Simon Denman

According to our database1, Simon Denman authored at least 149 papers between 2005 and 2021.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2021
Identification of Children at Risk of Schizophrenia via Deep Learning and EEG Responses.
IEEE J. Biomed. Health Informatics, 2021

Detection of Fake and Fraudulent Faces via Neural Memory Networks.
IEEE Trans. Inf. Forensics Secur., 2021

Deep Inverse Reinforcement Learning for Behavior Prediction in Autonomous Driving: Accurate Forecasts of Vehicle Motion.
IEEE Signal Process. Mag., 2021

Memory based fusion for multi-modal deep learning.
Inf. Fusion, 2021

An Efficient Framework for Zero-Shot Sketch-Based Image Retrieval.
CoRR, 2021

2020
Memory Augmented Deep Generative Models for Forecasting the Next Shot Location in Tennis.
IEEE Trans. Knowl. Data Eng., 2020

Heart Sound Segmentation Using Bidirectional LSTMs With Attention.
IEEE J. Biomed. Health Informatics, 2020

Temporarily-Aware Context Modeling Using Generative Adversarial Networks for Speech Activity Detection.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Hierarchical Attention Network for Action Segmentation.
Pattern Recognit. Lett., 2020

Fine-grained action segmentation using the semi-supervised action GAN.
Pattern Recognit., 2020

Neural memory plasticity for medical anomaly detection.
Neural Networks, 2020

Improved reinforcement learning with curriculum.
Expert Syst. Appl., 2020

MTRNet++: One-stage mask-based scene text eraser.
Comput. Vis. Image Underst., 2020

Joint identification-verification for person re-identification: A four stream deep learning approach with improved quartet loss function.
Comput. Vis. Image Underst., 2020

LSTM guided ensemble correlation filter tracking with appearance model pool.
Comput. Vis. Image Underst., 2020

Deep Learning for Medical Anomaly Detection - A Survey.
CoRR, 2020

Patient-independent Epileptic Seizure Prediction using Deep Learning Models.
CoRR, 2020

Domain Generalization in Biosignal Classification.
CoRR, 2020

Fast & Slow Learning: Incorporating Synthetic Gradients in Neural Memory Controllers.
CoRR, 2020

Multi-modal Fusion for Single-Stage Continuous Gesture Recognition.
CoRR, 2020

Memory Based Attentive Fusion.
CoRR, 2020

Meta Transfer Learning for Emotion Recognition.
CoRR, 2020

Understanding the Importance of Heart Sound Segmentation for Heart Anomaly Detection.
CoRR, 2020

End-to-End Domain Adaptive Attention Network for Cross-Domain Person Re-Identification.
CoRR, 2020

Temporarily-Aware Context Modelling using Generative Adversarial Networks for Speech Activity Detection.
CoRR, 2020

Joint Deep Cross-Domain Transfer Learning for Emotion Recognition.
CoRR, 2020

Enhancing Feature Invariance with Learned Image Transformations for Image Retrieval.
CoRR, 2020

Semantic Consistency and Identity Mapping Multi-Component Generative Adversarial Network for Person Re-Identification.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Two-Stream Deep Feature Modelling for Automated Video Endoscopy Data Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Attention Driven Fusion for Multi-Modal Emotion Recognition.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Neural Memory Networks for Seizure Type Classification.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Attention Networks for Multi-Task Signal Analysis.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Sparse Convolutions on Continuous Domains for Point Cloud and Event Stream Networks.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

Geometry-Constrained Car Recognition Using a 3D Perspective Network.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Understanding Patients' Behavior: Vision-Based Analysis of Seizure Disorders.
IEEE J. Biomed. Health Informatics, 2019

Scene Invariant Virtual Gates Using DNNs.
IEEE Trans. Circuits Syst. Video Technol., 2019

Multimodal clothing recognition for semantic search in unconstrained surveillance imagery.
J. Vis. Commun. Image Represent., 2019

Neural Memory Networks for Robust Classification of Seizure Type.
CoRR, 2019

Exploiting Human Social Cognition for the Detection of Fake and Fraudulent Faces via Memory Networks.
CoRR, 2019

Neural Memory Plasticity for Anomaly Detection.
CoRR, 2019

Coupled Generative Adversarial Network for Continuous Fine-Grained Action Segmentation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

MTRNet: A Generic Scene Text Eraser.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Neighbourhood Context Embeddings in Deep Inverse Reinforcement Learning for Predicting Pedestrian Motion Over Long Time Horizons.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Predicting the Future: A Jointly Learnt Model for Action Anticipation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Motion Signatures for the Analysis of Seizure Evolution in Epilepsy.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Vision-Based Mouth Motion Analysis in Epilepsy: A 3D Perspective.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Object Graph Networks for Spatial Language Grounding.
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Forecasting Future Action Sequences with Neural Memory Networks.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
Fruit Quantity and Ripeness Estimation Using a Robotic Vision System.
IEEE Robotics Autom. Lett., 2018

