Self-Matching CAM: A Novel Accurate Visual Explanation of CNNs for SAR Image Interpretation

Self-Matching CAM: A Novel Accurate Visual Explanation of CNNs for SAR Image Interpretation

Synthetic aperture radar (SAR) image interpretation has long been an important but challenging task in SAR imaging processing. Generally, SAR image interpretation comprises complex procedures including filtering, feature extraction, image segmentation, and target recognition, which greatly reduce th...

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Bibliographic Details
Main Authors: Zhenpeng Feng, Mingzhe Zhu, Ljubiša Stanković, Hongbing Ji
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Remote Sensing
Subjects:
synthetic aperture radar (SAR) image interpretation
target recognition
class activation mapping (CAM)
explanation of convolution neural network (CNN)
Online Access:https://www.mdpi.com/2072-4292/13/9/1772

Internet

https://www.mdpi.com/2072-4292/13/9/1772

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