Concepedia

Fourier Features

Fourier Features is a mathematical transformation technique in time series feature extraction that projects temporal data into a frequency domain representation through sinusoidal basis functions, distinguishing itself by capturing periodic patterns via coefficients derived from discrete Fourier transforms.

209

Publications

15.3K

Citations

655

Authors

274

Institutions

Publications per year

2017–2026

94

Parents

Publications

209

Elliptic Fourier features of a closed contour

Frank P. Kuhl, Charles R. Giardina · Computer Graphics and Image Processing · 1982 · 1.8K citations

, , +8

A Comparative Study of Texture Measures for Terrain Classification

Joan S. Weszka, Charles R. Dyer, Azriel Rosenfeld · IEEE Transactions on Systems Man and Cybernetics · 1976 · 1.5K citations

, , +17

Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

Matthew Tancik, Pratul P. Srinivasan, Ben Mildenhall et al. · arXiv (Cornell University) · 2020 · 1.2K citations · Full text

, , +16

On the eigenvector bias of Fourier feature networks: From regression to solving multi-scale PDEs with physics-informed neural networks

Sifan Wang, Hanwen Wang, Paris Perdikaris · Computer Methods in Applied Mechanics and Engineering · 2021 · 624 citations · Full text

, , +15

Robust and secure image hashing

A. Swaminathan, Yinian Mao, Min Wu · IEEE Transactions on Information Forensics and Security · 2006 · 545 citations

, , +15

1–5 of 209

Authors

655

  1. RM
    Rangeet Mitra

    Indian Institute of Technology Indore, India

    4 publications · 100 citations

    4

    h-index

  2. SW
    Shiyuan Wang

    Southwest University, China

    4 publications · 113 citations

    4

    h-index

  3. VC
    Vinay Chakravarthi Gogineni

    Norwegian University of Science and Technology, Norway

    3 publications · 65 citations

    3

    h-index

  4. HA
    Haim Avron

    Tel Aviv University, Israel

    3 publications · 193 citations

    3

    h-index

  5. JA
    Johan A. K. Suykens

    KU Leuven, Belgium

    3 publications · 80 citations

    3

    h-index

1–5 of 655

Institutions

274

  1. Concordia University

    Montreal, Canada

    9 h-index

    22 publications

    691 citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    7 h-index

    20 publications

    1.5K citations

  3. Google (United States)

    Mountain View, United States

    5 h-index

    11 publications

    724 citations

  4. Southwest University

    Chongqing, China

    4 h-index

    15 publications

    432 citations

  5. University of Southern California

    Los Angeles, United States

    4 h-index

    9 publications

    452 citations

  6. KU Leuven

    Leuven, Belgium

    4 h-index

    8 publications

    280 citations

  7. Universidade Federal do Rio de Janeiro

    Rio de Janeiro, Brazil

    4 h-index

    14 publications

    298 citations

  8. Tel Aviv University

    Tel Aviv, Israel

    4 h-index

    4 publications

    457 citations

1–8 of 274

Venues

  1. arXiv (Cornell University)

    Repository · 25 publications · 2K citations

    17

    h-index

  2. Pattern Recognition

    6 publications · 456 citations

    6

    h-index

  3. IEEE Transactions on Image Processing

    4 publications · 517 citations

    4

    h-index

  4. Sensors

    4 publications · 138 citations

    4

    h-index

  5. Applied Optics

    4 publications · 139 citations

    4

    h-index

1–5