<i>Soft</i> + <i>Hardwired</i> attention: An LSTM framework for human trajectory prediction and abnormal event detection.
Neural Networks, 2018

Tree Memory Networks for modelling long-term temporal dependencies.
Neurocomputing, 2018

Component-based Attention for Large-scale Trademark Retrieval.
CoRR, 2018

Fruit Quantity and Quality Estimation using a Robotic Vision System.
CoRR, 2018

A Deep Four-Stream Siamese Convolutional Neural Network with Joint Verification and Identification Loss for Person Re-Detection.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Task Specific Visual Saliency Prediction with Memory Augmented Conditional Generative Adversarial Networks.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Tracking by Prediction: A Deep Generative Model for Mutli-person Localisation and Tracking.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Pedestrian Trajectory Prediction with Structured Memory Hierarchies.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Calibrating Cameras in Poor-Conditioned Pitch-Based Sports Games.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Deep Motion Analysis for Epileptic Seizure Classification.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Skeleton Driven Non-Rigid Motion Tracking and 3D Reconstruction.
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Deep Decision Trees for Discriminative Dictionary Learning With Adversarial Multi-Agent Trajectories.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Semantic Person Retrieval in Surveillance Using Soft Biometrics: AVSS 2018 Challenge II.
Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

Learning Temporal Strategic Relationships using Generative Adversarial Imitation Learning.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Rethinking Planar Homography Estimation Using Perspective Fields.
Proceedings of the Computer Vision - ACCV 2018, 2018

Multi-level Sequence GAN for Group Activity Recognition.
Proceedings of the Computer Vision - ACCV 2018, 2018

GD-GAN: Generative Adversarial Networks for Trajectory Prediction and Group Detection in Crowds.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
Locating People in Surveillance Video Using Soft Biometric Traits.
Proceedings of the Handbook of Biometrics for Forensic Science, 2017

Soft + Hardwired Attention: An LSTM Framework for Human Trajectory Prediction and Abnormal Event Detection.
CoRR, 2017

Joint Max Margin and Semantic Features for Continuous Event Detection in Complex Scenes.
CoRR, 2017

Two Stream LSTM: A Deep Fusion Framework for Human Action Recognition.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

From Affine Rank Minimization Solution to Sparse Modeling.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Single image depth prediction using super-column super-pixel features.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Deep discovery of facial motions using a shallow embedding layer.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Going Deeper: Autonomous Steering with Neural Memory Networks.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Using Synthetic Data to Improve Facial Expression Analysis with 3D Convolutional Networks.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016
Detecting rare events using Kullback-Leibler divergence: A weakly supervised approach.
Expert Syst. Appl., 2016

Discovery of facial motions using deep machine perception.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

A robust UAV landing site detection system using mid-level discriminative patches.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Vertical Axis Detection for Sport Video Analytics.
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

Complex Event Detection Using Joint Max Margin and Semantic Features.
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

2015
Score-Level Multibiometric Fusion Based on Dempster-Shafer Theory Incorporating Uncertainty Factors.
IEEE Trans. Hum. Mach. Syst., 2015

An Efficient and Robust System for Multiperson Event Detection in Real-World Indoor Surveillance Scenes.
IEEE Trans. Circuits Syst. Video Technol., 2015

Searching for people using semantic soft biometric descriptions.
Pattern Recognit. Lett., 2015

Automatic surveillance in transportation hubs: No longer just about catching the bad guy.
Expert Syst. Appl., 2015

An evaluation of crowd counting methods, features and regression models.
Comput. Vis. Image Underst., 2015

Class-specific sparse codes for representing activities.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Detecting rare events using Kullback-Leibler divergence.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Searching for semantic person queries using channel representations.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Closed-Form Solutions for Low-Rank Non-Rigid Reconstruction.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

Robust Automatic Face Clustering in News Video.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

Learning Temporal Alignment Uncertainty for Efficient Event Detection.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

Large scale monitoring of crowds and building utilisation: A new database and distributed approach.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

2014
Real-time video event detection in crowded scenes using MPEG derived features: A multiple instance learning approach.
Pattern Recognit. Lett., 2014

Scene invariant multi camera crowd counting.
Pattern Recognit. Lett., 2014

Local inter-session variability modelling for object classification.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Activity recognition using binary tree SVM.
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014

