Concepedia

Image Feature Construction

Image Feature Construction is a computational methodology within feature engineering that specifically involves the derivation of informative, discriminative, and often high-dimensional representations from raw pixel data through mathematical transformations, structural analysis, or deep learning techniques to enhance machine perception in visual tasks.

231

Publications

12.3K

Citations

754

Authors

324

Institutions

Publications per year

2017–2026

104

Parents

Publications

231

Image indexing using color correlograms

Jing Huang, S. Ravi Kumar, Mandar Mitra et al. · 2002 · 1.7K citations · Full text

, , +14

Theoretical Understanding of Convolutional Neural Network: Concepts, Architectures, Applications, Future Directions

Mohammad Mustafa Taye · Computation · 2023 · 578 citations · Full text

, , +14

Identification of Humans Using Gait

Amit Kale, Aravind Sundaresan, A. N. Rajagopalan et al. · IEEE Transactions on Image Processing · 2004 · 571 citations

, , +16

Texture Synthesis Using Convolutional Neural Networks

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge · arXiv (Cornell University) · 2015 · 426 citations · Full text

, , +16

Grouplet: A structured image representation for recognizing human and object interactions

Bangpeng Yao, Li Fei-Fei · 2010 · 341 citations

, , +16

1–5 of 231

Authors

754

  1. MZ
    Mengjie Zhang

    Victoria University of Wellington, New Zealand

    4 publications · 120 citations

    4

    h-index

  2. OS
    Omry Sendik

    Tel Aviv University, Israel

    3 publications · 101 citations

    3

    h-index

  3. LA
    Leon A. Gatys

    University of Tübingen, Germany

    3 publications · 561 citations

    3

    h-index

  4. DC
    Daniel Cohen‐Or

    Tel Aviv University, Israel

    3 publications · 101 citations

    3

    h-index

  5. MB
    Matthias Bethge

    University of Tübingen, Germany

    3 publications · 561 citations

    3

    h-index

1–5 of 754

Institutions

324

  1. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    9 publications

    1K citations

  2. University of Chicago

    Chicago, United States

    4 h-index

    16 publications

    1.2K citations

  3. Victoria University of Wellington

    Wellington, New Zealand

    4 h-index

    15 publications

    454 citations

  4. Michigan State University

    East Lansing, United States

    4 h-index

    6 publications

    933 citations

  5. Zhejiang University of Science and Technology

    Hangzhou, China

    4 h-index

    11 publications

    431 citations

  6. Nanjing University of Science and Technology

    Nanjing, China

    4 h-index

    12 publications

    183 citations

  7. Shandong University

    Jinan, China

    4 h-index

    13 publications

    512 citations

  8. University of Maryland, College Park

    College Park, United States

    4 h-index

    13 publications

    952 citations

1–8 of 324

Venues

  1. arXiv (Cornell University)

    Repository · 11 publications · 943 citations

    10

    h-index

  2. Medical Physics

    5 publications · 340 citations

    5

    h-index

  3. 4

    h-index

  4. IEEE Transactions on Image Processing

    4 publications · 762 citations

    4

    h-index

  5. Pattern Recognition

    4 publications · 221 citations

    4

    h-index

1–5