Publications in VIVO

Co-author Network

Meyer, François Georges

Professor

Positions

Professor, Applied Mathematics

Research Areas

Research

research overview

My research area is in the realm of computational methods for data analytics. I use spectral graph theory, computational harmonic analysis, applied probability, and machine learning to design algorithms for extracting information from complex datasets.

keywords

Graph theory, statistical network analysis, machine learning

Publications

selected publications

book
chapter
- Computation of the Laplacian Spectral Barycentre Network in a Soules Basis. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 157-171. 2025
- Change Point Detection in a Dynamic Stochastic Blockmodel. Studies in Computational Intelligence. 211-222. 2020
- Complex Networks and Their Applications VIII. Studies in Computational Intelligence. 2020
- Compression Transforms: Hierarchical, Including Wavelets. 300-316. 2015
- Multi-layered image representation: application to image compression. 281-304. 2013
- Signal Data Mining from Wearable Systems. 123-146. 2011
- Locality and low-dimensions in the prediction of natural experience from fMRI. 1001-1008. 2008
- Image Processing Fundamentals 2004
- Brushlets : steerable wavelet packets. 61-105. 2003
- Hierarchical compression transforms including wavelets. 279-295. 2003
- Brushlets : Steerable Wavelet Packets. Studies in Computational Mathematics. 61-82. 2003
- Compression Transforms—Hierarchical Including Wavelets. 279-294. 2003
- Estimation of Baseline Drifts in fMRI. 232-238. 2001
- Multi-Layered Image Representation. 281-304. 2001
- Multi-layered image representation: Application to image compression. 292-296. 1998
- Biorthogonal brushlet bases for directional image compression. Lecture Notes in Control and Information Sciences. 285-294. 1996
- Tracking myocardial deformation using spatially-constrained velocities. 177-188. 1995
- Estimation of time-to-collision maps from first order motion models and normal flows 1993
- Region-based tracking in an image sequence. 476-484. 1992
conference proceeding
- Computation of the Sample Frechet Mean for Sets of Large Graphs with Applications to Regression. 379-387. 2022
- On the Number of Edges of the Frechet Mean and Median Graphs. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 26-40. 2022
- The Frechet Mean of Inhomogeneous Random Graphs. Studies in Computational Intelligence. 207-219. 2021
- Decoding Epileptogenesis in a Reduced State Space. 152-157. 2016
- Decoding Epileptogenesis in a Reduced State Space. 152-157. 2016
- OVERCOMING NOISE, AVOIDING CURVATURE: OPTIMAL SCALE SELECTION FOR TANGENT PLANE RECOVERY. 892-895. 2012
- Machine Learning for Seismic Signal Processing: Phase Classification on a Manifold. 382-388. 2011
- A joint acquisition-reconstruction paradigm for correcting inhomogeneity artifacts in MR echo planar imaging. 3744-3750. 2011
- SSA 2009 Annual Meeting Announcement Seismological Society of America. Seismological Research Letters. 576-577. 2008
- Locality and low-dimensions in the prediction of natural experience from fMRI. 1001-1008. 2008
- Learning and predicting brain dynamics from fMRI: a spectral approach. Proceedings of SPIE. 2007
- Nonlinear classification of EEG data for seizure detection. Proceedings / IEEE International Symposium on Biomedical Imaging: from nano to macro. IEEE International Symposium on Biomedical Imaging. 956-+. 2006
- Nonlinear Dimension Reduction and Activation Detection for fMRI Dataset. 90-90. 2006
- Selection of best clustering features in a wavelet packet library. B239-B242. 2004
- Selection of best clustering features in a wavelet packet library. A239-A242. 2004
- Shapiro-Wilk index : Discriminatory index. 1144-1149. 2004
- Multiscale analysis of FMRI data with mixture of Gaussian densities. 1175-1178. 2004
- Clustering of spatiotemporal signals: Application to the analysis of FMRI data. 486-489. 2003
- Features selection for clustering of fMRI data. Proceedings of SPIE. 426-434. 2003
- A new basis selection paradigm for wavelet packet image coding. 816-819. 2001
- Image compression with adaptive local cosines: A comparative study. 467-470. 2001
- Estimation of a semi parametric model of fMRI data. Proceedings of SPIE. 214-223. 2001
- Low bit-rate efficient compression for seismic data. Proceedings of SPIE. 271-281. 2001
- Clustering time series in the frequency domain with application to functional magnetic resonance imaging. Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing / sponsored by the Institute of Electrical and Electronics Engineers Signal Processing Society. ICASSP (Conference). 4052-4052. 2001
