Sea surface small target detection on one-dimensional sequential signal

HIGHLIGHTS

• What: This study proposes a novel one-dimensional temporal target signal detection algorithm based on MA-TCN. In this paper, an experiment was conducted using the IPIX database collected in 1993 by a team led by Simon Haykin of McMaster University . To validate the performance of the detector proposed in this paper, it is compared against four other typical and stateof-the-art methods, namely, a detector based on three features, an Isolation Forest-based detector , a CNN-based detector, and a SAE-GA-XGBoost-based detector . The primary reason for this lies in the need to . . .
  

   

  

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