Colin Lea

Johns Hopkins University, Buffalo State University

Papers

15

Total Citations

3,166

H-Index

14

About

No biography available yet.

Research Focus

Computer science15 · 3,166 citations
Artificial intelligence14 · 3,140 citations
Pattern recognition (psychology)10 · 2,881 citations
Segmentation9 · 2,846 citations
Machine learning9 · 2,821 citations
Action recognition4 · 2,415 citations
Classifier (UML)3 · 2,299 citations
Image (mathematics)5 · 2,223 citations
Convolutional neural network3 · 2,075 citations
Recurrent neural network3 · 2,071 citations
Artificial neural network3 · 2,071 citations
Class (philosophy)2 · 2,051 citations

Key Achievements

14
H-Index
15
Papers
3,166
Total Citations
211
Avg Citations/Paper
🏆 Most Cited Paper
Temporal Convolutional Networks for Action Segmentation and Detection
2,028 citations · 2017
📈 Most Prolific Year: 2016 (7 Papers)
🤝 Key Collaborators: 33
🏛 Institutions: Johns Hopkins University, Buffalo State University

Top Papers

  1. 1
    Temporal Convolutional Networks for Action Segmentation and Detection
    2,028 citations · 2017
  2. 2
    A Dataset and Benchmarks for Segmentation and Recognition of Gestures in Robotic Surgery
    288 citations · 2017
  3. 3
    Segmental Spatiotemporal CNNs for Fine-Grained Action Segmentation
    248 citations · 2016
  4. 4
    Learning convolutional action primitives for fine-grained action recognition
    116 citations · 2016
  5. 5
    A framework for end-user instruction of a robot assistant for manufacturing
    99 citations · 2015
  6. 6
    Transition State Clustering: Unsupervised Surgical Trajectory Segmentation for Robot Learning
    84 citations · 2017
  7. 7
    Transition state clustering: Unsupervised surgical trajectory segmentation for robot learning
    84 citations · 2017
  8. 8
    An Improved Model for Segmentation and Recognition of Fine-Grained Activities with Application to Surgical Training Tasks
    71 citations · 2015
  9. 9
    System events: readily accessible features for surgical phase detection
    35 citations · 2016
  10. 10
    Comparative evaluation of range sensing technologies for underground void modeling
    26 citations · 2011

Key Collaborators

GDGregory D. Hager14 shared papersRVRenè Vidal7 shared papersARAustin Reiter4 shared papersPAPieter Abbeel3 shared papersKGKen Goldberg3 shared papersSKSanjay Krishnan3 shared papersSPSachin Patil3 shared papersAGAnimesh Garg3 shared papersMDM. D. Flynn2 shared papersNANarges Ahmidi2 shared papersAMAnand Malpani2 shared papersLZLuca Zappella1 shared papersRWRed Whittaker1 shared papersLTLingling Tao1 shared papersAMAaron Morris1 shared papersJLJames Lee1 shared papersCWChuck Whittaker1 shared papersMRMija R. Lee1 shared papersRDRobert DiPietro1 shared papersSKSanjeev Khudanpur1 shared papers
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