PixelGame: Infrared small target segmentation as a Nash equilibrium. (arXiv:2205.13124v1 [cs.CV])

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 the
same strategy leads to antagonistic decisions. To address this problem, we
propose a competitive game framework (pixelGame) from a novel perspective for
ISTS. In pixelGame, FNs and FPs are controlled by …

arxiv cv equilibrium nash equilibrium segmentation small