Concepedia

Machine Vision For Pruning

Machine Vision for Pruning is a machine vision system that enables automated identification and localization of plant structures requiring pruning through image-based analysis, distinguishing it from general agricultural imaging techniques by its specific integration with pruning decision-making and robotic actuation in precision horticulture.

15

Publications

871

Citations

71

Authors

28

Institutions

Publications per year

2017–2026

7

Parents

Publications

15

Using channel pruning-based YOLO v4 deep learning algorithm for the real-time and accurate detection of apple flowers in natural environments

Dihua Wu, Shuaichao Lv, Mei Jiang et al. · Computers and Electronics in Agriculture · 2020 · 494 citations

, , +11

Modeling Dormant Fruit Trees for Agricultural Automation

Henry Medeiros, Dong-Hun Kim, Jianxin Sun et al. · Journal of Field Robotics · 2016 · 50 citations

, , +13

Detecting pruning of individual stems using Airborne Laser Scanning data captured from an Unmanned Aerial Vehicle

Luke Wallace, Christopher Watson, Arko Lucieer · International Journal of Applied Earth Observation and Geoinformation · 2014 · 40 citations · Full text

, , +16

A novel framework for modeling dormant apple trees using single depth image for robotic pruning application

Shayan A. Akbar, Noha Elfiky, Avinash C. Kak · 2016 · 33 citations

, , +16

Image Processing and Analysis for Autonomous Grapevine Pruning

Ming Gao, Tien‐Fu Lu · 2006 · 33 citations

, , +17

1–5 of 15

Authors

71

  1. NE
    Noha Elfiky

    Purdue University West Lafayette, United States

    3 publications · 110 citations

    3

    h-index

  2. SA
    Shayan A. Akbar

    Purdue University West Lafayette, United States

    3 publications · 110 citations

    3

    h-index

  3. AC
    Avinash C. Kak

    Purdue University West Lafayette, United States

    2 publications · 60 citations

    2

    h-index

  4. MP
    María P. Diago

    Universidad de La Rioja, Spain

    1 publications · 18 citations

    1

    h-index

  5. KB
    Karly Burch

    University of Otago, New Zealand

    1 publications · 31 citations

    1

    h-index

1–5 of 71

Institutions

28

  1. Purdue University West Lafayette

    West Lafayette, United States

    2 h-index

    9 publications

    399 citations

  2. University of Canterbury

    Christchurch, New Zealand

    1 h-index

    4 publications

    124 citations

  3. Marquette University

    Milwaukee, United States

    1 h-index

    1 publications

    50 citations

  4. University of Auckland

    Auckland, New Zealand

    1 h-index

    6 publications

    186 citations

  5. Silsoe Research Institute

    Bedford, United Kingdom

    1 h-index

    1 publications

    25 citations

  6. Northwest A&F University

    Yangling, China

    1 h-index

    4 publications

    2K citations

  7. Ministry of Agriculture and Rural Affairs

    Beijing, China

    1 h-index

    4 publications

    2K citations

  8. South University

    Savannah, United States

    1 h-index

    3 publications

    51 citations

1–8 of 28

Venues

  1. Biosystems Engineering

    2 publications · 60 citations

    2

    h-index

  2. Computers and Electronics in Agriculture

    2 publications · 509 citations

    2

    h-index

  3. 1

    h-index

  4. Neural Processing Letters

    1 publications · 17 citations

    1

    h-index

  5. Postharvest Biology and Technology

    1 publications · 19 citations

    1

    h-index

1–5