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