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使用混合变压器和进化粒子群集优化进行水下图像增强

Ajay Kumar1, Gagandeep Berar2, Manmohan Sharma1

  • 1Department of Computer Science and Engineering, Manipal University Jaipur, Jaipur, Rajasthan, India.

Scientific reports
|August 12, 2025
PubMed
概括

本研究介绍了一种混合变压器网络,该网络使用粒子群优化 (HTN-PSO) 进行了优化,以显著提高水下图像质量. 新的HTN-PSO方法提高了可见性,减少了扭曲,优于现有技术.

关键词:
卷积神经网络 (CNN) 是一种神经网络.功能提取 功能提取粒子群集优化优化 粒子群集优化水下图像增强 (UIE) 是一种水下图像增强技术.白平衡 (WB) 是指白平衡的方法.

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