Physics in medicine and biologyTomographyOptical CoherenceNeural NetworksComputerImage Processing
Super-resolution reconstruction of OCT images based on frequency and spatial information in adversarial neural networks.
Wei Xia, Tingting Han, Kuiyuan Tao, Wei Wang, Jing Gao, Xiaoming Ding, Yongzhen Fan, Wenxuan Li, Jixing Han, Jihao Lang, Wenxia Zhang
Published: 202510.1088/1361-6560/ae1c17
Abstract
Objective.Optical coherence tomography (OCT) has a wide range of applications in the diagnosis and treatment of diseases such as heart and ophthalmic diseases. However, the inherent limitations of imaging hardware, low spatial sampling rates, and noi…
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