Micro-motion Signal Enhancement via Convolutional Autoencoder Equipped with Multi-scale Feature Pyramid

Due to the time-varying and non-stationary characteristics of micro-motion signals, micro-Doppler spectrograms have been widely used for micro-motion signature analysis, which plays an important role in civil and military fields. However, the background noise in the spectrogram severely restricts su...

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Bibliographic Details
Published in:	2023 8th International Conference on Signal and Image Processing (ICSIP) pp. 758 - 762
Main Authors:	Zhang, Honglei, Tang, Minglei, Zhang, Wenpeng, Yang, Wei, Jiang, Weidong
Format:	Conference Proceeding
Language:	English
Published:	IEEE 08.07.2023
Subjects:	autoencoder Background noise Convolution Feature extraction feature pyramid Image restoration Micro-motion Parameter estimation Robustness Semantics signal enhancement
Online Access:	Get full text
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