GAN Prior-Enhanced Novel View Synthesis From Monocular Degraded Images

• Published in: IEEE transactions on multimedia Vol. 27; pp. 5352 - 5362
• Main Authors: Guo, Kehua, Wu, Zheng, Wen, Xianhong, Guo, Shaojun, Xi, Zhipeng, Chen, Tianyu
• Format: Journal Article
• Language: English
• Published: IEEE 2025
• Subjects: Codes; Data mining; Degradation; degraded image; GAN inversion; Generative adversarial networks; Generators; Gray-scale; Image reconstruction; Image restoration; monocular image; Novel view synthesis; Three-dimensional displays; Training

With the escalating demand for three-dimensional visual applications such as gaming, virtual reality, and autonomous driving, novel view synthesis has become a critical area of research. Current methods mainly depend on multiple views of the same subject to achieve satisfactory results, but there is...