Uncertainty Exploration: Toward Explainable SAR Target Detection

Author:

Huang Zhongling1ORCID,Liu Ying1,Yao Xiwen1ORCID,Ren Jun2,Han Junwei1ORCID

Affiliation:

1. BRain and Artificial INtelligence Laboratory (BRAIN Lab), School of Automation, Northwestern Polytechnical University, Xi’an, China

2. Beijing Institute of Mechanical and Electrical Engineering, Beijing, China

Funder

National Natural Science Foundation of China

China Postdoctoral Science Foundation

Fundamental Research Funds for the Central Universities

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Earth and Planetary Sciences,Electrical and Electronic Engineering

Reference43 articles.

1. Deep SAR-Net: Learning objects from signals

2. A comprehensive guide to Bayesian convolutional neural network with variational inference;shridhar;arXiv 1901 02731,2019

3. HDEC-TFA: An Unsupervised Learning Approach for Discovering Physical Scattering Properties of Single-Polarized SAR Image

4. Glassboxing Deep Learning to Enhance Aircraft Detection from SAR Imagery

5. What uncertainties do we need in Bayesian deep learning for computer vision?;kendall;arXiv 1703 04977,2017

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