Prof. Gitta Kutyniok Profile

Prof. Gitta Kutyniok

Einstein Professor at Technische Univ Berlin

SPIE Involvement:

Author

Publications (20)

Proceedings Article | 24 August 2017 Presentation + Paper

Memory-optimal neural network approximation

Helmut Bölcskei, Philipp Grohs, Gitta Kutyniok, Philipp Petersen

Proceedings Volume 10394, 103940Q (2017) https://doi.org/10.1117/12.2272490

KEYWORDS: Neural networks, Signal processing

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Proceedings Article | 24 August 2017 Paper

Reconstruction of finite-valued sparse signals

Sandra Keiper, Gitta Kutyniok, Dae Gwan Lee, Götz Pfander

Proceedings Volume 10394, 1039415 (2017) https://doi.org/10.1117/12.2273893

KEYWORDS: Compressed sensing

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Proceedings Article | 24 August 2015 Paper

Perturbations of fusion frames and the effect on their canonical dual

Gitta Kutyniok, Victoria Paternostro, Friedrich Philipp

Proceedings Volume 9597, 95970S (2015) https://doi.org/10.1117/12.2187063

KEYWORDS: Data fusion, Data processing, Photovoltaics, Sensors, Wavelets, Current controlled current source, Argon

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Proceedings Article | 26 September 2013 Paper

Signal recovery from thresholded frame measurements

Holger Boche, Mijail Guillemard, Gitta Kutyniok, Friedrich Philipp

Proceedings Volume 8858, 88580D (2013) https://doi.org/10.1117/12.2022793

KEYWORDS: Signal processing, Radon, Electroluminescent displays, Quantization, Reconstruction algorithms, Phase retrieval, Fermium, Frequency modulation, Applied sciences, Wireless communications

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Proceedings Article | 26 September 2013 Paper

Preconditioning of frames

Gitta Kutyniok, Kasso Okoudjou, Friedrich Philipp

Proceedings Volume 8858, 88580G (2013) https://doi.org/10.1117/12.2022667

KEYWORDS: Radon, Mathematics, Matrices, Condition numbers, Vector spaces, Signal processing, Linear algebra, Wavelets, Current controlled current source

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Proceedings Article | 26 September 2013 Paper

Alpha molecules: curvelets, shearlets, ridgelets, and beyond

Philipp Grohs, Sandra Keiper, Gitta Kutyniok, Martin Schäfer

Proceedings Volume 8858, 885804 (2013) https://doi.org/10.1117/12.2022665

KEYWORDS: Molecules, Wavelets, Anisotropy, Mathematics, Time-frequency analysis, Matrices, Fourier transforms, Data modeling, Applied mathematics, Systems modeling

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Proceedings Article | 26 September 2013 Paper

Image inpainting: theoretical analysis and comparison of algorithms

Emily King, Gitta Kutyniok, Wang-Q Lim

Proceedings Volume 8858, 885802 (2013) https://doi.org/10.1117/12.2025401

KEYWORDS: Wavelets, Signal to noise ratio, Image analysis, Molecules, Algorithms, Image processing, Associative arrays, Sensors, RGB color model, Mathematics

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Proceedings Article | 27 September 2011 Paper

Analysis of data separation and recovery problems using clustered sparsity

Emily King, Gitta Kutyniok, Xiaosheng Zhuang

Proceedings Volume 8138, 813818 (2011) https://doi.org/10.1117/12.892723

KEYWORDS: Data analysis, Wavelets, Chemical elements, Sensors, Associative arrays, Phase modulation, Algorithms, Astronomy, Photography, Video

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Proceedings Article | 27 September 2011 Paper

Coarse quantization with the fast digital shearlet transform

Bernhard Bodmann, Gitta Kutyniok, Xiaosheng Zhuang

Proceedings Volume 8138, 81380Z (2011) https://doi.org/10.1117/12.892720

KEYWORDS: Quantization, Fourier transforms, Matrices, Computer programming, Wavelets, Reconstruction algorithms, Fractional fourier transform, Mathematics, Image analysis, Image processing

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Proceedings Article | 4 September 2009 Paper

Constructing fusion frames with desired parameters

Robert Calderbank, Peter Casazza, Andreas Heinecke, Gitta Kutyniok, Ali Pezeshki

Proceedings Volume 7446, 744612 (2009) https://doi.org/10.1117/12.825782

KEYWORDS: Algorithm development, Signal processing, Data processing, Detection theory, Evolutionary algorithms, Mathematics, Alternate lighting of surfaces, Molybdenum, Data fusion, Image processing

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Proceedings Article | 4 September 2009 Paper

