no code implementations • 15 May 2023 • Akshara Preethy Byju, Martin Hermann Paul Fuchs, Alisa Walda, Begüm Demir
The development of deep learning-based models for the compression of hyperspectral images (HSIs) has recently attracted great attention in remote sensing due to the sharp growing of hyperspectral data archives.
no code implementations • 20 Jun 2020 • Akshara Preethy Byju, Gencer Sumbul, Begüm Demir, Lorenzo Bruzzone
This is achieved by taking codestreams associated with the coarsest resolution wavelet sub-band as input to approximate finer resolution sub-bands using a number of transposed convolutional layers.