03505nam 22006015 450 99646546320331620200705112952.0981-13-9148-310.1007/978-981-13-9148-4(CKB)4100000011325645(MiAaPQ)EBC6237599(DE-He213)978-981-13-9148-4(PPN)248593323(EXLCZ)99410000001132564520200624d2020 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierHeterogeneous Facial Analysis and Synthesis[electronic resource] /by Yi Li, Huaibo Huang, Ran He, Tieniu Tan1st ed. 2020.Singapore :Springer Singapore :Imprint: Springer,2020.1 online resource (104 pages)SpringerBriefs in Computer Science,2191-5768981-13-9147-5 1. Introduction -- 2. Foundation -- 3. Unconditional Image Generation -- 4. Cross-spectral hallucination -- 5. Cosmetic Transfer -- 6. Face Super Resolution -- 7. Face Rotation -- 8. Expression Synthesis -- 9. Face Completion -- 10. Suggestions.This book presents a comprehensive review of heterogeneous face analysis and synthesis, ranging from the theoretical and technical foundations to various hot and emerging applications, such as cosmetic transfer, cross-spectral hallucination and face rotation. Deep generative models have been at the forefront of research on artificial intelligence in recent years and have enhanced many heterogeneous face analysis tasks. Not only has there been a constantly growing flow of related research papers, but there have also been substantial advances in real-world applications. Bringing these together, this book describes both the fundamentals and applications of heterogeneous face analysis and synthesis. Moreover, it discusses the strengths and weaknesses of related methods and outlines future trends. Offering a rich blend of theory and practice, the book represents a valuable resource for students, researchers and practitioners who need to construct face analysis systems with deep generative networks.SpringerBriefs in Computer Science,2191-5768Optical data processingPattern recognitionMachine learningImage Processing and Computer Visionhttps://scigraph.springernature.com/ontologies/product-market-codes/I22021Pattern Recognitionhttps://scigraph.springernature.com/ontologies/product-market-codes/I2203XMachine Learninghttps://scigraph.springernature.com/ontologies/product-market-codes/I21010Optical data processing.Pattern recognition.Machine learning.Image Processing and Computer Vision.Pattern Recognition.Machine Learning.006.37Li Yiauthttp://id.loc.gov/vocabulary/relators/aut428643Huang Huaiboauthttp://id.loc.gov/vocabulary/relators/autHe Ranauthttp://id.loc.gov/vocabulary/relators/autTan Tieniuauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK996465463203316Heterogeneous Facial Analysis and Synthesis2251871UNISA