Generative Adversarial Network - 9789819694037

Generative Adversarial NetworkPrinciple and Practice\nAuthor(s): Peng Long, Xiaozhou Guo\nFormat: Hardback\nPublisher: Springer Nature Switzerland AG, Switzerland\nImprint: Springer Nature Switzerland AG\nISBN-13: 9789819694037, 978-9819694037\nSynopsis\nThis book\n\ncomprehensively and systematically introduces the theory of generative adversarial\n\nnetworks and its applications in image and voice processing. This book consists\n\nof 12 chapters, of which the first four chapters present basic knowledge,\n\nincluding the principle of GAN, optimization objectives, training methods and\n\nevaluation indicators. The last eight chapters introduce the applications of\n\nGAN in various vertical fields, covering image generation, video generation,\n\nimage translation, face image editing, image quality improvement, general image\n\nediting, anti-attack, voice signal processing and other fields. Through reading\n\nthis book, readers will thoroughly understand the principles of GAN, various\.