Concepedia

Time-frequency Image Analysis

Time-Frequency Image Analysis is a computational framework that transforms time-frequency representations of signals into image-like formats for the purpose of applying image-based analysis techniques to reveal non-stationary signal characteristics.

248

Publications

10.5K

Citations

867

Authors

336

Institutions

Publications per year

2017–2026

118

Parents

Publications

248

Measuring time-frequency information content using the Renyi entropies

Richard G. Baraniuk, Patrick Flandrin, A. J. E. M. Janssen et al. · IEEE Transactions on Information Theory · 2001 · 487 citations · Full text

, , +15

Deep Learning Enabled Fault Diagnosis Using Time-Frequency Image Analysis of Rolling Element Bearings

David Verstraete, Andrés Ferrada, Enrique López Droguett et al. · Shock and Vibration · 2017 · 413 citations · Full text

, , +16

An enhanced convolutional neural network for bearing fault diagnosis based on time–frequency image

Ying Zhang, Kangshuo Xing, Ruxue Bai et al. · Measurement · 2020 · 276 citations

, , +15

XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging

Huy Phan, Oliver Y. Chén, Minh C. Tran et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 267 citations · Full text

, , +15

Gabor Frames and Time-Frequency Analysis of Distributions

Hans G. Feichtinger, Karlheinz Gröchenig · Journal of Functional Analysis · 1997 · 251 citations

, , +11

1–5 of 248

Authors

867

  1. BB
    B. Boashash

    The University of Queensland, Australia

    6 publications · 273 citations

    6

    h-index

  2. RV
    Roneel V. Sharan

    Macquarie University, Australia

    3 publications · 65 citations

    3

    h-index

  3. VB
    Varun Bajaj

    Indian Institute of Information Technology Design and Manufacturing Jabalpur, India

    3 publications · 303 citations

    3

    h-index

  4. YP
    Yiming Pi

    University of Electronic Science and Technology of China, China

    2 publications · 26 citations

    2

    h-index

  5. GK
    Gajanan K. Birajdar

    Aditya Birla (India), India

    2 publications · 40 citations

    2

    h-index

1–5 of 867

Institutions

336

  1. University of Electronic Science and Technology of China

    Chengdu, China

    9 h-index

    27 publications

    663 citations

  2. The University of Queensland

    Brisbane, Australia

    5 h-index

    11 publications

    665 citations

  3. Chongqing University

    Chongqing, China

    5 h-index

    18 publications

    1.4K citations

  4. Shanghai Jiao Tong University

    Shanghai, China

    5 h-index

    10 publications

    246 citations

  5. Nanyang Technological University

    Singapore, Singapore

    5 h-index

    11 publications

    484 citations

  6. United States Naval Research Laboratory

    Washington, United States

    4 h-index

    5 publications

    118 citations

  7. National University of Defense Technology

    Changsha, China

    4 h-index

    14 publications

    241 citations

  8. The University of Texas at Austin

    Austin, United States

    4 h-index

    8 publications

    352 citations

1–8 of 336

Venues

  1. 7

    h-index

  2. 7

    h-index

  3. IEEE Access

    6 publications · 392 citations

    5

    h-index

  4. IEEE Sensors Journal

    4 publications · 126 citations

    4

    h-index

  5. Biomedical Signal Processing and Control

    3 publications · 283 citations

    3

    h-index

1–5