Feras Dayoub

Queensland University of Technology, Australian Centre for Robotic Vision, University of Lincoln, University of Adelaide

Papers

51

Total Citations

2,896

H-Index

17

About

No biography available yet.

Research Focus

Artificial intelligence51 · 2,896 citations
Computer science51 · 2,896 citations
Convolutional neural network8 · 1,952 citations
Pattern recognition (psychology)16 · 1,947 citations
Deep learning6 · 1,763 citations
Computer vision33 · 1,571 citations
Image (mathematics)6 · 1,184 citations
Object detection10 · 1,179 citations
Artificial neural network3 · 1,094 citations
Process (computing)3 · 1,094 citations
Bounding overwatch3 · 1,089 citations
RGB color model2 · 1,087 citations

Key Achievements

17
H-Index
51
Papers
2,896
Total Citations
57
Avg Citations/Paper
🏆 Most Cited Paper
DeepFruits: A Fruit Detection System Using Deep Neural Networks
1,079 citations · 2016
📈 Most Prolific Year: 2020 (8 Papers)
🤝 Key Collaborators: 68
🏛 Institutions: Queensland University of Technology, Australian Centre for Robotic Vision, University of Lincoln, University of Adelaide

Top Papers

  1. 1
    DeepFruits: A Fruit Detection System Using Deep Neural Networks
    1,079 citations · 2016
  2. 2
    On the performance of ConvNet features for place recognition
    532 citations · 2015
  3. 3
    Robot for weed species plant‐specific management
    200 citations · 2017
  4. 4
    Place categorization and semantic mapping on a mobile robot
    146 citations · 2016
  5. 5
    On the Performance of ConvNet Features for Place Recognition
    135 citations · 2015
  6. 6
    Semantics for Robotic Mapping, Perception and Interaction: A Survey
    100 citations · 2020
  7. 7
    An adaptive appearance-based map for long-term topological localization of mobile robots
    84 citations · 2008
  8. 8
    Visual detection of occluded crop: For automated harvesting
    80 citations · 2016
  9. 9
    Run-Time Monitoring of Machine Learning for Robotic Perception: A Survey of Emerging Trends
    62 citations · 2021
  10. 10
    Semantics for Robotic Mapping, Perception and Interaction: A Survey
    44 citations · 2020

Key Collaborators

NSNiko Sünderhauf23 shared papersPCPeter Corke20 shared papersDHDavid Hall11 shared papersBUBen Upcroft10 shared papersBTBen Talbot8 shared papersMMMichael Milford7 shared papersCMChris McCool6 shared papersRSRuth Schulz6 shared papersTDTom Duckett6 shared papersGWGordon Wyeth6 shared papersGCGrzegorz Cielniak5 shared papersJSJohn Skinner5 shared papersGCGustavo Carneiro5 shared papersOLObadiah Lam4 shared papersQMQuazi Marufur Rahman4 shared papersTPTristán Pérez4 shared papersIRIan Reid3 shared papersTMTimothy Morris3 shared papersISInkyu Sa3 shared papersSGSourav Garg3 shared papers
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