Matthew D. Whiting

About

Matthew D. Whiting is a leading researcher in precision horticulture and agricultural robotics, whose work centers on automating critical orchard operations to address labor shortages and improve sustainability. His major contributions lie at the intersection of computer vision and robotics, where he has pioneered deep learning-based systems for fruit tree management. Notably, his 2020 paper on segmentation for automated apple tree training has garnered 146 citations, reflecting its foundational impact. Whiting’s research spans automated green shoot thinning in vineyards, robotic cherry harvesting via branch shaking, and precision pollination of apples—a visionary response to pollinator decline. His integrated approach to semiautonomous pruning of upright fruiting offshoot systems (2023) and development of an autonomous pruning robot (2022) demonstrate a commitment to solving complex, real-world agricultural challenges. With over 350 total citations across his most-cited works, Whiting’s innovations in machine vision, robotic perception, and solid set canopy delivery systems are shaping the future of sustainable, high-yield fruit production, making him a pivotal figure in modern agricultural technology.

Research Focus

Key Achievements

Top Papers

1. 1
   Deep learning based segmentation for automated training of apple trees on trellis wires

   146 citations · 2020
2. 2
   Apple Tree Trunk and Branch Segmentation for Automatic Trellis Training Using Convolutional Neural Network Based Semantic Segmentation

   63 citations · 2018
3. 3
   Development and performance evaluation of a machine vision system and an integrated prototype for automated green shoot thinning in vineyards

   35 citations · 2021
4. 4
   Automated Detection of Branch Shaking Locations for Robotic Cherry Harvesting Using Machine Vision

   33 citations · 2017
5. 5
   Semiautonomous Precision Pruning of Upright Fruiting Offshoot Orchard Systems: An Integrated Approach

   26 citations · 2023
6. 6
   A vision-based robotic system for precision pollination of apples

   14 citations · 2025
7. 7
   An autonomous robot for pruning modern, planar fruit trees

   12 citations · 2022
8. 8
   Robotic Pollination of Apples in Commercial Orchards

   10 citations · 2023
9. 9
   Spray coverage in apple and cherry orchards using a solid set canopy delivery system

   9 citations · 2016
10. 10
    Efficacy of a solid set canopy delivery system (SSCDS) in sweet cherry and apple

    8 citations · 2016

Key Collaborators

Contact & Links