Aline Roumy



Low-Complexity Single-Image Super-Resolution based on Nonnegative Neighbor Embedding
M. Bevilacqua, A. Roumy, C. Guillemot and ML. Alberi. BMVC 2012. (PDF) (Abstract-PDF)

Deep learning based image compression

Learning transform: Stochastic Winner-Take-All Auto-Encoders
T. Dumas, A. Roumy, C. Guillemot. ICASSP 2017.

Learning intra prediction: Context-adaptive neural network based prediction for image compression
T. Dumas, A. Roumy, C. Guillemot. IEEE Transactions on Image Processing, to appear 2019.