Publications
Export 78 results:
Author Title Type [ Year
] Filters: Author is Marcelo Bertalmío [Clear All Filters]
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2019. A connection between image processing and artificial neural networks layers through a geometric model of visual perception. Scale Space and Variational Methods in Computer Vision (SSVM2019). 
geometricModelPerception.pdf (13.46 MB)
geometricModelPerception.pdf (13.46 MB).
2019. Convolutional Neural Networks Deceived by Visual Illusions. *Accepted* in Computer Vision and Pattern Recognition (CVPR). CNNillusions.pdf (4.05 MB)
CNNillusions.pdf (4.05 MB).
2019. A cortical-inspired model for orientation-dependent contrast perception: a link with Wilson-Cowan equations. Scale Space and Variational Methods in Computer Vision (SSVM2019). ContrastPerception.pdf (669.04 KB)
ContrastPerception.pdf (669.04 KB).
2019. In Praise of Artifice Reloaded: Caution With Natural Image Databases in Modeling Vision. *Accepted* in Frontiers in Neuroscience. NatImagesDatabases.pdf (4.25 MB)
NatImagesDatabases.pdf (4.25 MB).
2019. Issues with common assumptions about the camera pipeline, and their impact in HDR imaging from multiple exposures. *Accepted* in Siam Journal on Imaging Sciences . HDRimaging.pdf (16.68 MB)
HDRimaging.pdf (16.68 MB).
2019. A re-evaluation of Whittle (1986, 1992) reveals the link between detection thresholds, discrimination thresholds and brightness perception. *Accepted* in Journal of Vision. evaluationWhittle.pdf (4.05 MB)
evaluationWhittle.pdf (4.05 MB).
2019. Statistics of natural images as a function of dynamic range. *Accepted* in Journal of Vision. StatisticsNaturalImages.pdf (2.76 MB)
StatisticsNaturalImages.pdf (2.76 MB).
2019. Vision models for wide color gamut imaging in cinema. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI). wideGamut.pdf (34.11 MB)
wideGamut.pdf (34.11 MB).
2018. Color matching images with unknown non-linear encodings. *Submitted*. ColorMatching.pdf (23.15 MB)
ColorMatching.pdf (23.15 MB).
2018. On the Duality Between Retinex and Image Dehazing. *Accepted* in Computer Vision and Pattern Recognition (CVPR). ImageDehazing.pdf (4.3 MB)
ImageDehazing.pdf (4.3 MB).
2018. A Geometric Model of Brightness Perception and its Application to Color Images Correction. *Accepted* in Journal of Mathematical Imaging and Vision. Manuscript.pdf (2.42 MB)
Manuscript.pdf (2.42 MB).
2018. Performance evaluation of objective quality metrics on HLG-based HDR image coding. Global Conference on Signal and Information Processing (GlobalSIP). HLGQualityMetrics.pdf (1.83 MB)
HLGQualityMetrics.pdf (1.83 MB).
2018. Photorealistic style transfer for cinema shoots. Proceedings of Colour and Visual Computing Symposium (CVCS). PhotorealisticStyleTransfer.pdf (6.52 MB)
PhotorealisticStyleTransfer.pdf (6.52 MB).
2018. Spatial gamut mapping among non-inclusive gamuts. *Accepted* in Journal of Visual Communication and Image Representation. spatialGM.pdf (31.88 MB)
spatialGM.pdf (31.88 MB).
2017. Automatic, Fast and Perceptually Accurate Gamut Mapping Based on Vision Science Models. SMPTE Annual Technical Conference & Exhibition. GMA_KernelConvolution.pdf (1.15 MB)
GMA_KernelConvolution.pdf (1.15 MB).
2017. Color-matching Shots from Different Cameras Having Unknown Gamma or Logarithmic Encoding Curves. SMPTE Annual Technical Conference & Exhibition. SMPTE2017_GilRaquel.pdf (1.24 MB)
SMPTE2017_GilRaquel.pdf (1.24 MB).
2017. Derivatives and Inverse of Cascaded Linear+Nonlinear Neural Models. PLOS ONE. paper.pdf (7.86 MB)
paper.pdf (7.86 MB).
2017. Explaining 'Crispening' as a Gain Control Mechanism.. Vision Sciences Society Annual Meeting. VSS_supporting_page.pdf (901.01 KB)
VSS_supporting_page.pdf (901.01 KB).
2017. Gamut Extension for Cinema. IEEE Transactions on Image Processing.
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2017. Gamut Mapping for Visual Attention Retargeting. Color and Imaging Conference (CIC25). GM_VisualAttention_CIC2017.pdf (992.14 KB)
GM_VisualAttention_CIC2017.pdf (992.14 KB).
2017. Gamut Reduction Through Local Saturation Reduction. Color and Imaging Conference (CIC25). GamutReduction_KBR.pdf (1.71 MB)
GamutReduction_KBR.pdf (1.71 MB).
2017. Improved High Dynamic Range Video Coding with a Nonlinearity based on Natural Image Statistics. *Accepted* in 3rd International Conference on Signal Processing (ICOSP 2017) . ICOSP2017_HDR video encoding.pdf (3.17 MB)
ICOSP2017_HDR video encoding.pdf (3.17 MB).
2017. Natural Images Statistics as Function of Dynamic Range. Vision Sciences Society Annual Meeting. Abstract.pdf (6.42 MB)
Abstract.pdf (6.42 MB).
2017. Retinal Lateral Inhibition Provides the Biological Basis of Long-Range Spatial Induction. PLOS ONE.
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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)
poster_ECVP.pdf (2.95 MB)