Alex Olsen

James Cook University, Autodesk (United States), Reef Ecologic, Townsville Hospital

Papers

8

Total Citations

647

H-Index

6

About

No biography available yet.

Research Focus

Computer science6 · 623 citations
Artificial intelligence5 · 599 citations
Deep learning2 · 585 citations
Machine learning2 · 585 citations
Biology6 · 544 citations
Ecology4 · 533 citations
Weed4 · 518 citations
Weed control4 · 518 citations
Transfer of learning1 · 487 citations
CUDA1 · 98 citations
Embedded system1 · 98 citations
Computer engineering1 · 98 citations

Key Achievements

6
H-Index
8
Papers
647
Total Citations
81
Avg Citations/Paper
🏆 Most Cited Paper
DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning
487 citations · 2019
📈 Most Prolific Year: 2019 (3 Papers)
🤝 Key Collaborators: 17
🏛 Institutions: James Cook University, Autodesk (United States), Reef Ecologic, Townsville Hospital

Top Papers

  1. 1
    DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning
    487 citations · 2019
  2. 2
    Low-Power and High-Speed Deep FPGA Inference Engines for Weed Classification at the Edge
    98 citations · 2019
  3. 3
    Precision robotic spot-spraying: Reducing herbicide use and enhancing environmental outcomes in sugarcane
    24 citations · 2025
  4. 4
    Robotic Spot Spraying of Harrisia Cactus (Harrisia martinii) in Grazing Pastures of the Australian Rangelands
    15 citations · 2021
  5. 5
    Precision Robotic Spot-Spraying: Reducing Herbicide Use and Enhancing Environmental Outcomes in Sugarcane
    9 citations · 2024
  6. 6
    Improving the accuracy of weed species detection for robotic weed control in complex real-time environments
    7 citations · 2020
  7. 7
    FieldNet: Efficient real-time shadow removal for enhanced vision in field robotics
    5 citations · 2025
  8. 8
    Autoweed: detecting Harrisia cactus in the Goondiwindi region for selective spot-spraying
    2 citations · 2019

Key Collaborators

MRMostafa Rahimi Azghadi7 shared papersBPBronson Philippa5 shared papersBCBrendan Calvert5 shared papersJWJake Wood4 shared papersASAlzayat Saleh3 shared papersTGTerry Granshaw2 shared papersEFEmilie Fillols2 shared papersJWJames Whinney2 shared papersCLCorey Lammie1 shared papersPRPeter Ridd1 shared papersOPOwen P. Kenny1 shared papersJJJamie Johns1 shared papersTCTony Carrick1 shared papersDADmitry A. Konovalov1 shared papersBGBenjamin Girgenti1 shared papersRDRonald D. White1 shared papersWBWesley Banks1 shared papers
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