Eero P. Simoncelli
According to our database^{1},
Eero P. Simoncelli
authored at least 91 papers
between 1991 and 2017.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2009, "For contributions to statistical models of visual images".
Timeline
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Book In proceedings Article PhD thesis OtherLinks
Homepage:

at orcid.org
On csauthors.net:
Bibliography
2017
EigenDistortions of Hierarchical Representations.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Endtoend Optimized Image Compression.
Proceedings of the 5th International Conference on Learning Representations, 2017
2016
Neural Quadratic Discriminant Analysis: Nonlinear Decoding with V1Like Computation.
Neural Computation, 2016
Geodesics of learned representations.
Proceedings of the 4th International Conference on Learning Representations, 2016
Density Modeling of Images using a Generalized Normalization Transformation.
Proceedings of the 4th International Conference on Learning Representations, 2016
Endtoend optimization of nonlinear transform codes for perceptual quality.
Proceedings of the 2016 Picture Coding Symposium, 2016
Perceptual image quality assessment using a normalized Laplacian pyramid.
Proceedings of the Human Vision and Electronic Imaging, 2016
2015
The local lowdimensionality of natural images.
Proceedings of the 3rd International Conference on Learning Representations, 2015
Geometrical and statistical properties of vision models obtained via maximum differentiation.
Proceedings of the Human Vision and Electronic Imaging XX, 2015
2014
Efficient Sensory Encoding and Bayesian Inference with Heterogeneous Neural Populations.
Neural Computation, 2014
Learning sparse filter bank transforms with convolutional ICA.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2012
Modeling the impact of common noise inputs on the network activity of retinal ganglion cells.
Journal of Computational Neuroscience, 2012
Efficient and direct estimation of a neural subunit model for sensory coding.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 36, 2012
Hierarchical spike coding of sound.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 36, 2012
2011
Recovery of Sparse TranslationInvariant Signals With Continuous Basis Pursuit.
IEEE Trans. Signal Processing, 2011
Least Squares Estimation Without Priors or Supervision.
Neural Computation, 2011
Efficient coding of natural images with a population of noisy LinearNonlinear neurons.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 1214 December 2011, 2011
A blind sparse deconvolution method for neural spike identification.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 1214 December 2011, 2011
Sparse decomposition of transformationinvariant signals with continuous basis pursuit.
Proceedings of the IEEE International Conference on Acoustics, 2011
2010
Implicit encoding of prior probabilities in optimal neural populations.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 69 December 2010, 2010
Perceptual quality assessment of color images using adaptive signal representation.
Proceedings of the Human Vision and Electronic Imaging XV, 2010
2009
Modeling Multiscale Subbands of Photographic Images with Fields of Gaussian Scale Mixtures.
IEEE Trans. Pattern Anal. Mach. Intell., 2009
Is the Homunculus "Aware" of Sensory Adaptation?
Neural Computation, 2009
Nonlinear Extraction of Independent Components of Natural Images Using Radial Gaussianization.
Neural Computation, 2009
Sound texture synthesis via filter statistics.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009
Hierarchical Modeling of Local Image Features through $L_p$Nested Symmetric Distributions.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 710 December 2009, 2009
Quantifying color image distortions based on adaptive spatiochromatic signal decompositions.
Proceedings of the International Conference on Image Processing, 2009
2008
Optimal Denoising in Redundant Representations.
IEEE Trans. Image Processing, 2008
Image Modeling and Denoising With OrientationAdapted Gaussian Scale Mixtures.
IEEE Trans. Image Processing, 2008
Reducing statistical dependencies in natural signals using radial Gaussianization.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Image denoising using mixtures of Gaussian scale mixtures.
Proceedings of the International Conference on Image Processing, 2008
Contextually adaptive signal representation using conditional principal component analysis.
Proceedings of the IEEE International Conference on Acoustics, 2008
Nonlinear image representation using divisive normalization.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
2007
A Bayesian Model of Conditioned Perception.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Statistically Driven Sparse Image Approximation.
Proceedings of the International Conference on Image Processing, 2007
Optimal Denoising in Redundant Bases.
Proceedings of the International Conference on Image Processing, 2007
A Machine Learning Framework for Adaptive Combination of Signal Denoising Methods.
Proceedings of the International Conference on Image Processing, 2007
Statistically and perceptually motivated nonlinear image representation.
Proceedings of the Human Vision and Electronic Imaging XII, San Jose, CA, USA, January 29, 2007
2006
Qualityaware images.
IEEE Trans. Image Processing, 2006
Nonlinear image representation for efficient perceptual coding.
IEEE Trans. Image Processing, 2006
Learning to be Bayesian without Supervision.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Statistical Modeling of Images with Fields of Gaussian Scale Mixtures.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Image Denoising with an OrientationAdaptive Gaussian Scale Mixture Model.
