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TGRS
2016
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10 years 15 days ago
Anomaly Detection in Hyperspectral Images Based on Low-Rank and Sparse Representation
Abstract—A novel method for anomaly detection in hyperspectral images (HSIs) is proposed based on low-rank and sparse representation. The proposed method is based on the separati...
Yang Xu, Zebin Wu, Jun Li, Antonio J. Plaza, Zhihu...
TGRS
2016
47views more  TGRS 2016»
10 years 15 days ago
Passive Microwave Remote Sensing of Soil Moisture Based on Dynamic Vegetation Scattering Properties for AMSR-E
—Accurate mapping of long-term global soil moisture is of great importance to earth science studies and a variety of applications. An approach for deriving volumetric soil moistu...
Jinyang Du, John S. Kimball, Lucas A. Jones
TGRS
2016
47views more  TGRS 2016»
10 years 15 days ago
Thin Cloud Removal Based on Signal Transmission Principles and Spectral Mixture Analysis
—Cloud removal is an important goal for enhancing the utilization of optical remote sensing satellite images. Clouds dynamically affect the signal transmission due to their diffe...
Meng Xu, Mark R. Pickering, Antonio J. Plaza, Xiup...
TGRS
2016
65views more  TGRS 2016»
10 years 15 days ago
Robust CFAR Detector Based on Truncated Statistics in Multiple-Target Situations
—A new and robust constant false alarm rate (CFAR) detector based on truncated statistics is proposed for ship detection in single-look intensity (SLI) and multi-look intensity (...
Ding Tao, Stian Normann Anfinsen, Camilla Brekke
TGRS
2016
46views more  TGRS 2016»
10 years 15 days ago
Hierarchical Suppression Method for Hyperspectral Target Detection
Target detection is an important application in hyperspectral image processing field and several detection algorithms have been proposed in the past decades. Some traditional det...
Zhengxia Zou, Zhenwei Shi