Study on transfer learning-based cross-spectral speckle image reconstruction method
He Zhao,
Yanzhu Zhang,
Hao Wu
et al.
Abstract:In recent years, convolutional neural networks (CNNs) have been successfully applied to reconstruct images from speckle patterns generated as objects pass through scattering media. To achieve this objective, a large amount of data is collected for training the CNN. However, in certain cases, the characteristics of light passing through the scattering medium may vary. In such situations, it is necessary to collect a substantial amount of new data to re-train the CNN and achieve image reconstruction. To address … Show more
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