Concepedia

Object-based Habitat Segmentation

Object-Based Habitat Segmentation is a computational method in remote sensing image analysis that partitions deep-sea habitat data into meaningful spatial units based on spectral, textural, and contextual properties, distinguishing itself from pixel-based approaches by incorporating object-level spatial coherence and scale-dependent segmentation.

6

Publications

299

Citations

35

Authors

15

Institutions

Publications per year

2017–2026

4

Parents

Publications

6

Coral reef habitat mapping: A combination of object-based image analysis and ecological modelling

Chris Roelfsema, Éva Kovács, Juan Carlos Ortiz et al. · Remote Sensing of Environment · 2018 · 139 citations

, , +16

Semantic segmentation of seagrass habitat from drone imagery based on deep learning: A comparative study

Eui-Ik Jeon, Sunghak Kim, Soyoung Park et al. · Ecological Informatics · 2021 · 59 citations

, , +15

NASA NeMO-Net's Convolutional Neural Network: Mapping Marine Habitats with Spectrally Heterogeneous Remote Sensing Imagery

Alan S. Li, Ved Chirayath, Michal Segal‐Rozenhaimer et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2020 · 41 citations · Full text

, , +16

Habitat-Net: Segmentation of habitat images using deep learning

Jesse F. Abrams, Anand Vashishtha, Seth T. Wong et al. · Ecological Informatics · 2019 · 25 citations

, , +6

Mapping of submerged aquatic vegetation in rivers from very high-resolution image data, using object-based image analysis combined with expert knowledge

Fleur Visser, Kerst Buis, Veerle Verschoren et al. · Hydrobiologia · 2016 · 24 citations

, , +17

1–5 of 6

Authors

35

  1. MS
    Michal Segal‐Rozenhaimer

    Ames Research Center, United States

    1 publications · 41 citations

    1

    h-index

  2. VV
    Veerle Verschoren

    University of Antwerp, Belgium

    1 publications · 24 citations

    1

    h-index

  3. AM
    Anirban Mukhopadhyay

    Technische Universität Darmstadt, Germany

    1 publications · 25 citations

    1

    h-index

  4. ÉK
    Éva Kovács

    The University of Queensland, Australia

    1 publications · 139 citations

    1

    h-index

  5. VC
    Ved Chirayath

    Ames Research Center, United States

    1 publications · 41 citations

    1

    h-index

1–5 of 35

Institutions

15

  1. Ames Research Center

    Mountain View, United States

    1 h-index

    5 publications

    205 citations

  2. University of Antwerp

    Antwerp, Belgium

    1 h-index

    3 publications

    72 citations

  3. Leibniz Institute for Zoo and Wildlife Research

    Berlin, Germany

    1 h-index

    6 publications

    150 citations

  4. University of Wollongong

    Wollongong, Australia

    1 h-index

    1 publications

    139 citations

  5. Malaysia University of Science and Technology

    Petaling Jaya, Malaysia

    1 h-index

    1 publications

    25 citations

  6. University of New Hampshire at Manchester

    Manchester, United States

    1 h-index

    2 publications

    22 citations

  7. The University of Queensland

    Brisbane, Australia

    1 h-index

    7 publications

    973 citations

  8. Eomap (Germany)

    Seefeld, Germany

    1 h-index

    1 publications

    139 citations

1–8 of 15

Venues

  1. Ecological Informatics

    2 publications · 84 citations

    2

    h-index

  2. Remote Sensing of Environment

    1 publications · 139 citations

    1

    h-index

  3. GIScience & Remote Sensing

    1 publications · 11 citations

    1

    h-index

  4. 1

    h-index

  5. Hydrobiologia

    1 publications · 24 citations

    1

    h-index

1–5