{"product_id":"9781394403110","title":"AI-Generated Image and Video Synthesis : Deep Learning Models, Applications, and Ethical Implications in Visual Media Creation","description":"\u003cp\u003e\u003cb\u003eTechnical depth and ethical frameworks for AI visual media synthesis\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003eGenerative AI models for visual media are transforming virtual reality and biomedical imaging while raising urgent questions about deepfakes and misinformation. \u003ci\u003eAI-Generated Image and Video Synthesis\u003c\/i\u003e addresses both dimensions. A team of researchers provide algorithmic foundations alongside detection strategies, authentication methods, and regulatory analysis. \u003c\/p\u003e\u003cp\u003eCoverage 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. \u003c\/p\u003e\u003cp\u003eReaders will also find: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eComparative analyses of generative models including GANs, diffusion models, and transformers with implementation guidance and code repositories for hands-on experimentation\u003c\/li\u003e \u003cli\u003eDeepfake detection strategies and digital content authentication techniques addressing misinformation, intellectual property rights, and emerging regulatory frameworks worldwide\u003c\/li\u003e \u003cli\u003eIndustry case studies demonstrating real-world deployments in creative industries, surveillance systems, education, and cultural preservation applications\u003c\/li\u003e \u003cli\u003eBiomedical imaging applications covering synthetic data generation for CT and MRI, virtual staining techniques, and data augmentation strategies\u003c\/li\u003e \u003cli\u003ePractical toolkits and online resources supporting implementation and evaluation of AI synthesis techniques across professional and academic contexts\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eDesigned for AI researchers, computer vision engineers, and graduate students studying deep learning and image processing, this book connects theoretical principles with practical deployment. The combination of\u003c\/p\u003e","brand":"Wiley-IEEE Press","offers":[{"title":"Default Title","offer_id":49026210365675,"sku":"EB_KF0800_00000_SIMS","price":236.48,"currency_code":"SGD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0758\/4484\/5803\/files\/9781394403110-1.jpg?v=1785976158","url":"https:\/\/kinokuniya.com.sg\/products\/9781394403110","provider":"Books Kinokuniya Singapore","version":"1.0","type":"link"}