Dr. Robert D. Nowak Profile

Dr. Robert D. Nowak

at Univ of Wisconsin-Madison

SPIE Involvement:

Author

SPIE Journal Paper | 9 January 2014 Open Access

Computational segmentation of collagen fibers from second-harmonic generation images of breast cancer

Jeremy Bredfeldt, Yuming Liu, Carolyn Pehlke, Matthew Conklin, Joseph Szulczewski, David Inman, Patricia Keely, Robert Nowak, Thomas Mackie, Kevin Eliceiri

JBO, Vol. 19, Issue 01, 016007, (January 2014) https://doi.org/10.1117/12.10.1117/1.JBO.19.1.016007

KEYWORDS: Optical fibers, Collagen, Image segmentation, Second-harmonic generation, Image filtering, Tissues, Breast cancer, Detection and tracking algorithms, Computed tomography, Optical filters

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Proceedings Article | 4 May 2006 Paper

Active learning versus compressive sampling

Rui Castro, Jarvis Haupt, Robert Nowak

Proceedings Volume 6232, 623208 (2006) https://doi.org/10.1117/12.669725

KEYWORDS: Signal to noise ratio, Signal detection, Error analysis, Sensors, Interference (communication), Reconstruction algorithms, Binary data, Compressed sensing, Signal processing, Sensor networks

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Proceedings Article | 2 February 2006 Paper

Compressed sensing in noisy imaging environments

Jarvis Haupt, Rui Castro, Robert Nowak

Proceedings Volume 6065, 606507 (2006) https://doi.org/10.1117/12.659232

KEYWORDS: Compressed sensing, Signal to noise ratio, Wavelets, Image compression, Environmental sensing, Error analysis, Image processing, Electronic imaging, Magnetic resonance imaging, Interference (communication)

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Proceedings Article | 21 September 2005 Paper

Minimax optimal level set estimation

Rebecca Willett, Robert Nowak

Proceedings Volume 5914, 59141C (2005) https://doi.org/10.1117/12.617905

KEYWORDS: Error analysis, Wavelets, Denoising, Binary data, Wavelet transforms, Floods, Medical imaging, Pattern recognition, Edge detection, Distance measurement

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Proceedings Article | 13 November 2003 Paper

Multiscale likelihood analysis and image reconstruction

Rebecca Willett, Robert Nowak

Proceedings Volume 5207, (2003) https://doi.org/10.1117/12.508524

KEYWORDS: Wavelets, Statistical analysis, Error analysis, Image analysis, Denoising, Signal processing, Image restoration, Image denoising, Nuclear medicine, Confocal microscopy

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Proceedings Article | 25 July 2002 Paper

Using wavelets to learn pattern templates

Clayton Scott, Robert Nowak

Proceedings Volume 4726, (2002) https://doi.org/10.1117/12.477035

KEYWORDS: Wavelets, Image registration, Data modeling, Light sources and illumination, Image classification, Wavelet transforms, Statistical analysis, Image processing, Denoising, Statistical modeling

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Proceedings Article | 22 October 2001 Paper

Coding theoretic approach to segmentation and robust CFAR-detection for ladar images

Unoma Ndili, Richard Baraniuk, Hyeokho Choi, Robert Nowak, Mario Figueiredo

Proceedings Volume 4379, (2001) https://doi.org/10.1117/12.445354

KEYWORDS: Image segmentation, LIDAR, Data modeling, Sensors, Detection and tracking algorithms, Target detection, Image processing algorithms and systems, Algorithm development, Statistical analysis, Image filtering

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Proceedings Article | 27 August 2001 Paper

Coding-theoretic approach to SAR image segmentation

Unoma Ndili, Robert Nowak, Richard Baraniuk, Hyeokho Choi, Mario Figueiredo

Proceedings Volume 4382, (2001) https://doi.org/10.1117/12.438200

KEYWORDS: Image segmentation, Synthetic aperture radar, Data modeling, Image processing algorithms and systems, Statistical analysis, Statistical modeling, Algorithm development, Image compression, Image analysis, Computer programming

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Proceedings Article | 4 December 2000 Paper

Reconstruction in emission tomography via a Bayesian multiscale statistical framework

Eric Kolaczyk, Robert Nowak

Proceedings Volume 4119, (2000) https://doi.org/10.1117/12.408647

KEYWORDS: Expectation maximization algorithms, Reconstruction algorithms, Statistical analysis, Tomography, Wavelets, Inverse problems, Data modeling, Photons, Multiscale representation, Algorithm development

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Proceedings Article | 4 December 2000 Paper

Hierarchical wavelet-based image model for pattern analysis and synthesis

Clayton Scott, Robert Nowak

Proceedings Volume 4119, (2000) https://doi.org/10.1117/12.408602

KEYWORDS: Wavelets, Data modeling, Statistical analysis, Denoising, Statistical modeling, Image classification, Image processing, Image compression, Chromium, Statistical signal processing

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Proceedings Article | 24 August 2000 Paper

Unsupervised SAR image segmentation using recursive partitioning

Vidya Venkatachalam, Robert Nowak, Richard Baraniuk, Mario Figueiredo

Proceedings Volume 4053, (2000) https://doi.org/10.1117/12.396323

KEYWORDS: Image segmentation, Synthetic aperture radar, Data modeling, Image processing, Image processing algorithms and systems, Receivers, Computer programming, Roads, Detection and tracking algorithms, Wavelets

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Showing 5 of 11 publications

Conference Committee Involvement (2)

Wavelets XI

31 July 2005 | San Diego, California, United States

Wavelets X

4 August 2003 | San Diego, California, United States

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