Andres Milioto

University of Bonn

Papers

15

Total Citations

799

H-Index

9

About

No biography available yet.

Research Focus

Computer science15 · 799 citations
Artificial intelligence15 · 799 citations
Mathematics10 · 633 citations
Agriculture9 · 621 citations
Precision agriculture9 · 621 citations
Engineering7 · 546 citations
Field (mathematics)8 · 524 citations
Agronomy6 · 488 citations
Weed5 · 420 citations
Agricultural engineering6 · 417 citations
Weed control4 · 381 citations
Machine learning5 · 363 citations

Key Achievements

9
H-Index
15
Papers
799
Total Citations
53
Avg Citations/Paper
🏆 Most Cited Paper
Fully Convolutional Networks With Sequential Information for Robust Crop and Weed Detection in Precision Farming
273 citations · 2018
📈 Most Prolific Year: 2018 (5 Papers)
🤝 Key Collaborators: 37
🏛 Institutions: University of Bonn

Top Papers

  1. 1
    Fully Convolutional Networks With Sequential Information for Robust Crop and Weed Detection in Precision Farming
    273 citations · 2018
  2. 2
    Building an Aerial–Ground Robotics System for Precision Farming: An Adaptable Solution
    129 citations · 2020
  3. 3
    Deep Compression for Dense Point Cloud Maps
    99 citations · 2021
  4. 4
    Robust joint stem detection and crop‐weed classification using image sequences for plant‐specific treatment in precision farming
    96 citations · 2019
  5. 5
    Joint Plant Instance Detection and Leaf Count Estimation for In-Field Plant Phenotyping
    68 citations · 2021
  6. 6
    Gradient and Log-based Active Learning for Semantic Segmentation of Crop and Weed for Agricultural Robots
    39 citations · 2020
  7. 7
    Real-Time Semantic Segmentation of Crop and Weed for Precision Agriculture Robots Leveraging Background Knowledge in CNNs
    34 citations · 2018
  8. 8
    Fast Instance and Semantic Segmentation Exploiting Local Connectivity, Metric Learning, and One-Shot Detection for Robotics
    15 citations · 2019
  9. 9
    Classifying Obstacles and Exploiting Knowledge About Classes for Efficient Humanoid Navigation
    10 citations · 2018
  10. 10
    Joint Stem Detection and Crop-Weed Classification for Plant-Specific Treatment in Precision Farming
    9 citations · 2018

Key Collaborators

CSCyrill Stachniss15 shared papersPLPhilipp Lottes9 shared papersJBJens Behley6 shared papersNCNived Chebrolu5 shared papersTFTillmann Falck3 shared papersMBMaren Bennewitz3 shared papersRSRoland Siegwart2 shared papersAWAchim Walter2 shared papersJPJohannes Pfeifer2 shared papersFLFrank Liebisch2 shared papersCPCédric Pradalier2 shared papersERElisa Rothacker-Feder2 shared papersMPMarija Popović2 shared papersFFFreya Fleckenstein2 shared papersCPCiro Potena2 shared papersPRPeter Regier2 shared papersDNDaniele Nardi2 shared papersAFAlessandra Fontenla2 shared papersISInkyu Sa2 shared papersJNJuan Nieto2 shared papers
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