PixelGame: Infrared Small Target Segmentation as a Nash Equilibrium

A key challenge of infrared small target segmentation (ISTS) is to balance false negative pixels (FNs) and false positive pixels (FPs). Traditional methods combine FNs and FPs into a single objective by weighted sum, and the optimization process is decided by one actor. Minimizing FNs and FPs with t...

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Veröffentlicht in:	IEEE journal of selected topics in applied earth observations and remote sensing 2022, Vol.15, p.8010-8024
Hauptverfasser:	Zhou, Heng, Tian, Chunna, Zhang, Zhenxi, Li, Chengyang, Xie, Yongqiang, Li, Zhongbo
Format:	Artikel
Sprache:	eng
Schlagworte:	Clutter Convolution Deep learning game theory Games Image segmentation infrared image Methods Nash equilibrium Optimization Pixels Segmentation small target segmentation Target recognition Utility functions
Online-Zugang:	Volltext
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