Concepedia

Instance Segmentation Of Plants

Instance Segmentation of Plants is a computer vision task that belongs to the class of image segmentation methods, specifically distinguished by its ability to identify and delineate each individual plant instance in an agricultural scene at the pixel level, differentiating between overlapping or adjacent plants of the same species.

83

Publications

5.1K

Citations

326

Authors

149

Institutions

Publications per year

2017–2026

76

Parents

Publications

83

A survey of image processing techniques for plant extraction and segmentation in the field

Esmael Hamuda, Martin Glavin, Edward Jones · Computers and Electronics in Agriculture · 2016 · 579 citations

, , +12

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

Instance segmentation of apple flowers using the improved mask R–CNN model

Yunong Tian, Guodong Yang, Zhe Wang et al. · Biosystems Engineering · 2020 · 164 citations

, , +10

Modified U-Net for plant diseased leaf image segmentation

Shanwen Zhang, Chuanlei Zhang · Computers and Electronics in Agriculture · 2022 · 161 citations

, , +9

Multispecies Fruit Flower Detection Using a Refined Semantic Segmentation Network

Philipe Dias, Amy Tabb, Henry Medeiros · IEEE Robotics and Automation Letters · 2018 · 154 citations · Full text

, , +16

1–5 of 83

Authors

326

  1. LZ
    Lihua Zheng

    China Agricultural University, China

    3 publications · 92 citations

    3

    h-index

  2. MW
    Minjuan Wang

    China Agricultural University, China

    3 publications · 92 citations

    3

    h-index

  3. CS
    Cyrill Stachniss

    University of Bonn, Germany

    3 publications · 122 citations

    3

    h-index

  4. JB
    Jens Behley

    University of Bonn, Germany

    3 publications · 122 citations

    3

    h-index

  5. LG
    Liwen Gao

    Guangzhou University of Chinese Medicine, China

    2 publications · 99 citations

    2

    h-index

1–5 of 326

Institutions

149

  1. China Agricultural University

    Beijing, China

    5 h-index

    19 publications

    901 citations

  2. University of Bonn

    Bonn, Germany

    4 h-index

    18 publications

    663 citations

  3. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    14 publications

    1.1K citations

  4. Ministry of Agriculture and Rural Affairs

    Beijing, China

    3 h-index

    11 publications

    534 citations

  5. Northeast Agricultural University

    Harbin, China

    2 h-index

    14 publications

    643 citations

  6. Huazhong University of Science and Technology

    Wuhan, China

    2 h-index

    4 publications

    248 citations

  7. Central South University of Forestry and Technology

    Changsha, China

    2 h-index

    10 publications

    306 citations

  8. Northwest A&F University

    Yangling, China

    2 h-index

    7 publications

    484 citations

1–8 of 149

Venues

  1. Computers and Electronics in Agriculture

    26 publications · 2.2K citations

    21

    h-index

  2. Biosystems Engineering

    5 publications · 404 citations

    5

    h-index

  3. IEEE Robotics and Automation Letters

    3 publications · 206 citations

    3

    h-index

  4. Frontiers in Plant Science

    3 publications · 119 citations

    3

    h-index

  5. Scientia Horticulturae

    2 publications · 62 citations

    2

    h-index

1–5