SAIVT-ADMRG @ MediaEval 2014 Social Event Detection.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Multiple Instance Dictionary Learning for Activity Representation.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Locating People in Video from Semantic Descriptions: A New Database and Approach.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Supervised Latent Dirichlet Allocation Models for Efficient Activity Representation.
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014

Automatic UAV Forced Landing Site Detection Using Machine Learning.
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014

An MRF based abnormal event detection approach using motion and appearance features.
Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

2013
Feature-domain super-resolution for iris recognition.
Comput. Vis. Image Underst., 2013

Semi-Binary Based Video Features for Activity Representation.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

An Evaluation of Different Features and Learning Models for Anomalous Event Detection.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

Quality Based Frame Selection for Face Clustering in News Video.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

Histogram of Weighted Local Directions for Gait Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Recognising Team Activities from Noisy Data.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Scene Invariant Crowd Counting and Crowd Occupancy Analysis.
Proceedings of the Video Analytics for Business Intelligence, 2012

Identifying Customer Behaviour and Dwell Time Using Soft Biometrics.
Proceedings of the Video Analytics for Business Intelligence, 2012

A Mask-Based Approach for the Geometric Calibration of Thermal-Infrared Cameras.
IEEE Trans. Instrum. Meas., 2012

Why multi-layered security is still the best defence.
Netw. Secur., 2012

SAIVT-QUT@TRECVid 2012: Interactive Surveillance Event Detection.
Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

Quality based frame selection for video face recognition.
Proceedings of the 6th International Conference on Signal Processing and Communication Systems, 2012

Spatio Temporal Feature Evaluation for Action Recognition.
Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

The Backfilled GEI - A Cross-Capture Modality Gait Feature for Frontal and Side-View Gait Recognition.
Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

Anomalous Event Detection Using a Semi-Two Dimensional Hidden Markov Model.
Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

Can You Describe Him for Me? A Technique for Semantic Person Search in Video.
Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

A Database for Person Re-Identification in Multi-Camera Surveillance Networks.
Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

Feature-domain super-resolution framework for Gabor-based face and iris recognition.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Activity Analysis in Complicated Scenes Using DFT Coefficients of Particle Trajectories.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

Unusual Scene Detection Using Distributed Behaviour Model and Sparse Representation.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

2011
Quality-Driven Super-Resolution for Less Constrained Iris Recognition at a Distance and on the Move.
IEEE Trans. Inf. Forensics Secur., 2011

Gait energy volumes and frontal gait recognition using depth images.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

Activity Modelling in Crowded Environments: A Soft-Decision Approach.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Unusual Event Detection in Crowded Scenes Using Bag of LBPs in Spatio-Temporal Patches.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

An Exploration of Feature Detector Performance in the Thermal-Infrared Modality.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Compressive Sensing for Gait Recognition.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Scene Invariant Crowd Counting.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Evaluating Automatic Road Detection across a Large Aerial Imagery Collection.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

3D ellipsoid fitting for multi-view gait recognition.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

Textures of optical flow for real-time anomaly detection in crowds.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

Determining operational measures from multi-camera surveillance systems using soft biometrics.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2010
Multi-spectral fusion for surveillance systems.
Comput. Electr. Eng., 2010

Accurate silhouette segmentation using motion detection and graph cuts.
Proceedings of the 10th International Conference on Information Sciences, 2010

Accurate Silhouettes for Surveillance - Improved Motion Segmentation Using Graph Cuts.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

Crowd Counting Using Group Tracking and Local Features.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

Multi-Modal Object Tracking using Dynamic Performance Metrics.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

2009
Crowd Counting Using Multiple Local Features.
Proceedings of the DICTA 2009, 2009

Improved Simultaneous Computation of Motion Detection and Optical Flow for Object Tracking.
Proceedings of the DICTA 2009, 2009

Soft-Biometrics: Unconstrained Authentication in a Surveillance Environment.
Proceedings of the DICTA 2009, 2009

Dynamic Performance Measures for Object Tracking Systems.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

2007
An adaptive optical flow technique for person tracking systems.
Pattern Recognit. Lett., 2007

Automatic Tracking, Super-Resolution and Recognition of Human Faces from Surveillance Video.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2007), 2007

Robust Real Time Multi-Layer Foreground Segmentation.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2007), 2007

2006
Multi-view Intelligent Vehicle Surveillance System.
Proceedings of the Advanced Video and Signal Based Surveillance, 2006

A Multi-Class Tracker Using a Scalable Condensation Filter.
Proceedings of the Advanced Video and Signal Based Surveillance, 2006

2005
Tracking people in 3D using position, size and shape.
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005

Adaptive Optical Flow for Person Tracking.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005


  Loading...