- Wavelet based estimation of a semi parametric generalized linear model of fMRI time-series. Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing / sponsored by the Institute of Electrical and Electronics Engineers Signal Processing Society. ICASSP (Conference). 3681-3684. 2001
- Estimation of Baseline Drifts in fMRI. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 232-238. 2001
- Decomposition of fMRI data into multiple components. Proceedings of SPIE. 638-649. 2000
- On zerotree quantization for embedded wavelet packet image coding. 283-287 vol.2. 1999
- Fast compression of seismic data with local trigonometric bases. Proceedings of SPIE. 648-658. 1999
- Multi-layered image compression. Proceedings of SPIE. 128-139. 1998
- Fast wavelet packet image compression. Data Compression Conference Proceedings. 563-563. 1998
- Compensation of wavelet coefficients for very low bit rate video coding. 638-641. 1997
- Adaptive directional image compression with oriented wavelets. 601-604. 1996
- Dense nonrigid motion tracking from a sequence of velocity fields. Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 839-844. 1996
- Directional image compression with brushlets. 189-192. 1996
- A recursive filter for phase velocity assisted shape-based tracking of cardiac non-rigid motion. 653-658. 1995
- Tracking myocardial deformation using spatially-constrained velocities. 177-188. 1995
- TRACKING COMPLEX PRIMITIVES IN AN IMAGE SEQUENCE. International Conference on Pattern Recognition. 426-431. 1994
- EXPLOITING THE TEMPORAL COHERENCE OF MOTION FOR LINKING PARTIAL SPATIOTEMPORAL TRAJECTORIES. 746-747. 1993
- ESTIMATION OF TIME-TO-COLLISION MAPS FROM 1ST-ORDER MOTION MODELS AND NORMAL FLOWS. 78-82. 1992
- REGION-BASED TRACKING IN AN IMAGE SEQUENCE. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 476-484. 1992
journal article
- The spectral barycentre of a set of graphs with community structure. Applied and Computational Harmonic Analysis. 2026
- When does the mean network capture the topology of a sample of networks?. Frontiers in Physics. 2024
- Theoretical analysis and computation of the sample Frechet mean of sets of large graphs for various metrics. Information and Inference. 2023
- Metrics for graph comparison: A practitioner's guide. PLoS ONE. 2020
- Identifying brain network topology changes in task processes and psychiatric disorders. Network Neuroscience. 257-273. 2020
- Identifying Brain Network Topology Changes in Task Processes and Psychiatric Disorders 2019
- Ensemble-based estimates of eigenvector error for empirical covariance matrices. Information and Inference. 289-312. 2019
- Metrics for Graph Comparison: A Practitioner’s Guide 2019
- Ensemble-based estimates of eigenvector error for empirical covariance matrices. 1-24. 2018
- The resistance perturbation distance: A metric for the analysis of dynamic networks. Discrete Applied Mathematics. 347-386. 2018
- A latent low-dimensional common input drives a pool of motor neurons: a probabilistic latent state-space model. Journal of Neurophysiology. 2238-2250. 2017
- A flexible multiscale approach to overlapping community detection. Social Network Analysis and Mining. 2015
- Age-related changes in slow wave activity rise time and NREM sleep EEG with and without zolpidem in healthy young and older adults. Sleep Medicine. 1037-1045. 2014
- Inverting nonlinear dimensionality reduction with scale-free radial basis function interpolation. Applied and Computational Harmonic Analysis. 162-170. 2014
- Non-asymptotic analysis of tangent space perturbation. Information and Inference. 134-187. 2014
- Perturbation of the eigenvectors of the graph Laplacian: Application to image denoising. Applied and Computational Harmonic Analysis. 326-334. 2014
- Inverting nonlinear dimensionality reduction with scale-free radial basis function interpolation. 162-170. 2013
- A Random Walk on Image Patches. SIAM Journal on Imaging Sciences. 688-725. 2012
- ANALYSIS OF THE SLEEP EEG WITH THE NOVEL SIGNAL ANALYSIS TECHNIQUE EMPIRICAL MODE DECOMPOSITION AS COMPARED TO SPECTRAL ANALYSIS. Sleep. A131-A131. 2012
- CHANGES IN EEG FREQUENCY BANDS ACROSS THE SLEEP TRANSITION COMPARING OLDER AND YOUNG ADULTS AS MEASURED BY THE NOVEL SIGNAL ANALYSIS TECHNIQUE EMPIRICAL MODE DECOMPOSITION. Sleep. A23-A23. 2012
- Evolutionary ecology of movement by predators and prey. Theoretical Ecology. 255-267. 2011
- Estimation of arrival times from seismic waves: a manifold-based approach. Geophysical Journal International. 435-452. 2011
- A joint acquisition-reconstruction paradigm for correcting inhomogeneity artifacts in MR echo planar imaging. Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference. 3744-3750. 2011
