DreamText: A Novel Approach to High-Fidelity Scene Text Synthesis Using a Heuristic Alternate Optimization Strategy and Balanced Supervision

DreamText is a novel method for high-fidelity scene text synthesis that addresses the limitations of existing methods by introducing a heuristic alternate optimization strategy and balanced supervision to improve character representation and attention guidance during the diffusion process.