We present a novel and practical deep fully convolutional neural network architecture for semantic pixel-wise segmentation termed SegNet. This core trainable segmentation engine consists of an encoder ...

A variety of retinal pathologies use fundus images to do non-invasive diagnosis through the analysis of retinal vasculatures. An Encoder-decoder architecture based on fully convolutional neural ...

Zhu RC, Wang JF, Qiu TS, Yang DK, Feng B et al. Direct field-to-pattern monolithic design of holographic metasurface via residual encoder-decoder convolutional neural network.

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