Fig. 4
From: Underwater image enhancement using hybrid transformers and evolutionary particle swarm optimization

Architecture of the proposed Hybrid Transformer Network (HTN), showing the flow from input Preprocessing to transformer-based feature extraction and attention-guided enhancement for underwater image enhancement.