Publications

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Grimaldi A, Kane D, Bertalmío M.  2017.  Natural Images Statistics as Function of Dynamic Range. Vision Sciences Society Annual Meeting. Abstract.pdf (6.42 MB)
Grimaldi A, Kane D, Bertalmío M.  2018.  Statistics of natural images as a function of dynamic range. *Submitted* to Journal of Vision. Statistics of natural images.pdf (5.05 MB)
Grimaldi A, Kane D, Bertalmío M.  2017.  Scale invariance does not hold for high dynamic range images, but is reestablished by early retinal nonlinearities. The European Conference on Visual Perception (ECVP). poster_ECVP.pdf (2.95 MB)
Grimaldi A, Kane D, Bertalmío M.  2018.  Statistics of natural images as a function of dynamic range. *Accepted* in Journal of Vision. statisticsDR.pdf (5.69 MB)
Gomez-Villa A, Martín A, Vazquez-Corral J, Bertalmío M.  2018.  Our paper "Convolutional Neural Networks Deceived by Visual Illusionsis" available on arXiv. CNNillusions.pdf (4.05 MB)
Ghimpeteanu G, Kane D, Batard T, Levine S, Bertalmío M.  2016.  Local Denoising Based on Curvature Smoothing can Visually Outperform Non-local Methods on Photographs with Actual Noise. IEEE International Conference on Image Processing. DenoisingICIP2016.pdf (1.9 MB)
Ghimpeteanu G, Batard T, Bertalmío M, Levine S.  2014.  Denoising an Image by Denoising its Components in a Moving Frame. International Conference on Image and Signal Processing (ICISP). *Best Paper Award*. icisp00.pdf (6.88 MB)
Ghimpeteanu G, Batard T, Seybold T, Bertalmío M.  2016.  Local denoising applied to RAW images may outperform non-local patch-based methods applied to the camera output. IS&T Electronic Imaging Conference. DenoisingEI2016.pdf (2.09 MB)
Ghimpeteanu G, Batard T, Bertalmío M, Levine S.  2015.  A Decomposition Framework for Image Denoising Algorithms. IEEE Transactions on Image Processing. DenoisingTIP.pdf (10.26 MB)
Galdran A, Vazquez-Corral J, Pardo D, Bertalmío M.  2014.  A variational Framework for Single Image Dehazing. European Conference on Computer Vision Workshops . Galdranetaleccvw.pdf (9.65 MB)
Galdran A, Alvarez-Gila A, Bria A, Vazquez-Corral J, Bertalmío M.  2018.  On the Duality Between Retinex and Image Dehazing. *Accepted* in Computer Vision and Pattern Recognition (CVPR). ImageDehazing.pdf (4.3 MB)
Galdran A, Alvarez-Gila A, Bria A, Vazquez-Corral J, Bertalmío M.  2017.  On the Duality Between Retinex and Image Dehazing. *Submitted* to Computer Vision and Pattern Recognition (CVPR). Dehazing.pdf (4.3 MB)
Galdran A, Vazquez-Corral J, Pardo D, Bertalmío M.  2015.  Enhanced Variational Image Dehazing. SIAM Journal on Imaging Sciences (SIIMS). VariationalDehazing_EVID_final_LR.pdf (15.17 MB)