Concepedia

Noise Filtering

Noise Filtering is a data preprocessing technique that distinguishes itself by identifying and removing random, non-systematic variations in datasets that obscure true underlying patterns, thereby enhancing the accuracy of outlier detection and analysis.

594

Publications

35.4K

Citations

2K

Authors

757

Institutions

Publications per year

2017–2026

187

Parents

Publications

594

Digital Image Enhancement and Noise Filtering by Use of Local Statistics

Jong‐Sen Lee · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1980 · 2.7K citations

, , +16

Retinal vessel segmentation using the 2-D Gabor wavelet and supervised classification

João V. B. Soares, J. J. G. Leandro, Roberto M. César et al. · IEEE Transactions on Medical Imaging · 2006 · 1.5K citations · Full text

, , +17

A standard curve based method for relative real time PCR data processing

Alexey A. Larionov, Andreas Krause, William R. Miller · BMC Bioinformatics · 2005 · 972 citations · Full text

, , +12

Progressive switching median filter for the removal of impulse noise from highly corrupted images

Zhou Wang, David Zhang · IEEE Transactions on Circuits and Systems II Analog and Digital Signal Processing · 1999 · 956 citations · Full text

, , +14

Identifying Mislabeled Training Data

1999 · 738 citations

, , +14

1–5 of 594

Authors

2K

  1. JL
    Julián Luengo

    Universidad de Granada, Spain

    9 publications · 351 citations

    9

    h-index

  2. FH
    Francisco Herrera

    Universidad de Granada, Spain

    8 publications · 334 citations

    8

    h-index

  3. FR
    F. Russo

    University of Trieste, Italy

    7 publications · 277 citations

    7

    h-index

  4. TM
    Taghi M. Khoshgoftaar

    Florida Atlantic University, United States

    6 publications · 266 citations

    6

    h-index

  5. JA
    José A. Sáez

    Universidad de Granada, Spain

    5 publications · 269 citations

    5

    h-index

1–5 of 2K

Institutions

757

  1. Universidad de Granada

    Granada, Spain

    10 h-index

    26 publications

    750 citations

  2. Chinese Academy of Sciences

    Beijing, China

    8 h-index

    26 publications

    2.3K citations

  3. Tsinghua University

    Beijing, China

    8 h-index

    25 publications

    3K citations

  4. University of Trieste

    Trieste, Italy

    7 h-index

    7 publications

    277 citations

  5. Stanford University

    Stanford, United States

    7 h-index

    10 publications

    818 citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    7 h-index

    19 publications

    1.3K citations

  7. King Abdulaziz University

    Jeddah, Saudi Arabia

    7 h-index

    8 publications

    248 citations

  8. Florida Atlantic University

    Boca Raton, United States

    7 h-index

    15 publications

    650 citations

1–8 of 757

Venues

  1. 11

    h-index

  2. IEEE Transactions on Image Processing

    11 publications · 2.4K citations

    11

    h-index

  3. Remote Sensing

    9 publications · 1K citations

    9

    h-index

  4. IEEE Journal of Solid-State Circuits

    8 publications · 328 citations

    8

    h-index

  5. IEEE Access

    7 publications · 382 citations

    7

    h-index

1–5