Dr. Bruno A. Olshausen Profile

Dr. Bruno A. Olshausen

Assistant Professor at Univ of California Berkeley

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Author

Publications (10)

Proceedings Article | 14 March 2013 Paper

Highly overcomplete sparse coding

Bruno Olshausen

Proceedings Volume 8651, 86510S (2013) https://doi.org/10.1117/12.2013504

KEYWORDS: Associative arrays, Signal to noise ratio, Denoising, Image compression, Neurons, Neuroscience, Chemical elements, Electronic imaging, Visual process modeling, Bismuth

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Proceedings Article | 4 September 2009 Paper

Learning real and complex overcomplete representations from the statistics of natural images

Bruno Olshausen, Charles Cadieu, David Warland

Proceedings Volume 7446, 74460S (2009) https://doi.org/10.1117/12.825882

KEYWORDS: Associative arrays, Phase shifts, Motion models, Image processing, Computer programming, Transform theory, Image compression, Signal to noise ratio, Wavelets, Video coding

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Proceedings Article | 13 March 2009 Paper

Higher-order scene statistics of breast images

Craig Abbey, Jascha Sohl-Dickstein, Bruno Olshausen, Miguel Eckstein, John Boone

Proceedings Volume 7263, 726317 (2009) https://doi.org/10.1117/12.813797

KEYWORDS: Mammography, Image segmentation, Breast, Spatial frequencies, Image filtering, Computed tomography, Tissues, Visual system, Phase modulation, Statistical analysis

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Proceedings Article | 7 February 2007 Paper

Bilinear models of natural images

Bruno Olshausen, Charles Cadieu, Jack Culpepper, David Warland

Proceedings Volume 6492, 649206 (2007) https://doi.org/10.1117/12.715515

KEYWORDS: Visual process modeling, Motion models, Visualization, Machine vision, Computer vision technology, Feature extraction, Visual cortex, Neurons, Phase shifts, Statistical modeling

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Proceedings Article | 13 November 2003 Paper

Adapting overcomplete wavelet models to natural images

Phil Sallee, Bruno Olshausen

Proceedings Volume 5207, (2003) https://doi.org/10.1117/12.508351

KEYWORDS: Wavelets, Denoising, Signal to noise ratio, Image filtering, Spatial frequencies, Neuroscience, Statistical analysis, Databases, Image compression, Image processing

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Proceedings Article | 4 December 2000 Paper

Learning sparse wavelet codes for natural images

Bruno Olshausen, Phil Sallee, Michael Lewicki

Proceedings Volume 4119, (2000) https://doi.org/10.1117/12.408604

KEYWORDS: Wavelets, Signal to noise ratio, Image compression, Superposition, Mathematical modeling, Computer science, Image filtering, Gallium, Reconstruction algorithms, Neuroscience

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Proceedings Article | 4 December 2000 Paper

Learning sparse overcomplete image representations

Bruno Olshausen, K. Millman

Proceedings Volume 4119, (2000) https://doi.org/10.1117/12.408632

KEYWORDS: Image compression, Binary data, Data modeling, Wavelets, Signal to noise ratio, Psychology, Neuroscience, Signal processing, Image processing, Superposition

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Proceedings Article | 22 April 1996 Paper

Learning efficient linear codes for natural images: the roles of sparseness, overcompleteness, and statistical independence

Bruno Olshausen, David Field

Proceedings Volume 2657, (1996) https://doi.org/10.1117/12.238708

KEYWORDS: Superposition, Image compression, Spatial frequencies, Neurons, Information visualization, Visualization, Image processing, Radon, Neural networks, Feature extraction

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Proceedings Article | 22 April 1996 Paper

Wavelets, blur, and the sources of variability in the amplitude spectra of natural scenes

David Field, Bruno Olshausen, Nuala Brady

Proceedings Volume 2657, (1996) https://doi.org/10.1117/12.238706

KEYWORDS: Image filtering, Visualization, Wavelets, Visual system, Spatial frequencies, Visual cortex, Neurons, Control systems, Zoom lenses, Image processing

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Proceedings Article | 9 July 1991 Paper

Pattern recognition, attention, and information bottlenecks in the primate visual system

David Van Essen, Bruno Olshausen, Clifford Anderson, J. Gallant

Proceedings Volume 1473, (1991) https://doi.org/10.1117/12.45537

KEYWORDS: Visualization, Spatial frequencies, Optic nerve, Pattern recognition, Visual system, Visual information processing, Neurons, Retina, Visual process modeling, Eye

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Showing 5 of 10 publications

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