47 citations · 58 across the 9 of their papers we have counts for
10 papers
Multi-Level Heterogeneous Knowledge Transfer Network on Forward Scattering Center Model for Limited Samples SAR ATR
Chenxi Zhao, Daochang Wang, Siqian Zhang +1
Simulated data-assisted SAR target recognition methods are the research hotspot currently, devoted to solving the problem of limited samples. Existing works revolve around simulate…
Fifty Years of SAR Automatic Target Recognition: The Road Forward
Jie Zhou, Yongxiang Liu, Li Liu +6
Synthetic Aperture Radar (SAR) imaging is capable of observing objects in nearly all weather and illumination conditions, and has become an indispensable means of information acqui…
MTSGL: Multi-Task Structure Guided Learning for Robust and Interpretable SAR Aircraft Recognition
Qishan He, Lingjun Zhao, Ru Luo +4
Aircraft recognition in synthetic aperture radar (SAR) imagery is a fundamental mission in both military and civilian applications. Recently deep learning (DL) has emerged a domina…
Bottom-Up Scattering Information Perception Network for SAR target recognition
Chenxi Zhao, Daochang Wang, Siqian Zhang +1
Deep learning methods based synthetic aperture radar (SAR) image target recognition tasks have been widely studied currently. The existing deep methods are insufficient to perceive…
Graph Signal Processing for Heterogeneous Change Detection Part II: Spectral Domain Analysis
Yuli Sun, Lin Lei, Dongdong Guan +2
This is the second part of the paper that provides a new strategy for the heterogeneous change detection (HCD) problem, that is, solving HCD from the perspective of graph signal pr…
Graph Signal Processing for Heterogeneous Change Detection Part I: Vertex Domain Filtering
Yuli Sun, Lin Lei, Dongdong Guan +2
This paper provides a new strategy for the Heterogeneous Change Detection (HCD) problem: solving HCD from the perspective of Graph Signal Processing (GSP). We construct a graph for…
Deep Learning for Visual Speech Analysis: A Survey
Changchong Sheng, Gangyao Kuang, Liang Bai +5
Visual speech, referring to the visual domain of speech, has attracted increasing attention due to its wide applications, such as public security, medical treatment, military defen…
Attentional Feature Refinement and Alignment Network for Aircraft Detection in SAR Imagery
Yan Zhao, Lingjun Zhao, Zhong Liu +3
Aircraft detection in Synthetic Aperture Radar (SAR) imagery is a challenging task in SAR Automatic Target Recognition (SAR ATR) areas due to aircraft's extremely discrete appearan…
Adaptive Local Structure Consistency based Heterogeneous Remote Sensing Change Detection
Lin Lei, Yuli Sun, Gangyao Kuang
Change detection of heterogeneous remote sensing images is an important and challenging topic in remote sensing for emergency situation resulting from nature disaster. Due to the d…
Sparse Optimization Problem with s-difference Regularization
Yuli Sun, Xiang Tan, Xiao Li +2
In this paper, a s-difference type regularization for sparse recovery problem is proposed, which is the difference of the normal penalty function R(x) and its corresponding strunca…