Photo restoration system construction method and photo restoration method and system

• Main Authors: ZHANG YAOXUE, WEN JINGXI, JIANG PEI, HE SHIWEN, YU HUFEI
• Format: Patent
• Language: Chinese; English
• Published: 17.03.2020
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL; PHYSICS

The invention discloses a photo restoration system construction method, a photo restoration method and system, the photo restoration system construction method comprises the following steps: S1, constructing and training a first adversarial neural network, and converting a first old damage photo into a pseudo old damage photo through the first adversarial neural network; S2, constructing a secondadversarial neural network, and training the second adversarial neural network by taking the pseudo-old damage picture generated by the first adversarial neural network and a preset clear picture as training samples; and taking the second adversarial neural network as a photo restoration system. The method has the advantages that the old and damaged photo can be quickly and efficiently restored, and the restoration effect is good. 本发明公开了一种照片修复系统构建方法、照片修复方法及系统，照片修复系统构建方法包括：S1.构建并训练第一对抗神经网络，并通过所述第一对抗神经网络，将第一旧损照片转换生成为伪旧损照片；S2.构建第二对抗神经网络，并分别以所述第一对抗神经网络生成的所述伪旧损照片和预设的清晰照片为训练样本，训练所述第二对抗神经网络；并以所述第二对抗神经网络为照片修复系统。本发明具有可快速、高效实现旧