AI-Generated Image and Video Synthesis: Deep Learning Models, Applications, and Ethical Implications in Visual Media Creation

Technical depth and ethical frameworks for AI visual media synthesis Generative AI models for visual media are transforming virtual reality and biomedical imaging while raising urgent questions about deepfakes and misinformation.AI-Generated Image and Video Synthesis addresses both dimensions.A team of researchers provide algorithmic foundations alongside detection strategies, authentication methods, and regulatory analysis.Coverage spans text-to-image generation, image-to-image translation, video synthesis, neural rendering, and 3D-aware generation.The book examines AI applications in CT, MRI synthetic data augmentation, and virtual staining for biomedical contexts.Case studies explore AI-assisted filmmaking, music videos, and style transfer.A dedicated chapter forecasts emerging trends including diffusion-transformer hybrids and autonomous generative agents.Readers will also find: Comparative analyses of generative models including GANs, diffusion models, and transformers with implem