Conrad Sanderson

Sarvnaz Karimi

Alexandra Bratanova

Claire K. Naughtin

CoRR, 2023

A Neural Emulator for Uncertainty Estimation of Fire Propagation.

[BibT_eX]

[DOI]

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

Implementing Responsible AI: Tensions and Trade-Offs Between Ethics Aspects.

[BibT_eX]

[DOI]

David Douglas

Qinghua Lu

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

Bayesian Physics Informed Neural Networks for Data Assimilation and Spatio-Temporal Modelling of Wildfires.

[BibT_eX]

[DOI]

Joel Janek Dabrowski

Daniel Edward Pagendam

CoRR, 2022

Towards Operationalising Responsible AI: An Empirical Study.

[BibT_eX]

[DOI]

CoRR, 2022

A Spatio-Temporal Neural Network Forecasting Approach for Emulation of Firefront Models.

[BibT_eX]

[DOI]

Proceedings of the Signal Processing: Algorithms, 2022

Software engineering for Responsible AI: An empirical study and operationalised patterns.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2022

Towards Implementing Responsible AI.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Drone-Based Autonomous Motion Planning System for Outdoor Environments under Object Detection Uncertainty.

[BibT_eX]

[DOI]

Remote. Sens., 2021

PyArmadillo: a streamlined linear algebra library for Python.

[BibT_eX]

[DOI]

Jason Rumengan

Terry Yue Zhuo

J. Open Source Softw., 2021

The ensmallen library for flexible numerical optimization.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2021

AI Ethics Principles in Practice: Perspectives of Designers and Developers.

[BibT_eX]

[DOI]

CoRR, 2021

Opportunistic Emulation of Computationally Expensive Simulations via Deep Learning.

[BibT_eX]

[DOI]

Daniel Edward Pagendam

Brendan Power

Frederick Bennett

Ross Darnell

CoRR, 2021

A Multi-UAV System for Exploration and Target Finding in Cluttered and GPS-Denied Environments.

[BibT_eX]

[DOI]

CoRR, 2021

2020

UAV Framework for Autonomous Onboard Navigation and People/Object Detection in Cluttered Indoor Environments.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Flexible numerical optimization with ensmallen.

[BibT_eX]

[DOI]

CoRR, 2020

Surrogate Assisted Optimisation for Travelling Thief Problems.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Symposium on Combinatorial Search, 2020

An Adaptive Solver for Systems of Linear Equations.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Signal Processing and Communication Systems, 2020

2019

A Cooperative Coordination Solver for Travelling Thief Problems.

[BibT_eX]

[DOI]

CoRR, 2019

A Profit Guided Coordination Heuristic for Travelling Thief Problems.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Symposium on Combinatorial Search, 2019

2018

User-Friendly Sparse Matrices with Hybrid Storage and Template-Based Expression Optimisation.

[BibT_eX]

[DOI]

CoRR, 2018

ensmallen: a flexible C++ library for efficient function optimization.

[BibT_eX]

[DOI]

CoRR, 2018

A User-Friendly Hybrid Sparse Matrix Class in C++.

[BibT_eX]

[DOI]

Proceedings of the Mathematical Software - ICMS 2018, 2018

Diversified Late Acceptance Search.

[BibT_eX]

[DOI]

Majid Namazi

M. A. Hakim Newton

Md. Masbaul Alam Polash

Abdul Sattar

Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018

2017

gmm_diag and gmm_full: C++ classes for multi-threaded Gaussian mixture models and Expectation-Maximisation.

[BibT_eX]

[DOI]

J. Open Source Softw., 2017

An open source C++ implementation of multi-threaded Gaussian mixture models, k-means and expectation maximisation.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Signal Processing and Communication Systems, 2017

2016

Sparse Coding on Symmetric Positive Definite Manifolds Using Bregman Divergences.

[BibT_eX]

[DOI]

Richard I. Hartley

IEEE Trans. Neural Networks Learn. Syst., 2016

Armadillo: a template-based C++ library for linear algebra.

[BibT_eX]

[DOI]

J. Open Source Softw., 2016

Fine-grained classification via mixture of deep convolutional neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Comparative Evaluation of Action Recognition Methods via Riemannian Manifolds, Fisher Vectors and GMMs: Ideal and Challenging Conditions.

[BibT_eX]

[DOI]

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2016

Joint Recognition and Segmentation of Actions via Probabilistic Integration of Spatio-Temporal Fisher Vectors.

[BibT_eX]

[DOI]

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2016

Towards Miss Universe automatic prediction: The evening gown competition.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Exploiting Temporal Information for DCNN-Based Fine-Grained Object Classification.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

2015

Extrinsic Methods for Coding and Dictionary Learning on Grassmann Manifolds.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2015

Log-Euclidean bag of words for human action recognition.

