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IRGUN : Improved Residue Based Gradual Up-Scaling Network for Single Image Super Resolution
TLDR
We propose a novel Improved Residual based Gradual Up-Scaling Network (IRGUN) to improve the quality of the super-resolved image for large magnification factor. Expand
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2D-3D CNN Based Architectures for Spectral Reconstruction from RGB Images
TLDR
Hyperspectral imaging is a technique which captures numerous bands of electromagnetic wavelengths ranging from infrared spectrum to ultraviolet spectrum. Expand
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Homotopy optimisation based NMF for audio source separation
TLDR
We propose a novel framework for audio source separation based on a cascaded non-negative matrix factorisation (NMF) using homotopy optimisation with perturbation and ensemble (HOPE) and denoising autoencoder. Expand
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