Miguel Fernandes

Italian Institute of Technology

Papers

5

Total Citations

47

H-Index

4

About

No biography available yet.

Research Focus

Artificial intelligence5 · 47 citations
Computer science5 · 47 citations
Pruning4 · 43 citations
Biology3 · 35 citations
Horticulture3 · 35 citations
Segmentation2 · 33 citations
RGB color model1 · 24 citations
Canopy1 · 24 citations
Botany1 · 24 citations
Deep learning1 · 24 citations
Pattern recognition (psychology)1 · 24 citations
Vineyard1 · 24 citations

Key Achievements

4
H-Index
5
Papers
47
Total Citations
9
Avg Citations/Paper
🏆 Most Cited Paper
Using deep learning for pruning region detection and plant organ segmentation in dormant spur-pruned grapevines
24 citations · 2023
📈 Most Prolific Year: 2021 (2 Papers)
🤝 Key Collaborators: 17
🏛 Institutions: Italian Institute of Technology

Top Papers

  1. 1
    Using deep learning for pruning region detection and plant organ segmentation in dormant spur-pruned grapevines
    24 citations · 2023
  2. 2
    Grapevine winter pruning: Merging 2D segmentation and 3D point clouds for pruning point generation
    9 citations · 2025
  3. 3
    Whole-Body Control on Non-holonomic Mobile Manipulation for Grapevine Winter Pruning Automation
    8 citations · 2021
  4. 4
    The Importance and the Limitations of Sim2Real for Robotic Manipulation in Precision Agriculture
    4 citations · 2020
  5. 5
    Towards Precise Pruning Points Detection using Semantic-Instance-Aware Plant Models for Grapevine Winter Pruning Automation
    2 citations · 2021

Key Collaborators

SPStefano Poni4 shared papersDGDarwin G. Caldwell4 shared papersCSClaudio Semini4 shared papersMGMatteo Gatti4 shared papersTTTao Teng3 shared papersFCFei Chen2 shared papersPGPaolo Guadagna2 shared papersFCFei Chen2 shared papersASAntonello Scaldaferri1 shared papersFPFrancesco Pelusi1 shared papersJDJuan D. Gamba1 shared papersABAngelo Bratta1 shared papersCRCarlo Rizzardo1 shared papersSKSunny Katyara1 shared papersGFGiuseppe Fiameni1 shared papersTFTommaso Frioni1 shared papersAGAngelina Gatica Santamaría1 shared papers
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