@inproceedings{f3f405f8c120488cb4e0c8a11d23173e,
title = "Polarimetric HRRP Target Recognition Based on Convlstm",
abstract = "The high resolution range profiles (HRRPs) of different polarimetric channels can enhance the recognition performance. Few existing methods focus on combining the structure information with correlation between different polarimetric channels. In this paper, we applied ConvLSTM to polarimetric HRRP target recognition. ConvLSTM can be used to combine the structure information with correlation due to the convolution operation and feedback mechanism. The HRRPs from different channels are regarded as the sequential inputs in ConvLSTM. The convolution operation can extract structure information and the feedback mechanism can exploit the correlation between different polarimetric channels. The experimental results demonstrate that the polarimetric HRRP recognition method based on ConvLSTM outperforms the state-of-art methods as well.",
keywords = "convolution long short term memory (ConvLSTM), high resolution range profile (HRRP), polarimetric radar, radar automatic target recognition (RATR)",
author = "Wei Chen and Liang Zhang and Ying Xi and Yanhua Wang and Yang Li",
note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 39th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019 ; Conference date: 28-07-2019 Through 02-08-2019",
year = "2019",
month = jul,
day = "1",
doi = "10.1109/IGARSS.2019.8898645",
language = "English",
series = "International Geoscience and Remote Sensing Symposium (IGARSS)",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "334--337",
booktitle = "2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019 - Proceedings",
address = "United States",
}