Colin Lea
Impact in
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- Human Pose and Action Recognition
- Multimodal Machine Learning Applications
- Video Surveillance and Tracking Methods
- Health Informatics top 5%
Papers in
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- Human Pose and Action Recognition 6
- Context-Aware Activity Recognition Systems 2
- Surgery 4
- Surgical Simulation and Training 3
- Co-authors
- Gregory D. Hager (11 shared papers)Renè Vidal (4 shared papers)Austin Reiter (2 shared papers)M. D. Flynn (1 shared paper)Benjamı́n Béjar (1 shared paper)Shahin Sefati (1 shared paper)Narges Ahmidi (1 shared paper)Sanjeev Khudanpur (1 shared paper)
- Journals
- IEEE Transactions on Biomedical Engineering (1 paper)Transactions of the Association for Computational Linguistics (1 paper)International Journal of Computer Assisted Radiology and Surgery (1 paper)The International Journal of Robotics Research (1 paper)arXiv (Cornell University) (1 paper)
- Partner nations
- United StatesItalyIsrael
In The Last Decade
Colin Lea
15 papers receiving 1.6k citations
Colin Lea's Hit Papers
Peers
Comparison fields: 5 of 138
- Computer Vision and Pattern Recognition 672
- Health Informatics 38
- Human-Computer Interaction 119
- Signal Processing 178
- Artificial Intelligence 505
Countries citing papers authored by Colin Lea
This map shows the geographic impact of Colin Lea's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Colin Lea with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Colin Lea more than expected).
Fields of papers citing papers by Colin Lea
This network shows the impact of papers produced by Colin Lea. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Colin Lea. The network helps show where Colin Lea may publish in the future.
Co-authors
The 25 scholars most cited alongside Colin Lea, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | Temporal Convolutional Networks for Action Segmentation and Detection Hit paper breakdown → | 2017 | 1148 |
| 2 | 2017 | 182 | |
| 3 | 2016 | 72 | |
| 4 | 2015 | 68 | |
| 5 | 2017 | 63 | |
| 6 | 2015 | 46 | |
| 7 | 2016 | 23 | |
| 8 | 2016 | 19 | |
| 9 | 2011 | 17 | |
| 10 | 2023 | 16 | |
| 11 | Transition State Clustering: Unsupervised Surgical Trajectory Segmentation for Robot Learning. | 2015 | 13 |
| 12 | 3D Sensing Algorithms Towards Building an Intelligent Intensive Care Unit. | 2013 | 11 |
| 13 | 2022 | 4 | |
| 14 | Efficient Segmental Inference for Spatiotemporal Modeling of Fine-grained Actions. | 2016 | 1 |
| 15 | 2024 | 1 | |
| 16 | 2025 | 0 |
About Colin Lea
Colin Lea is a scholar working on Computer Vision and Pattern Recognition, Surgery, Control and Systems Engineering, Artificial Intelligence and Human-Computer Interaction, having authored 16 papers that have together received 1.7k indexed citations. Recurring topics across this work include Human Pose and Action Recognition (6 papers), Robot Manipulation and Learning (4 papers), Hand Gesture Recognition Systems (4 papers), Surgical Simulation and Training (3 papers), Anatomy and Medical Technology (2 papers), Voice and Speech Disorders (2 papers), Context-Aware Activity Recognition Systems (2 papers) and Speech Recognition and Synthesis (2 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (672 citations), Health Informatics (38 citations), Human-Computer Interaction (119 citations), Signal Processing (178 citations) and Artificial Intelligence (505 citations). Colin Lea has collaborated with scholars based in United States, Italy and Israel. Frequent co-authors include Gregory D. Hager, Renè Vidal, Austin Reiter, M. D. Flynn, Benjamı́n Béjar, Shahin Sefati, Narges Ahmidi, Sanjeev Khudanpur, Lingling Tao and Luca Zappella. Their work appears in journals such as IEEE Transactions on Biomedical Engineering, Transactions of the Association for Computational Linguistics, International Journal of Computer Assisted Radiology and Surgery, The International Journal of Robotics Research and arXiv (Cornell University).
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.