Faculty

Institution

Unit

Venue

Naoki Saito

Professor

University of California, Davis

Affiliations

College of Engineering

Electrical and Computer Engineering

College of Letters and Science

Mathematics

Statistics

Electrical and Computer Engineering

Information Systems

Naoki Saito is currently serving as a College Of Engineering Professor at University of California, Davis.

Honors

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Experiences

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Education

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Naoki Saito

University of California, Davis

Professor

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applied mathematics applied physics machine learning pattern recognition computer science signal processing harmonic analysis computer vision data science graph theory optical engineering wavelet theory digital signal processing photonics graph analysis statistical signal processing earth mover machine vision spectral theory shape analysis data classification classification method sparse representations image approximation multiresolution representations autocorrelation functions computational imaging pattern analysis geophysical signal processing waveform analysis graph processing wave theory metric graph theory shape modeling image classification image compression data compression data analysis computational harmonic analysis graph laplacian eigenvectors statistical independence spike process orthonormal bases geophysical research information technology speech processing combinatorial theory scientific computing multimedia information processing intelligent computing computational intelligence machine learning research software analysis transaction processing feature detection object detection motion detection data representation optical communications optical information processing model compression network theory graph signal processing image denoising audio electroacoustics acoustic signal processing audio signal processing local discriminant bases local feature extraction signal compression simultaneous noise suppression minimum-description-length criterion discriminant feature extraction electrical engineering digital image processing data objects fourier analysis

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Multiscale Hodge Scattering Networks for Data Analysis. (2024)

Naoki SaitoStefan C. SchonsheckEugene Shvarts

multiscale modelingmachine learning researchdata sciencemultiscale hodgedata analysis

On a Nonlocal Integral Operator Commuting With the Laplacian and the Sturm–Liouville Problem: Low Rank Perturbations of the Operator. Journal of Mathematical Physics (2024)

Lotfi HermiNaoki Saito

operator theorynonlocal integral operatormathematical physicsspectral theoryapplied mathematicslow rank perturbationsdynamical analysissturm-liouville problem

Monogenic Wavelet Scattering Network for Texture Image Classification. JSIAM Letters (2023)

Wai Ho ChakNaoki Saito

materials sciencetexture image classificationcomputer visionpattern recognitionobject recognitionmachine learning

Multiscale Transforms for Signals on Simplicial Complexes. Sampling Theory Signal Processing and Data Analysis (2023)

Naoki SaitoStefan C. SchonsheckEugene Shvarts

simplicial complexesdata sciencesignal processingsampling theorymultiscale transforms

EGHWT: The Extended Generalized Haar–Walsh Transform. Journal of Mathematical Imaging and Vision (2022)

Naoki SaitoYiqun Shao

mathematicsapplied mathematics

The Scattering Transform Network With Generalized Morse Wavelets and Its Application to Music Genre Classification. arXiv (Cornell University) (2022)

Wai Ho ChakNaoki SaitoDavid Weber

wavelet theorymusic genre classificationcomputer visiondigital signal processingscattering transform networkpattern recognitionapplied mathematicsmachine learninggeneralized morse wavelets

Waveletsext.Jl: Extending the Boundaries of Wavelets in Julia. The Journal of Open Source Software (2022)

Zeng LiewShozen DanNaoki Saito

open-source softwareinformaticssoftware analysiswavelet theoryopen-source software developmentopen accesswaveletsjournalism

Natural Graph Wavelet Packet Dictionaries. Journal of Fourier Analysis and Applications (2021)

Alexander CloningerHaotian LiNaoki Saito

wavelet theorywaveform analysisgraph theorygraph analysispattern recognitionnetwork scienceapplied mathematicsgraphologyfourier analysis

Metrics of Graph Laplacian Eigenvectors. (2019)

Haotian LiNaoki Saito

metric graph theorygraph theorygraph laplacian eigenvectorsgraph analysisdata science

The Extended Generalized Haar-Walsh Transform and Applications. (2019)

Yiqun ShaoNaoki Saito

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Naoki Saito

Professor

University of California, Davis

Affiliations

College of Engineering

Electrical and Computer Engineering

College of Letters and Science

Mathematics

Statistics

Electrical and Computer Engineering

Information Systems

Naoki Saito is currently serving as a College Of Engineering Professor at University of California, Davis.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Naoki Saito

University of California, Davis

Professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Multiscale Hodge Scattering Networks for Data Analysis. (2024)

Naoki SaitoStefan C. SchonsheckEugene Shvarts

multiscale modelingmachine learning researchdata sciencemultiscale hodgedata analysis

On a Nonlocal Integral Operator Commuting With the Laplacian and the Sturm–Liouville Problem: Low Rank Perturbations of the Operator. Journal of Mathematical Physics (2024)

Lotfi HermiNaoki Saito

operator theorynonlocal integral operatormathematical physicsspectral theoryapplied mathematicslow rank perturbationsdynamical analysissturm-liouville problem

Monogenic Wavelet Scattering Network for Texture Image Classification. JSIAM Letters (2023)

Wai Ho ChakNaoki Saito

materials sciencetexture image classificationcomputer visionpattern recognitionobject recognitionmachine learning

Multiscale Transforms for Signals on Simplicial Complexes. Sampling Theory Signal Processing and Data Analysis (2023)

Naoki SaitoStefan C. SchonsheckEugene Shvarts

simplicial complexesdata sciencesignal processingsampling theorymultiscale transforms

EGHWT: The Extended Generalized Haar–Walsh Transform. Journal of Mathematical Imaging and Vision (2022)

Naoki SaitoYiqun Shao

mathematicsapplied mathematics

The Scattering Transform Network With Generalized Morse Wavelets and Its Application to Music Genre Classification. arXiv (Cornell University) (2022)

Wai Ho ChakNaoki SaitoDavid Weber

wavelet theorymusic genre classificationcomputer visiondigital signal processingscattering transform networkpattern recognitionapplied mathematicsmachine learninggeneralized morse wavelets

Waveletsext.Jl: Extending the Boundaries of Wavelets in Julia. The Journal of Open Source Software (2022)

Zeng LiewShozen DanNaoki Saito

open-source softwareinformaticssoftware analysiswavelet theoryopen-source software developmentopen accesswaveletsjournalism

Natural Graph Wavelet Packet Dictionaries. Journal of Fourier Analysis and Applications (2021)

Alexander CloningerHaotian LiNaoki Saito

wavelet theorywaveform analysisgraph theorygraph analysispattern recognitionnetwork scienceapplied mathematicsgraphologyfourier analysis

Metrics of Graph Laplacian Eigenvectors. (2019)

Haotian LiNaoki Saito

metric graph theorygraph theorygraph laplacian eigenvectorsgraph analysisdata science

The Extended Generalized Haar-Walsh Transform and Applications. (2019)

Yiqun ShaoNaoki Saito

1
2
3
4
5
8
10 / page

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