133 citations · 178 across the 5 of their papers we have counts for
5 papers
LDA-MIG Detectors for Maritime Targets in Nonhomogeneous Sea Clutter
Xiaoqiang Hua, Linyu Peng, Weijian Liu +4
This paper deals with the problem of detecting maritime targets embedded in nonhomogeneous sea clutter, where limited number of secondary data is available due to the heterogeneity…
Dual Power Spectrum Manifold and Toeplitz HPD Manifold: Enhancement and Analysis for Matrix CFAR Detection
Hao Wu, Yongqiang Cheng, Xixi Chen +3
Recently, an innovative matrix CFAR detection scheme based on information geometry, also referred to as the geometric detector, has been developed speedily and exhibits distinct ad…
Target Detection within Nonhomogeneous Clutter via Total Bregman Divergence-Based Matrix Information Geometry Detectors
Xiaoqiang Hua, Yusuke Ono, Linyu Peng +2
Information divergences are commonly used to measure the dissimilarity of two elements on a statistical manifold. Differentiable manifolds endowed with different divergences may po…
Enhanced Radar Imaging Using a Complex-valued Convolutional Neural Network
Jingkun Gao, Bin Deng, Yuliang Qin +2
Convolutional neural networks (CNN) have been successfully employed to tackle several remote sensing tasks such as image classification and show better performance than previous te…
Knowledge-Aided STAP Using Low Rank and Geometry Properties
Zhaocheng Yang, Rodrigo C. de Lamare, Xiang Li +1
This paper presents knowledge-aided space-time adaptive processing (KA-STAP) algorithms that exploit the low-rank dominant clutter and the array geometry properties (LRGP) for airb…