Simon Denman

6.3k citations

180 papers · 4.3k · 1 hit paper · h-index 36

Impact in

Computer Vision and Pattern Recognition top 0.5%
- Video Surveillance and Tracking Methods
- Human Pose and Action Recognition
- Advanced Image and Video Retrieval Techniques
- Advanced Neural Network Applications
Signal Processing top 2%

Papers in

Computer Vision and Pattern Recognition 119
- Video Surveillance and Tracking Methods 69
- Human Pose and Action Recognition 43
- Advanced Image and Video Retrieval Techniques 19
- Face recognition and analysis 15
- Advanced Vision and Imaging 14
Artificial Intelligence 62
- Anomaly Detection Techniques and Applications 41

Co-authors: Clinton Fookes (158 shared papers)Sridha Sridharan (143 shared papers)Tharindu Fernando (29 shared papers)David Ryan (14 shared papers)David Ahmedt‐Aristizabal (21 shared papers)Harshala Gammulle (10 shared papers)Kien Nguyen (14 shared papers)Theekshana Dissanayake (7 shared papers)
Journals: Computer Vision and Image Understanding (6 papers)Pattern Recognition Letters (5 papers)Pattern Recognition (5 papers)IEEE Journal of Biomedical and Health Informatics (5 papers)IEEE Transactions on Circuits and Systems for Video Technology (3 papers)
Partner nations: Australia United States Germany

In The Last Decade

Simon Denman

171 papers receiving 4.1k citations

Simon Denman's Hit Papers

align trajectories log scale

Deep Learning for Patient-Independent Epileptic Seizure Prediction Using Scalp EEG Signals 2021 · 133 citations

Peers

Countries citing papers authored by Simon Denman

Since Specialization

Citations

This map shows the geographic impact of Simon Denman'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 Simon Denman with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Simon Denman more than expected).

Fields of papers citing papers by Simon Denman

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Simon Denman. 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 Simon Denman. The network helps show where Simon Denman may publish in the future.

Co-authors

The 25 scholars most cited alongside Simon Denman, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Simon Denman Line = papers co-authored together Simon Denman links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 180 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Soft + Hardwired attention: An LSTM framework for human trajectory prediction and abnormal event detection Neural Networks ·Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes	2018	278
2	Crowd Counting Using Multiple Local Features QUT ePrints (Queensland University of Technology) ·David Ryan, Simon Denman, Clinton Fookes, Sridha Sridharan	2009	238
3	Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future Sensors ·David Ahmedt‐Aristizabal, Mohammad Ali Armin, Simon Denman, Clinton Fookes, Lars Petersson	2021	156
4	Two Stream LSTM: A Deep Fusion Framework for Human Action Recognition QUT ePrints (Queensland University of Technology) ·Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes	2017	134
5	Deep Learning for Patient-Independent Epileptic Seizure Prediction Using Scalp EEG Signals IEEE Sensors Journal ·Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes Hit paper breakdown →	2021	133
6	Gait energy volumes and frontal gait recognition using depth images QUT ePrints (Queensland University of Technology) ·Sabesan Sivapalan, Daniel Chen, Simon Denman, Sridha Sridharan, Clinton Fookes	2011	123
7	An evaluation of crowd counting methods, features and regression models Computer Vision and Image Understanding ·David Ryan, Simon Denman, Sridha Sridharan, Clinton Fookes	2014	107
8	Fruit Quantity and Ripeness Estimation Using a Robotic Vision System IEEE Robotics and Automation Letters ·Michael Halstead, Chris McCool, Simon Denman, Tristán Pérez, Clinton Fookes	2018	102
9	A Database for Person Re-Identification in Multi-Camera Surveillance Networks Alina Bialkowski, Simon Denman, Sridha Sridharan, Clinton Fookes, Patrick Lucey	2012	101
10	Geometric Deep Learning for Subject Independent Epileptic Seizure Prediction Using Scalp EEG Signals IEEE Journal of Biomedical and Health Informatics ·Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes	2021	87
11	A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection Without Segmentation IEEE Journal of Biomedical and Health Informatics ·Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan, Houman Ghaemmaghami, Clinton Fookes	2020	78
12	A survey on graph-based deep learning for computational histopathology Computerized Medical Imaging and Graphics ·David Ahmedt‐Aristizabal, Mohammad Ali Armin, Simon Denman, Clinton Fookes, Lars Petersson	2021	77
13	Automated detection of koalas using low-level aerial surveillance and machine learning Scientific Reports ·Evangeline Corcoran, Simon Denman, Jon Hanger, (unknown), Grant Hamilton	2019	72
14	Identification of Children at Risk of Schizophrenia via Deep Learning and EEG Responses IEEE Journal of Biomedical and Health Informatics ·David Ahmedt‐Aristizabal, Tharindu Fernando, Simon Denman, Jonathan Robinson, Sridha Sridharan, Patrick Johnston, Kristin R. Laurens, Clinton Fookes	2020	70
15	Heart Sound Segmentation using Bidirectional LSTMs with Attention QUT ePrints (Queensland University of Technology) ·(unknown), Houman Ghaemmaghami, Simon Denman, Sridha Sridharan, Nayyar Hussain, Clinton Fookes	2020	63
16	Deep Inverse Reinforcement Learning for Behavior Prediction in Autonomous Driving: Accurate Forecasts of Vehicle Motion IEEE Signal Processing Magazine ·Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes	2020	63
17	Local inter-session variability modelling for object classification QUT ePrints (Queensland University of Technology) ·Kaneswaran Anantharajah, Zongyuan Ge, Chris McCool, Simon Denman, Clinton Fookes, Peter Corke, Dian Tjondronegoro, Sridha Sridharan	2014	57
18	Using Synthetic Data to Improve Facial Expression Analysis with 3D Convolutional Networks QUT ePrints (Queensland University of Technology) ·Iman Abbasnejad, Sridha Sridharan, Dung Nguyen, Simon Denman, Clinton Fookes, Simon Lucey	2017	56
19	Predicting the Future: A Jointly Learnt Model for Action Anticipation Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes	2019	55
20	Attention Driven Fusion for Multi-Modal Emotion Recognition QUT ePrints (Queensland University of Technology) ·Darshana Priyasad, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes	2020	55

About Simon Denman

Simon Denman is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Signal Processing, Biomedical Engineering and Cognitive Neuroscience, having authored 180 papers that have together received 4.3k indexed citations. Recurring topics across this work include Video Surveillance and Tracking Methods (69 papers), Human Pose and Action Recognition (43 papers), Anomaly Detection Techniques and Applications (41 papers), Advanced Image and Video Retrieval Techniques (19 papers), Gait Recognition and Analysis (16 papers), EEG and Brain-Computer Interfaces (15 papers), Face recognition and analysis (15 papers) and Advanced Vision and Imaging (14 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (2.4k citations), Signal Processing (455 citations), Artificial Intelligence (1.4k citations), Cognitive Neuroscience (586 citations) and Safety, Risk, Reliability and Quality (261 citations). Simon Denman has collaborated with scholars based in Australia, United States and Germany. Frequent co-authors include Clinton Fookes, Sridha Sridharan, Tharindu Fernando, David Ryan, David Ahmedt‐Aristizabal, Harshala Gammulle, Kien Nguyen, Theekshana Dissanayake, Mohammad Ali Armin and Lars Petersson. Their work appears in journals such as Computer Vision and Image Understanding, Pattern Recognition Letters, Pattern Recognition, IEEE Journal of Biomedical and Health Informatics and IEEE Transactions on Circuits and Systems for Video Technology.

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.

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Simon Denman's Hit Papers

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About Simon Denman

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