摘要
Abstract
With the development of digital technology,the demand for high-resolution images has increased significantly in fields such as medical imaging and satellite imagery.However,the image generation algorithms based on diffusion models have deficiencies.To address these issues,efforts are focused on optimizing these algorithms.Through methods such as innovative architecture design,optimized training strategies,and improved resource utilization efficiency,the quality of image generation has been enhanced.The optimized algorithms perform outstandingly in applications such as medical image reconstruction and satellite image generation.They can assist in accurate diagnosis,support urban planning,etc.,providing high-quality image generation solutions for multiple fields and promoting the development of related industries.关键词
扩散模型/高分辨率图像生成/算法优化/图像质量提升/应用探索Key words
diffusion model/high-resolution image generation/algorithm optimization/image quality improvement/application exploration分类
信息技术与安全科学
