Concepedia

Feature Detection

Feature Detection is a computational process in which distinctive and salient patterns or structures are identified within visual, spectral, or sensor-derived data to enable higher-level analysis, distinguishing itself by focusing on the localization and characterization of informative elements relevant to interpretation in domains such as Computer Vision, Metabolomics, and Robot Vision.

22K

Publications

1.7M

Citations

57.2K

Authors

6.7K

Institutions

Publications per year

2017–2026

10.5K

Parents

Children

Publications

22K

Distinctive Image Features from Scale-Invariant Keypoints

David Lowe · International Journal of Computer Vision · 2004 · 55.3K citations

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Histograms of Oriented Gradients for Human Detection

Navneet Dalal, Bill Triggs · 2005 · 31.9K citations · Full text

, , +16

A Computational Approach to Edge Detection

John Canny · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1986 · 29.1K citations

, , +16

Feature Pyramid Networks for Object Detection

Tsung-Yi Lin, Piotr Dollár, Ross Girshick et al. · 2017 · 28.7K citations

, , +16

Pattern Recognition and Machine Learning

Journal of Electronic Imaging · 2007 · 22.1K citations

, , +14

1–5 of 22K

Authors

57.2K

  1. DZ
    David Zhang

    Hong Kong Polytechnic University, Hong Kong SAR China

    60 publications · 7.1K citations

    38

    h-index

  2. HL
    Huchuan Lu

    Dalian University of Technology, China

    48 publications · 7.7K citations

    32

    h-index

  3. AK
    Anil K. Jain

    Michigan State University, United States

    28 publications · 6.6K citations

    26

    h-index

  4. MC
    Ming‐Ming Cheng

    Nankai University, China

    25 publications · 15.2K citations

    23

    h-index

  5. LZ
    Lei Zhang

    Hong Kong Polytechnic University, Hong Kong SAR China

    30 publications · 3.4K citations

    23

    h-index

1–5 of 57.2K

Institutions

6.7K

  1. Chinese Academy of Sciences

    Beijing, China

    97 h-index

    1.5K publications

    105.7K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    67 h-index

    651 publications

    61.3K citations

  3. Tsinghua University

    Beijing, China

    64 h-index

    590 publications

    53.7K citations

  4. Nanyang Technological University

    Singapore, Singapore

    62 h-index

    406 publications

    28.9K citations

  5. Beihang University

    Beijing, China

    59 h-index

    555 publications

    38.5K citations

  6. University of Maryland, College Park

    College Park, United States

    58 h-index

    276 publications

    35.1K citations

  7. Wuhan University

    Wuhan, China

    58 h-index

    575 publications

    51.5K citations

  8. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    57 h-index

    264 publications

    45.6K citations

1–8 of 6.7K

Venues

  1. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 254 publications · 122.1K citations

    127

    h-index

  2. IEEE Transactions on Image Processing

    290 publications · 29.4K citations

    91

    h-index

  3. Pattern Recognition

    380 publications · 36K citations

    90

    h-index

  4. IEEE Access

    585 publications · 28K citations

    82

    h-index

  5. IEEE Transactions on Geoscience and Remote Sensing

    234 publications · 21.2K citations

    81

    h-index

1–5