Prof. Gitta Kutyniok Profile

Prof. Gitta Kutyniok

Einstein Professor at Technische Univ Berlin

SPIE Involvement:

Conference Program Committee | Author

Publications (20)

PROCEEDINGS ARTICLE | August 24, 2017

Reconstruction of finite-valued sparse signals

Proc. SPIE. 10394, Wavelets and Sparsity XVII

KEYWORDS: Compressed sensing

PROCEEDINGS ARTICLE | August 24, 2017

Memory-optimal neural network approximation

Proc. SPIE. 10394, Wavelets and Sparsity XVII

KEYWORDS: Signal processing, Neural networks

PROCEEDINGS ARTICLE | August 24, 2015

Perturbations of fusion frames and the effect on their canonical dual

Proc. SPIE. 9597, Wavelets and Sparsity XVI

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

PROCEEDINGS ARTICLE | September 26, 2013

Signal recovery from thresholded frame measurements

Proc. SPIE. 8858, Wavelets and Sparsity XV

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

PROCEEDINGS ARTICLE | September 26, 2013

Preconditioning of frames

Proc. SPIE. 8858, Wavelets and Sparsity XV

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

PROCEEDINGS ARTICLE | September 26, 2013

Alpha molecules: curvelets, shearlets, ridgelets, and beyond

Proc. SPIE. 8858, Wavelets and Sparsity XV

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

PROCEEDINGS ARTICLE | September 26, 2013

Image inpainting: theoretical analysis and comparison of algorithms

Proc. SPIE. 8858, Wavelets and Sparsity XV

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

PROCEEDINGS ARTICLE | September 27, 2011

Analysis of data separation and recovery problems using clustered sparsity

Proc. SPIE. 8138, Wavelets and Sparsity XIV

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

PROCEEDINGS ARTICLE | September 27, 2011

Coarse quantization with the fast digital shearlet transform

Proc. SPIE. 8138, Wavelets and Sparsity XIV

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

PROCEEDINGS ARTICLE | September 4, 2009

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

Proc. SPIE. 7446, Wavelets XIII

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

PROCEEDINGS ARTICLE | September 4, 2009

Constructing fusion frames with desired parameters

Proc. SPIE. 7446, Wavelets XIII

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

PROCEEDINGS ARTICLE | September 4, 2009

Erasure-proof transmissions: fusion frames meet coding theory

Proc. SPIE. 7446, Wavelets XIII

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

PROCEEDINGS ARTICLE | September 4, 2009

Compressed sensing for fusion frames

Proc. SPIE. 7446, Wavelets XIII

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

PROCEEDINGS ARTICLE | September 3, 2009

A low complexity replacement scheme for erased frame coefficients

Proc. SPIE. 7446, Wavelets XIII

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

PROCEEDINGS ARTICLE | September 20, 2007

Modeling sensor networks with fusion frames

Proc. SPIE. 6701, Wavelets XII

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

PROCEEDINGS ARTICLE | September 17, 2005

Sparse multidimensional representation using shearlets

Proc. SPIE. 5914, Wavelets XI

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

PROCEEDINGS ARTICLE | September 17, 2005

Accumulative density

Proc. SPIE. 5914, Wavelets XI

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

PROCEEDINGS ARTICLE | September 17, 2005

Duality principles, localization of frames, and Gabor theory

Proc. SPIE. 5914, Wavelets XI

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

PROCEEDINGS ARTICLE | September 17, 2005

Decompositions of frames and a new frame identity

Proc. SPIE. 5914, Wavelets XI

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

PROCEEDINGS ARTICLE | November 13, 2003

Computation of the density of weighted wavelet systems

Proc. SPIE. 5207, Wavelets: Applications in Signal and Image Processing X

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

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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