Gianmarco Roggiolani

University of Bonn

Papers

5

Total Citations

108

H-Index

4

About

No biography available yet.

Research Focus

Computer science5 · 108 citations
Artificial intelligence5 · 108 citations
Mathematics4 · 104 citations
Domain (mathematical analysis)4 · 104 citations
Machine learning4 · 104 citations
Pattern recognition (psychology)3 · 97 citations
Segmentation3 · 56 citations
Natural language processing2 · 52 citations
Task (project management)2 · 49 citations
Image (mathematics)1 · 48 citations
Interpretation (philosophy)1 · 48 citations
Computer vision1 · 42 citations

Key Achievements

4
H-Index
5
Papers
108
Total Citations
22
Avg Citations/Paper
🏆 Most Cited Paper
PhenoBench: A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural Domain
48 citations · 2024
📈 Most Prolific Year: 2023 (3 Papers)
🤝 Key Collaborators: 12
🏛 Institutions: University of Bonn

Top Papers

  1. 1
    PhenoBench: A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural Domain
    48 citations · 2024
  2. 2
    Hierarchical Approach for Joint Semantic, Plant Instance, and Leaf Instance Segmentation in the Agricultural Domain
    42 citations · 2023
  3. 3
    On Domain-Specific Pre- Training for Effective Semantic Perception in Agricultural Robotics
    7 citations · 2023
  4. 4
    Unsupervised Pre-Training for 3D Leaf Instance Segmentation
    7 citations · 2023
  5. 5
    Unsupervised semantic label generation in agricultural fields
    4 citations · 2025

Key Collaborators

CSCyrill Stachniss5 shared papersJBJens Behley5 shared papersFMFederico Magistri4 shared papersTGTiziano Guadagnino3 shared papersMSMatteo Sodano2 shared papersJWJan Weyler2 shared papersNCNived Chebrolu1 shared papersEMElias Marks1 shared papersMPMarija Popović1 shared papersYLYue Linn Chong1 shared papersGGGiorgio Grisetti1 shared papersJRJulius Rückin1 shared papers
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