Proceedings of the International Conference on Image Processing, 2006
2005
Comparing integrateandfire models estimated using intracellular and extracellular data.
Neurocomputing, 2005
Sensory Adaptation within a Bayesian Framework for Perception.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
An adaptive linear system framework for image distortion analysis.
Proceedings of the 2005 International Conference on Image Processing, 2005
Locally adaptive multiscale contrast optimization.
Proceedings of the 2005 International Conference on Image Processing, 2005
Translation Insensitive Image Similarity in Complex Wavelet Domain.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Reducedreference image quality assessment using a waveletdomain natural image statistic model.
Proceedings of the Human Vision and Electronic Imaging X, 2005
2004
Image quality assessment: from error visibility to structural similarity.
IEEE Trans. Image Processing, 2004
Differentiation of discrete multidimensional signals.
IEEE Trans. Image Processing, 2004
Maximum Likelihood Estimation of a Stochastic IntegrateandFire Neural Encoding Model.
Neural Computation, 2004
Spiketriggered characterization of excitatory and suppressive stimulus dimensions in monkey V1.
Neurocomputing, 2004
Machine Learning Applied to Perception: Decision Images for Gender Classification.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Constraining a Bayesian Model of Human Visual Speed Perception.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Stimulus synthesis for efficient evaluation and refinement of perceptual image quality metrics.
Proceedings of the Human Vision and Electronic Imaging IX, 2004
2003
Image denoising using scale mixtures of Gaussians in the wavelet domain.
IEEE Trans. Image Processing, 2003
On Advances in Statistical Modeling of Natural Images.
Journal of Mathematical Imaging and Vision, 2003
Biases in white noise analysis due to nonPoisson spike generation.
Neurocomputing, 2003
Directly Invertible Nonlinear Divisive Normalization Pyramid for Image Representation.
Proceedings of the Visual Content Processing and Representation, 2003
Local Phase Coherence and the Perception of Blur.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
Maximum Likelihood Estimation of a Stochastic IntegrateandFire Neural Model.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
Image restoration using Gaussian scale mixtures in the wavelet domain.
Proceedings of the 2003 International Conference on Image Processing, 2003
2001
Modeling temporal response characteristics of V1 neurons with a dynamic normalization model.
Neurocomputing, 2001
Characterizing Neural Gain Control using Spiketriggered Covariance.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
Adaptive Wiener denoising using a Gaussian scale mixture model in the wavelet domain.
Proceedings of the 2001 International Conference on Image Processing, 2001
2000
A Parametric Texture Model Based on Joint Statistics of Complex Wavelet Coefficients.
International Journal of Computer Vision, 2000
Natural Sound Statistics and Divisive Normalization in the Auditory System.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
Random Cascades of Gaussian Scale Mixtures and Their Use in Modeling Natural Images With Application to Denoising.
Proceedings of the 2000 International Conference on Image Processing, 2000
Image Denoising via Adjustment of Wavelet Coefficient Magnitude Correlation.
Proceedings of the 2000 International Conference on Image Processing, 2000
Color Channels Decorrelation by ICA Transformation in the Wavelet Domain for Color Texture Analysis and Synthesis.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000
1999
Image compression via joint statistical characterization in the wavelet domain.
IEEE Trans. Image Processing, 1999
Scale Mixtures of Gaussians and the Statistics of Natural Images.
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
1998
Modeling Surround Suppression in V1 Neurons with a Statistically Derived Normalization Model.
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
Texture Characterization via Joint Statistics of Wavelet Coefficient Magnitudes.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
1997
Embedded Wavelet Image Compression Based On A Joint Probability Model.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
Progressive wavelet image coding based on a conditional probability model.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
DiscreteTime RigidityConstrained Optical Flow.
Proceedings of the Computer Analysis of Images and Patterns, 7th International Conference, 1997
Optimally RotationEquivariant Directional Derivative Kernels.
Proceedings of the Computer Analysis of Images and Patterns, 7th International Conference, 1997
1996
Steerable wedge filters for local orientation analysis.
IEEE Trans. Image Processing, 1996
Noise removal via Bayesian wavelet coring.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
A rotation invariant pattern signature.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
A filter design technique for steerable pyramid image transforms.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
Direct Differential Range Estimation Using Optical Masks.
Proceedings of the Computer Vision, 1996
1995
Rendering Spaces for Architectural Environments.
Presence, 1995
The steerable pyramid: a flexible architecture for multiscale derivative computation.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
Steerable Wedge Filters.
ICCV, 1995
1994
Design of MultiDimensional Derivative Filters.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
1993
Distributed representation and analysis of visual motion.
PhD thesis, 1993
1992
Shiftable multiscale transforms.
IEEE Trans. Information Theory, 1992
1991
Probability distributions of optical flow.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991