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cs.CV2016★ 1.3k cited
End-to-end Optimized Image Compression
Johannes Ballé, Valero Laparra, Eero P. Simoncelli
We describe an image compression method, consisting of a nonlinear analysis transformation, a uniform quantizer, and a nonlinear synthesis transformation. The transforms are constr…
cs.CV2016
Image Denoising with Kernels based on Natural Image Relations
Valero Laparra, Juan Gutiérrez, Gustavo Camps-Valls +1
A successful class of image denoising methods is based on Bayesian approaches working in wavelet representations. However, analytical estimates can be obtained only for particular…