This is the first work that uses recurrent denoising autoencoders to perform light transport reconstruction and produces “noise-free and temporally coherent animation sequences with global ...

For example, a denoising convolutional autoencoder has been successfully deployed to reconstruct high-resolution ECG signals from low-resolution inputs, thereby addressing limitations in sampling ...

Denoising-autoencoder-facilitated MEMS computational spectrometer with enhanced resolution on a silicon photonic chip Journal: Nature Communications Published: 2024-11-26 DOI: 10.1038/s41467-024 ...

It includes 4 steps and corresponds to 4 key technologies, namely, acquisition of AS signals, denoising of AS signals, feature extraction of AS signals, and decision-making algorithm. view more ...