- NOISE CORRUPTION OF EMPIRICAL MODE DECOMPOSITION AND ITS EFFECT ON INSTANTANEOUS FREQUENCY. Advances in Adaptive Data Analysis. 373-396. 2010
- SSA 2009 Annual Meeting Announcement Seismological Society of America. Seismological Research Letters. 264-389. 2009
- Detection and Segmentation of Concealed Objects in Terahertz Images. IEEE Transactions on Image Processing. 2465-2475. 2008
- IT IS NOT A WAVELET ANALYSIS. Journal of applied physiology. 1677-1677. 2008
- MOTOR UNIT RECRUITMENT THRESHOLD. Journal of applied physiology. 1676-1676. 2008
- Low-dimensional embedding of fMRI datasets. NeuroImage. 886-902. 2008
- Classification of fMRI time series in a low-dimensional subspace with a spatial prior. IEEE Transactions on Medical Imaging. 87-98. 2008
- ENO MULTIRESOLUTION SCHEMES WITH GENERAL DISCRETIZATIONS. SIAM Journal on Numerical Analysis. 2953-2977. 2008
- Discharge rate during low-force isometric contractions influences motor unit coherence below 15 Hz but not motor unit synchronization. Experimental Brain Research. 285-295. 2007
- Sensitivity of the cross-correlaton between simulated surface EMGs for two muscles to detect motor unit synchronization. Journal of applied physiology. 1193-1201. 2007
- Diminished task-related adjustments of common inputs to hand muscle motor neurons in older adults. Experimental Brain Research. 507-518. 2006
- Frequency modulation of motor unit discharge has task-dependent effects on fluctuations in motor output. Journal of Neurophysiology. 2878-2887. 2005
- Coherence at 16-32 Hz can be caused by short-term synchrony of motor units. Journal of Neurophysiology. 105-118. 2005
- Spatiotemporal clustering of fMRI time series in the spectral domain. Medical Image Analysis. 51-68. 2005
- Analysis of event-related fMRI data using diffusion maps. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 652-663. 2005
- Motor-unit coherence and its relation with synchrony are influenced by training. Journal of Neurophysiology. 3320-3331. 2004
- Adaptive wavelet packet basis selection for zerotree image coding. IEEE Transactions on Image Processing. 1460-1472. 2003
- Analysis of event-related fMRI data using best clustering bases. IEEE Transactions on Medical Imaging. 933-939. 2003
- Wavelet-based estimation of a semiparametric generalized linear model of fMRI time-series. IEEE Transactions on Medical Imaging. 315-322. 2003
- Analysis of event-related fMRI data using best clustering bases. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 623-634. 2003
- Multilayered image representation: Application to image compression. IEEE Transactions on Image Processing. 1072-1080. 2002
- Image compression with adaptive local cosines: A comparative study. IEEE Transactions on Image Processing. 616-629. 2002
- Comparison of detrending methods for optimal fMRI preprocessing. NeuroImage. 902-907. 2002
- Low bit-rate efficient compression for seismic data. IEEE Transactions on Image Processing. 1801-1814. 2001
- Fast adaptive wavelet packet image compression. IEEE Transactions on Image Processing. 792-800. 2000
- Speed versus quality in low bit-rate still image compression. Signal Processing: Image Communication. 231-254. 1999
- Brushlets: A tool for directional image analysis and image compression. Applied and Computational Harmonic Analysis. 147-187. 1997
- The world according to wavelets: The story of a mathematical technique in the making - Hubbard,BB. Nature. 130-130. 1997
- Tracking myocardial deformation using phase contrast MR velocity fields: A stochastic approach. IEEE Transactions on Medical Imaging. 453-465. 1996
- TIME-TO-COLLISION FROM FIRST-ORDER MODELS OF THE MOTION FIELD. IEEE Transactions on Automation Science and Engineering. 792-798. 1994
- REGION-BASED TRACKING USING AFFINE MOTION MODELS IN LONG IMAGE SEQUENCES. CVGIP. Image understanding. 119-140. 1994
- Region-Based Tracking Using Affine Motion Models in Long Image Sequences. CVGIP. Image understanding. 119-140. 1994
- REGION-BASED TRACKING IN AN IMAGE SEQUENCE. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 476-484. 1992

Background

education and training

Ph.D., INRIA (France) 1993
M.S., Grenoble Institute of Technology (France) 1987

International Activities

geographic focus

Europe Continent
France Country
Germany Country

Other Profiles

ORCID iD

http://orcid.org/0000-0002-1529-3796

Google Scholar

https://scholar.google.com/citations?hl=en&user=Zcvn1IoAAAAJ&view_op=list_works&sortby=pubdate

ResearchGate

https://www.researchgate.net/profile/Francois_Meyer

Academia.edu

https://colorado.academia.edu/FrancoisMeyer

Github

https://github.com/francoismeyer