Concepedia

Pixel-based Classification

Pixel-Based Classification is a remote sensing image analysis method that assigns a land cover or land use class to each individual pixel based on its spectral properties, without incorporating spatial context or neighboring pixel information.

1.3K

Publications

86.9K

Citations

4.6K

Authors

1.5K

Institutions

Publications per year

2017–2026

616

Variants

Pixel-based Image Classification

Parents

Publications

1.3K

Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs

Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos et al. · arXiv (Cornell University) · 2014 · 3.6K citations · Full text

, , +15

Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

Liangpei Zhang, Lefei Zhang, Bo Du · IEEE Geoscience and Remote Sensing Magazine · 2016 · 2.2K citations

, , +17

Global land cover mapping at 30 m resolution: A POK-based operational approach

Jun Chen, Jun Chen, Jin Chen et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2014 · 2.1K citations · Full text

, , +17

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

Vijay Badrinarayanan, Roberto Cipolla · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 1.5K citations · Full text

, , +16

Per-pixel vs. object-based classification of urban land cover extraction using high spatial resolution imagery

Soe W. Myint, Patricia Gober, Anthony J. Brazel et al. · Remote Sensing of Environment · 2011 · 1.2K citations

, , +15

1–5 of 1.3K

Authors

4.6K

  1. PM
    Peter M. Atkinson

    University of Southampton, United Kingdom

    8 publications · 1.2K citations

    8

    h-index

  2. LZ
    Liangpei Zhang

    Wuhan University, China

    8 publications · 2.9K citations

    8

    h-index

  3. HZ
    Helmi Zulhaidi Mohd Shafri

    Universiti Putra Malaysia, Malaysia

    7 publications · 307 citations

    7

    h-index

  4. PG
    Peng Gong

    Tsinghua University, China

    7 publications · 1.7K citations

    7

    h-index

  5. FR
    Franz Rottensteiner

    Leibniz University Hannover, Germany

    6 publications · 439 citations

    6

    h-index

1–5 of 4.6K

Institutions

1.5K

  1. Chinese Academy of Sciences

    Beijing, China

    31 h-index

    214 publications

    10.8K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    22 h-index

    84 publications

    4.5K citations

  3. Wuhan University

    Wuhan, China

    19 h-index

    72 publications

    13.3K citations

  4. State Key Laboratory of Remote Sensing Science

    Beijing, China

    16 h-index

    54 publications

    2.5K citations

  5. State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing

    Wuhan, China

    16 h-index

    45 publications

    3.8K citations

  6. University of Twente

    Enschede, The Netherlands

    15 h-index

    29 publications

    3.9K citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    14 h-index

    45 publications

    1.5K citations

  8. Institute of Remote Sensing and Digital Earth

    Beijing, China

    13 h-index

    52 publications

    2K citations

1–8 of 1.5K

Venues

  1. Remote Sensing

    118 publications · 7.4K citations

    45

    h-index

  2. International Journal of Remote Sensing

    69 publications · 5.3K citations

    35

    h-index

  3. 34

    h-index

  4. 27

    h-index

  5. Sensors

    17 publications · 905 citations

    17

    h-index

1–5