Prof. Felix J. Herrmann Profile

Prof. Felix J. Herrmann

Professor at Georgia Tech Research Institute

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Publications (5)

Proceedings Article | 3 April 2023 Poster + Paper

Adjoint operators enable fast and amortized machine learning based Bayesian uncertainty quantification

Rafael Orozco, Ali Siahkoohi, Gabrio Rizzuti, Tristan van Leeuwen, Felix Herrmann

Proceedings Volume 12464, 124641L (2023) https://doi.org/10.1117/12.2651691

KEYWORDS: Machine learning, Computed tomography, Error analysis, Photoacoustic imaging, Inverse problems, Data modeling, Medical imaging, Image restoration, Uncertainty analysis

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Proceedings Article | 27 September 2011 Paper

A modified, sparsity-promoting, Gauss-Newton algorithm for seismic waveform inversion

Felix Herrmann, Xiang Li, Aleksandr Aravkin, Tristan van Leeuwen

Proceedings Volume 8138, 81380V (2011) https://doi.org/10.1117/12.893861

KEYWORDS: Data modeling, Stochastic processes, Compressed sensing, Optimization (mathematics), Algorithms, Performance modeling, Receivers, Algorithm development, Scattering, Image compression

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Proceedings Article | 13 November 2003 Paper

Multifractional splines: application to seismic imaging

Felix Herrmann

Proceedings Volume 5207, (2003) https://doi.org/10.1117/12.505275

KEYWORDS: Data modeling, Reflectors, Wavelets, Signal to noise ratio, Associative arrays, Scattering, Chemical species, Denoising, Receivers, Reflectivity

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Proceedings Article | 11 September 2003 Paper

Automatic detection of position and depth of potential UXO using continuous wavelet transforms

Stephen Billings, Felix Herrmann

Proceedings Volume 5089, (2003) https://doi.org/10.1117/12.487288

KEYWORDS: Wavelets, Detection and tracking algorithms, Magnetism, Algorithm development, Wavelet transforms, Data modeling, Data acquisition, Continuous wavelet transforms, Magnetic sensors, Sensors

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Proceedings Article | 1 October 1998 Paper

Multiscale analysis of well and seismic data

Felix Herrmann

Proceedings Volume 3453, (1998) https://doi.org/10.1117/12.323290

KEYWORDS: Wavelets, Reflection, Wave propagation, Fractal analysis, Data modeling, Acoustics, Continuous wavelet transforms, Stochastic processes, Reflectivity, Wavelet transforms

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