SAR Automatic Target Recognition for Imbalanced Data von Cao, Changjie, Cui, Zongyong, Wang, Liying, Wang, Jielei, Cao, Zongjie, Yang, Jianyu

“… With the maturity of synthetic aperture radar (SAR) technology, the problem of imbalanced data has gradually emerged. This problem makes it difficult for the …”
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Novel Spectra-Derived Features for Empirical Retrieval of Water Quality Parameters: Demonstrations for OLI, MSI, and OLCI Sensors von Niroumand-Jadidi, Milad, Bovolo, Francesca, Bruzzone, Lorenzo

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Multilevel Adaptive Photon Cloud Noise Filtering Algorithm for Different Observation Time Scenes in Forest Environments von Huang, Jiapeng, Xia, Tingting

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Random-Frequency SAR Imaging Based on Compressed Sensing von Jungang Yang, Thompson, J., Xiaotao Huang, Tian Jin, Zhimin Zhou

“… Stepped-frequency waveforms can achieve an ultrawide bandwidth by using a sequence of single-frequency pulses. The advantages of stepped-frequency waveforms …”
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SRSG and S2SG: A Model and a Dataset for Scene Graph Generation of Remote Sensing Images From Segmentation Results von Lin, Zhiyuan, Zhu, Feng, Kong, Yanzi, Wang, Qun, Wang, Jianyu

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Remote Sensing Satellite Data Preparation for Simulating and Forecasting River Discharge von Zaji, Amir Hossein, Bonakdari, Hossein, Gharabaghi, Bahram

“… Simulating and forecasting river discharge using satellite information is one of the most economical ways of measuring discharge, especially in remote areas …”
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Substance Dependence Constrained Sparse NMF for Hyperspectral Unmixing von Yuan, Yuan, Fu, Min, Lu, Xiaoqiang

“… Hyperspectral unmixing is one of the most important problems in analyzing remote sensing images, which aims to decompose a mixed pixel into a collection of …”
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LaMIE: Large-Dimensional Multipass InSAR Phase Estimation for Distributed Scatterers von Yusong Bai, Jian Kang, Xiang Ding, Anping Zhang, Zhe Zhang, Naoto Yokoya

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A detail-preserving scale-driven approach to change detection in multitemporal SAR images von Bovolo, F., Bruzzone, L.

“… This paper presents a novel approach to change detection in multitemporal synthetic aperture radar (SAR) images. The proposed approach exploits a wavelet-based …”
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Model-Based Homogeneity to Extend Compressed Sensing for Ground Penetrating Radar von Ryuta Imai, Yicheng Song, Ryo Natsuaki, Akira Hirose

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Use of Doppler Parameters for Ship Velocity Computation in SAR Images von Renga, Alfredo, Moccia, Antonio

“… This paper deals with the exploitation of Doppler centroid measurements for ship velocity estimation from focused single-look complex synthetic aperture radar …”
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Satellite hyperspectral remote sensing for estimating estuarine and coastal water quality von Brando, V.E., Dekker, A.G.

“… The successful launch of Hyperion in November 2000 bridged the gap between the high-resolution (spatial and spectral) airborne remote sensing and the lower …”
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Emulating Sentinel-1 Doppler Radial Ice Drift Measurements Using Envisat ASAR Data von Kraemer, Thomas, Johnsen, Harald, Brekke, Camilla

“… Using data from the Envisat Advanced Synthetic Aperture Radar (ASAR) instrument, this paper demonstrates how the high-precision radial surface velocity …”
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