Deep Learning-Based Super-Resolution Reconstruction and Segmentation of Photoacoustic Images
Yufei Jiang,
Ruonan He,
Yi Chen
et al.
Abstract:Photoacoustic imaging (PAI) is an emerging imaging technique that offers real-time, non-invasive, and radiation-free measurements of optical tissue properties. However, image quality degradation due to factors such as non-ideal signal detection hampers its clinical applicability. To address this challenge, this paper proposes an algorithm for super-resolution reconstruction and segmentation based on deep learning. The proposed enhanced deep super-resolution minimalistic network (EDSR-M) not only mitigates the … Show more
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