Concepedia

Pixel-level Feature Engineering

Pixel-Level Feature Engineering is a feature extraction methodology in image processing that operates on individual pixel values as the fundamental unit of analysis, distinguishing itself by deriving or transforming image features directly from raw pixel intensities without relying on higher-level structural or regional abstractions.

35

Publications

1.3K

Citations

135

Authors

58

Institutions

Publications per year

2017–2026

15

Parents

Publications

35

A Learning Approach Towards Detection and Tracking of Lane Markings

Raghuraman Gopalan, Tsai Hong Hong, Michael Shneier et al. · IEEE Transactions on Intelligent Transportation Systems · 2012 · 179 citations

, , +17

An enhanced pixel-based phenological feature for accurate paddy rice mapping with Sentinel-2 imagery in Google Earth Engine

Rongguang Ni, Jinyan Tian, Xiaojuan Li et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2021 · 176 citations

, , +16

Detection of the multivariate geochemical anomalies associated with mineralization using a deep convolutional neural network and a pixel-pair feature method

Chunjie Zhang, Renguang Zuo, Yihui Xiong · Applied Geochemistry · 2021 · 113 citations

, , +16

View-based 3D object recognition with support vector machines

Danny Roobaert, Marc M. Van Hulle · 2003 · 100 citations

, , +15

Retinal blood vessel segmentation using pixel-based feature vector

Buket Toptaş, Davut Hanbay · Biomedical Signal Processing and Control · 2021 · 73 citations

, , +14

1–5 of 35

Authors

135

  1. CV
    Claus Vielhauer

    Otto-von-Guericke-Universität Magdeburg, Germany

    2 publications · 20 citations

    2

    h-index

  2. JD
    Jana Dittmann

    Otto-von-Guericke-Universität Magdeburg, Germany

    2 publications · 20 citations

    2

    h-index

  3. RM
    Ronny Merkel

    Otto-von-Guericke-Universität Magdeburg, Germany

    2 publications · 20 citations

    2

    h-index

  4. RD
    Robert D. Nowak

    University of Wisconsin–Madison, United States

    1 publications · 15 citations

    1

    h-index

  5. GL
    Guosheng Lin

    Nanyang Technological University, Singapore

    1 publications · 16 citations

    1

    h-index

1–5 of 135

Institutions

58

  1. University of Science and Technology of China

    Hefei, China

    2 h-index

    8 publications

    152 citations

  2. University of Maryland, College Park

    College Park, United States

    2 h-index

    4 publications

    418 citations

  3. Brandenburg University of Applied Sciences

    Brandenburg, Germany

    2 h-index

    2 publications

    20 citations

  4. Otto-von-Guericke-Universität Magdeburg

    Magdeburg, Germany

    2 h-index

    5 publications

    50 citations

  5. Inonu University

    Malatya, Türkiye

    1 h-index

    1 publications

    73 citations

  6. China Meteorological Administration

    Beijing, China

    1 h-index

    1 publications

    176 citations

  7. Technische Universität Berlin

    Berlin, Germany

    1 h-index

    1 publications

    32 citations

  8. Bandırma Onyedi Eylül University

    Bandırma, Türkiye

    1 h-index

    1 publications

    73 citations

1–8 of 58

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 31 citations

    2

    h-index

  2. Pattern Recognition

    2 publications · 44 citations

    2

    h-index

  3. Applied Soft Computing

    1 publications · 29 citations

    1

    h-index

  4. Biomedical Signal Processing and Control

    1 publications · 73 citations

    1

    h-index

  5. 1

    h-index

1–5