Dictionary Learning for Adaptive GPR Target Classification

@article{Giovanneschi2018DictionaryLF,
  title={Dictionary Learning for Adaptive GPR Target Classification},
  author={Fabio Giovanneschi and Kumar Vijay Mishra and Mar{\'i}a Antonia Gonz{\'a}lez-Huici and Yonina C. Eldar and Joachim H. G. Ender},
  journal={CoRR},
  year={2018},
  volume={abs/1806.04599}
}
Ground penetrating radar (GPR) target detection and classification is a challenging task. Here, we consider various online dictionary learning (DL) methods to obtain sparse representation (SR) of the GPR data to enhance feature extraction for target classification via support vector machine. Online methods are preferred because traditional batch DL like K… CONTINUE READING