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Editore: Springer Nature Switzerland AG, Cham, 2026
ISBN 10: 9819694035 ISBN 13: 9789819694037
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Hardcover. Condizione: new. Hardcover. This book comprehensively and systematically introduces the theory of generative adversarial networks and its applications in image and voice processing. This book consists of 12 chapters, of which the first four chapters present basic knowledge, including the principle of GAN, optimization objectives, training methods and evaluation indicators. The last eight chapters introduce the applications of GAN in various vertical fields, covering image generation, video generation, image translation, face image editing, image quality improvement, general image editing, anti-attack, voice signal processing and other fields. Through reading this book, readers will thoroughly understand the principles of GAN, various GAN model designs, and learn to apply GAN for most vision and voice tasks. This book is suitable for the junior researchers, students or industrial practitioners in related areas. The last eight chapters introduce the applications ofGAN in various vertical fields, covering image generation, video generation,image translation, face image editing, image quality improvement, general imageediting, anti-attack, voice signal processing and other fields. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
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ISBN 10: 9819694035 ISBN 13: 9789819694037
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ISBN 10: 9819694035 ISBN 13: 9789819694037
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Aggiungi al carrelloHardcover. Condizione: new. Hardcover. This book comprehensively and systematically introduces the theory of generative adversarial networks and its applications in image and voice processing. This book consists of 12 chapters, of which the first four chapters present basic knowledge, including the principle of GAN, optimization objectives, training methods and evaluation indicators. The last eight chapters introduce the applications of GAN in various vertical fields, covering image generation, video generation, image translation, face image editing, image quality improvement, general image editing, anti-attack, voice signal processing and other fields. Through reading this book, readers will thoroughly understand the principles of GAN, various GAN model designs, and learn to apply GAN for most vision and voice tasks. This book is suitable for the junior researchers, students or industrial practitioners in related areas. The last eight chapters introduce the applications ofGAN in various vertical fields, covering image generation, video generation,image translation, face image editing, image quality improvement, general imageediting, anti-attack, voice signal processing and other fields. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.
Lingua: Inglese
Editore: Springer Nature Switzerland AG, Cham, 2026
ISBN 10: 9819694035 ISBN 13: 9789819694037
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EUR 125,46
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Aggiungi al carrelloHardcover. Condizione: new. Hardcover. This bookcomprehensively and systematically introduces the theory of generative adversarialnetworks and its applications in image and voice processing. This book consistsof 12 chapters, of which the first four chapters present basic knowledge,including the principle of GAN, optimization objectives, training methods andevaluation indicators. The last eight chapters introduce the applications ofGAN in various vertical fields, covering image generation, video generation,image translation, face image editing, image quality improvement, general imageediting, anti-attack, voice signal processing and other fields. Through readingthis book, readers will thoroughly understand the principles of GAN, variousGAN model designs, and learn to apply GAN for most vision and voice tasks.This book is suitable for the juniorresearchers, students or industrial practitioners in related areas. The last eight chapters introduce the applications ofGAN in various vertical fields, covering image generation, video generation,image translation, face image editing, image quality improvement, general imageediting, anti-attack, voice signal processing and other fields. This item is printed on demand. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.