Development of a digital shearlet transform based on Pseudo-Polar FFT

Gitta Kutyniok, Morteza Shahram, David Donoho

Proceedings Volume 7446, 74460B (2009) https://doi.org/10.1117/12.825656

KEYWORDS: Fourier transforms, Image processing, Digital image processing, Wavelets, Monte Carlo methods, Image compression, Mathematics, MATLAB, Precision measurement, Transform theory

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Proceedings Article | 4 September 2009 Paper

Erasure-proof transmissions: fusion frames meet coding theory

Bernhard Bodmann, Gitta Kutyniok

Proceedings Volume 7446, 74460P (2009) https://doi.org/10.1117/12.826282

KEYWORDS: Analog electronics, Coding theory, Binary data, Error analysis, Mathematics, Detection theory, Computer programming, Reconstruction algorithms, Optical spheres, Space operations

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Proceedings Article | 4 September 2009 Paper

Compressed sensing for fusion frames

Petros Boufounos, Gitta Kutyniok, Holger Rauhut

Proceedings Volume 7446, 744614 (2009) https://doi.org/10.1117/12.826327

KEYWORDS: Compressed sensing, Mathematical modeling, Matrices, Radon, Statistical modeling, Mathematics, Convex optimization, Signal processing, Artificial intelligence, Fusion energy

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Proceedings Article | 3 September 2009 Paper

A low complexity replacement scheme for erased frame coefficients

Bernhard Bodmann, Peter Casazza, Gitta Kutyniok, Steven Senger

Proceedings Volume 7446, 74460O (2009) https://doi.org/10.1117/12.825300

KEYWORDS: Reconstruction algorithms, Error analysis, Quantization, Signal processing, Fused deposition modeling, Molybdenum, Mathematics, Wavelets, Current controlled current source, Artificial intelligence

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Proceedings Article | 20 September 2007 Paper

Modeling sensor networks with fusion frames

Peter Casazza, Gitta Kutyniok, Shidong Li, Christopher Rozell

Proceedings Volume 6701, 67011M (2007) https://doi.org/10.1117/12.730719

KEYWORDS: Sensor networks, Sensors, Signal processing, Sensor fusion, Data communications, Environmental sensing, Space operations, Mathematical modeling, Detection theory, Mathematics

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Proceedings Article | 17 September 2005 Paper

Decompositions of frames and a new frame identity

Radu Balan, Peter Casazza, Dan Edidin, Gitta Kutyniok

Proceedings Volume 5914, 591417 (2005) https://doi.org/10.1117/12.615311

KEYWORDS: Reconstruction algorithms, Mathematics, Chemical elements, Analytical research, Speech recognition, Molybdenum, Tellurium, Roads, Wavelets, Space operations

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Proceedings Article | 17 September 2005 Paper

Sparse multidimensional representation using shearlets

Demetrio Labate, Wang-Q. Lim, Gitta Kutyniok, Guido Weiss

Proceedings Volume 5914, 59140U (2005) https://doi.org/10.1117/12.613494

KEYWORDS: Wavelets, Matrices, Image processing, Composites, Mathematics, Control systems, Calcium, Reconstruction algorithms, Americium, Signal processing

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Proceedings Article | 17 September 2005 Paper

Duality principles, localization of frames, and Gabor theory

Peter Casazza, Gitta Kutyniok, Mark Lammers

Proceedings Volume 5914, 591418 (2005) https://doi.org/10.1117/12.615440

KEYWORDS: Seaborgium, Wavelets, Mathematics, Molybdenum, Time-frequency analysis, Information theory, Information technology, Lead, Switching

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Proceedings Article | 17 September 2005 Paper

Accumulative density

Gerard Ascensi, Gitta Kutyniok

Proceedings Volume 5914, 59140O (2005) https://doi.org/10.1117/12.615418

KEYWORDS: Wavelets, Signal processing, Time-frequency analysis, Sun, Shape analysis, Mathematics

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Proceedings Article | 13 November 2003 Paper

Computation of the density of weighted wavelet systems

Gitta Kutyniok

Proceedings Volume 5207, (2003) https://doi.org/10.1117/12.503676

KEYWORDS: Wavelets, Rhodium, Computing systems, Sun, Signal processing, Image processing, Mathematics, Data compression, Information theory, Telecommunications

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Showing 5 of 20 publications

Conference Committee Involvement (5)

Wavelets and Sparsity XVII

6 August 2017 | San Diego, California, United States

Wavelets and Sparsity XVI

10 August 2015 | San Diego, California, United States

Wavelets and Sparsity XV

26 August 2013 | San Diego, California, United States

Wavelets and Sparsity XIV

21 August 2011 | San Diego, California, United States

Wavelets XIII

2 August 2009 | San Diego, California, United States

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