A Feature-Map-Based Method for Explaining the Performance Degradation of Ship Detection Networks

The unknowability of the inner workings limits the magnitude of performance improvement of ship target detection networks in synthetic aperture radar (SAR) images under Gaussian noise. However, none of the existing interpretation methods explain the phenomenon of network changes under noise. The fea...

Full description

Bibliographic Details

Published in:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Main Authors:	Peng Jia, Xiaowei He, Bo Wang, Jun Li, Qinghong Sheng, Guo Zhang
Format:	Article
Language:	English
Published:	IEEE 2023-01-01
Subjects:	Interpretability ship detection synthetic aperture radar visualization
Online Access:	https://ieeexplore.ieee.org/document/10034836/