to develop an effective image enhancement framework that improves the quality and clarity of underwater images. It aims to utilize weighted wavelet-based fusion techniques inspired by visual perception to restore color, contrast, and details degraded in underwater environments. Furthermore, the objective is to enhance image visibility and reliability for applications such as underwater exploration, monitoring, and object detection.