Concepedia

Multiresolution Feature Extraction

Multiresolution Feature Extraction is a time series feature extraction method that decomposes a signal into multiple temporal or frequency resolutions using hierarchical representations—such as wavelet transforms or filter banks—to capture both coarse-grained trends and fine-grained local patterns distinctive from single-resolution approaches.

120

Publications

5K

Citations

367

Authors

187

Institutions

Publications per year

2017–2026

31

Parents

Publications

120

Multiresolution feature extraction and selection for texture segmentation

Michaël Unser, M. Eden · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1989 · 316 citations

, , +16

Multiresolution S-Transform-Based Fuzzy Recognition System for Power Quality Events

M.V. Chilukuri, P.K. Dash · IEEE Transactions on Power Delivery · 2004 · 264 citations

, , +17

YOLO-Drone: An Optimized YOLOv8 Network for Tiny UAV Object Detection

Xianxu Zhai, Huang Zhi-hua, Tao Li et al. · Electronics · 2023 · 174 citations · Full text

, , +14

Wavelet descriptors for multiresolution recognition of handprinted characters

P. Wunsch, Andrew F. Laine · Pattern Recognition · 1995 · 148 citations

, , +15

Multi-scale proper orthogonal decomposition of complex fluid flows

Journal of Fluid Mechanics · 2019 · 145 citations · Full text

, , +15

1–5 of 120

Authors

367

  1. MS
    M.M.A. Salama

    University of Waterloo, Canada

    4 publications · 283 citations

    4

    h-index

  2. AC
    A.Y. Chikhani

    Royal Military College of Canada, Canada

    4 publications · 283 citations

    4

    h-index

  3. AG
    A.M. Gaouda

    University of Waterloo, Canada

    3 publications · 244 citations

    3

    h-index

  4. MU
    Michaël Unser

    École Polytechnique Fédérale de Lausanne, Switzerland

    2 publications · 359 citations

    2

    h-index

  5. MR
    Mohammed Rziza

    Mohammed V University, Morocco

    2 publications · 28 citations

    2

    h-index

1–5 of 367

Institutions

187

  1. University of Waterloo

    Waterloo, Canada

    4 h-index

    15 publications

    1K citations

  2. Royal Military College of Canada

    Kingston, Canada

    4 h-index

    11 publications

    751 citations

  3. Concordia University

    Montreal, Canada

    3 h-index

    8 publications

    320 citations

  4. Stanford University

    Stanford, United States

    2 h-index

    3 publications

    97 citations

  5. Kaohsiung Veterans General Hospital

    Kaohsiung, Taiwan

    2 h-index

    3 publications

    130 citations

  6. Shandong University

    Jinan, China

    2 h-index

    4 publications

    138 citations

  7. Harbin Institute of Technology

    Harbin, China

    2 h-index

    6 publications

    290 citations

  8. National Tsing Hua University

    Hsinchu, Taiwan

    2 h-index

    5 publications

    247 citations

1–8 of 187

Venues

  1. 6

    h-index

  2. 6

    h-index

  3. Pattern Recognition

    3 publications · 242 citations

    3

    h-index

  4. IEEE Transactions on Image Processing

    3 publications · 235 citations

    3

    h-index

  5. IEEE Power Engineering Review

    2 publications · 143 citations

    2

    h-index

1–5