Concepedia

Crop Instance Segmentation

Crop Instance Segmentation is a computer vision task that belongs to the category of image segmentation methods, specifically distinguishing individual crop instances within an image by assigning unique labels to each pixel while differentiating between overlapping or adjacent plants of the same type.

106

Publications

5K

Citations

376

Authors

148

Institutions

Publications per year

2017–2026

100

Parents

Publications

106

A Deep Learning Approach for Weed Detection in Lettuce Crops Using Multispectral Images

Kavir Osorio, César Pedraza, David Jamaica et al. · AgriEngineering · 2020 · 232 citations · Full text

, , +17

Estimation of mango crop yield using image analysis – Segmentation method

A. Payne, Kerry B. Walsh, P.P. Subedi et al. · Computers and Electronics in Agriculture · 2012 · 222 citations · Full text

, , +12

Comparing YOLOv8 and Mask R-CNN for instance segmentation in complex orchard environments

Ranjan Sapkota, Dawood Ahmed, Manoj Karkee · Artificial Intelligence in Agriculture · 2024 · 174 citations · Full text

, , +17

A deep learning approach combining instance and semantic segmentation to identify diseases and pests of coffee leaves from in-field images

Lucas M. Tassis, João E. Tozzi de Souza, Renato A. Krohling · Computers and Electronics in Agriculture · 2021 · 165 citations

, , +17

Improved YOLOv8-Seg Network for Instance Segmentation of Healthy and Diseased Tomato Plants in the Growth Stage

Xiang Yue, Kai Qi, Xinyi Na et al. · Agriculture · 2023 · 143 citations · Full text

, , +17

1–5 of 106

Authors

376

  1. MK
    Manoj Karkee

    Washington State University, United States

    3 publications · 223 citations

    4

    h-index

  2. JW
    Jan Weyler

    University of Bonn, Germany

    2 publications · 80 citations

    3

    h-index

  3. RS
    Ranjan Sapkota

    Washington State University, United States

    2 publications · 198 citations

    3

    h-index

  4. JB
    Jens Behley

    University of Bonn, Germany

    2 publications · 80 citations

    3

    h-index

  5. CS
    Cyrill Stachniss

    University of Bonn, Germany

    2 publications · 80 citations

    3

    h-index

1–5 of 376

Institutions

148

  1. China Agricultural University

    Beijing, China

    7 h-index

    23 publications

    670 citations

  2. South China Agricultural University

    Guangzhou, China

    4 h-index

    16 publications

    949 citations

  3. University of Bonn

    Bonn, Germany

    4 h-index

    14 publications

    524 citations

  4. National Engineering Research Center for Information Technology in Agriculture

    Beijing, China

    3 h-index

    2 publications

    36 citations

  5. Washington State University

    Pullman, United States

    3 h-index

    8 publications

    644 citations

  6. Ministry of Agriculture and Rural Affairs

    Beijing, China

    3 h-index

    5 publications

    149 citations

  7. Anhui Agricultural University

    Hefei, China

    3 h-index

    10 publications

    254 citations

  8. Northwest A&F University

    Yangling, China

    3 h-index

    7 publications

    484 citations

1–8 of 148

Venues

  1. Computers and Electronics in Agriculture

    27 publications · 1.8K citations

    25

    h-index

  2. Agriculture

    4 publications · 219 citations

    5

    h-index

  3. Frontiers in Plant Science

    3 publications · 94 citations

    5

    h-index

  4. Sensors

    5 publications · 220 citations

    5

    h-index

  5. Agronomy

    4 publications · 117 citations

    4

    h-index

1–5