Concepedia

Patch-based Feature Extraction

Patch-Based Feature Extraction is a feature engineering method that involves partitioning an image into localized regions, or patches, to extract discriminative spatial patterns and textures specific to each subregion, thereby enabling fine-grained representation learning.

190

Publications

11.4K

Citations

707

Authors

306

Institutions

Publications per year

2017–2026

94

Parents

Publications

190

Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification

Le Hou, Dimitris Samaras, Tahsin Kurç et al. · 2016 · 881 citations

, , +17

SIFT Meets CNN: A Decade Survey of Instance Retrieval

Liang Zheng, Yi Yang, Qi Tian · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 749 citations

, , +15

What Makes a Patch Distinct?

Ran Margolin, Ayellet Tal, Lihi Zelnik‐Manor · 2013 · 525 citations

, , +16

Learning Globally-Consistent Local Distance Functions for Shape-Based Image Retrieval and Classification

Andrea Frome, Yoram Singer, Fei Sha et al. · 2007 · 355 citations

, , +16

Learning invariant features through topographic filter maps

Koray Kavukcuoglu, Marc’Aurelio Ranzato, Rob Fergus et al. · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 276 citations

, , +16

1–5 of 190

Authors

707

  1. DF
    Dagan Feng

    The University of Sydney, Australia

    5 publications · 410 citations

    5

    h-index

  2. UR
    U. Rajendra Acharya

    Ngee Ann Polytechnic, Singapore

    4 publications · 140 citations

    4

    h-index

  3. WC
    Weidong Cai

    The University of Sydney, Australia

    4 publications · 272 citations

    4

    h-index

  4. SL
    Shang‐Hong Lai

    National Tsing Hua University, Taiwan

    3 publications · 229 citations

    3

    h-index

  5. TT
    Türker Tuncer

    Fırat University, Türkiye

    3 publications · 98 citations

    3

    h-index

1–5 of 707

Institutions

306

  1. Chinese Academy of Sciences

    Beijing, China

    9 h-index

    25 publications

    2K citations

  2. University of Technology Sydney

    Sydney, Australia

    7 h-index

    9 publications

    1.8K citations

  3. The University of Sydney

    Sydney, Australia

    6 h-index

    12 publications

    933 citations

  4. Institute of Automation

    Beijing, China

    5 h-index

    9 publications

    497 citations

  5. Nanyang Technological University

    Singapore, Singapore

    5 h-index

    14 publications

    708 citations

  6. Xidian University

    Xi'an, China

    5 h-index

    20 publications

    1.2K citations

  7. Huazhong University of Science and Technology

    Wuhan, China

    4 h-index

    9 publications

    269 citations

  8. Singapore University of Social Sciences

    Singapore, Singapore

    4 h-index

    4 publications

    140 citations

1–8 of 306

Venues

  1. IEEE Transactions on Image Processing

    12 publications · 903 citations

    12

    h-index

  2. arXiv (Cornell University)

    Repository · 9 publications · 246 citations

    9

    h-index

  3. IEEE Access

    6 publications · 157 citations

    6

    h-index

  4. Pattern Recognition

    5 publications · 217 citations

    5

    h-index

  5. 5

    h-index

1–5