[BibT_eX]

[DOI]

Masoud Faraki

Maziar Palhang

IET Comput. Vis., 2015

Modelling local deep convolutional neural network features to improve fine-grained image classification.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Fine-grained bird species recognition via hierarchical subset learning.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Bags of Affine Subspaces for Robust Object Tracking.

[BibT_eX]

[DOI]

Chris McCool

Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

Subset feature learning for fine-grained category classification.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Content Specific Feature Learning for Fine-Grained Plant Classification.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2015, 2015

2014

Automatic classification of Human Epithelial type 2 cell Indirect Immunofluorescence images using Cell Pyramid Matching.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

On robust face recognition via sparse coding: the good, the bad and the ugly.

[BibT_eX]

[DOI]

IET Biom., 2014

RcppArmadillo: Accelerating R with high-performance C++ linear algebra.

[BibT_eX]

[DOI]

Dirk Eddelbuettel

Comput. Stat. Data Anal., 2014

Improved Object Tracking via Bags of Affine Subspaces.

[BibT_eX]

[DOI]

Chris McCool

CoRR, 2014

Object tracking via non-Euclidean geometry: A Grassmann approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Matching image sets via adaptive multi convex hull.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Summarisation of short-term and long-term videos using texture and colour.

[BibT_eX]

[DOI]

Johanna Carvajal

Chris McCool

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Random projections on manifolds of Symmetric Positive Definite matrices for image classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Multi-Action Recognition via Stochastic Modelling of Optical Flow and Gradients.

[BibT_eX]

[DOI]

Proceedings of the MLSDA 2014 2nd Workshop on Machine Learning for Sensory Data Analysis, 2014

2013

Improved Foreground Detection via Block-Based Classifier Cascade With Probabilistic Decision Integration.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2013

Kernel analysis on Grassmann manifolds for action recognition.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2013

Video Face Matching using Subset Selection and Clustering of Probabilistic Multi-Region Histograms

[BibT_eX]

[DOI]

CoRR, 2013

On Robust Face Recognition via Sparse Encoding: the Good, the Bad, and the Ugly

[BibT_eX]

[DOI]

CoRR, 2013

Classification of Human Epithelial type 2 cell indirect immunofluoresence images via codebook based descriptors.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

Spatio-temporal covariance descriptors for action and gesture recognition.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

Relational divergence based classification on Riemannian manifolds.

[BibT_eX]

[DOI]

Azadeh Alavi

Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

Multi-shot person re-identification via relational Stein divergence.

[BibT_eX]

[DOI]

Azadeh Alavi

Yan Yang

Proceedings of the IEEE International Conference on Image Processing, 2013

Dictionary Learning and Sparse Coding on Grassmann Manifolds: An Extrinsic Solution.

[BibT_eX]

[DOI]

Chunhua Shen

Proceedings of the IEEE International Conference on Computer Vision, 2013

Improved Image Set Classification via Joint Sparse Approximated Nearest Subspaces.

[BibT_eX]

[DOI]

Shaokang Chen

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Shadow detection: A survey and comparative evaluation of recent methods.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

Kernel analysis over Riemannian manifolds for visual recognition of actions, pedestrians and textures.

[BibT_eX]

[DOI]

Arnold Wiliem

Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

On robust biometric identity verification via sparse encoding of faces: Holistic vs local approaches.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Clustering on Grassmann manifolds via kernel embedding with application to action analysis.

[BibT_eX]

[DOI]

Azadeh Alavi

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

K-tangent spaces on Riemannian manifolds for improved pedestrian detection.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Sparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel Approach.

[BibT_eX]

[DOI]

Richard I. Hartley

Proceedings of the Computer Vision - ECCV 2012, 2012

Combined Learning of Salient Local Descriptors and Distance Metrics for Image Set Face Verification.

[BibT_eX]

[DOI]

Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

2011

A Low-Complexity Algorithm for Static Background Estimation from Cluttered Image Sequences in Surveillance Contexts.

[BibT_eX]

[DOI]

EURASIP J. Image Video Process., 2011

Face Recognition from Still Images to Video Sequences: A Local-Feature-Based Framework.

[BibT_eX]

[DOI]

Shaokang Chen

Sandra Mau

Abbas Bigdeli

EURASIP J. Image Video Process., 2011

Ensemble of furthest subspace pairs for enhanced image set matching.

[BibT_eX]

[DOI]

Abbas Bigdeli

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Summarisation of surveillance videos by key-frame selection.

[BibT_eX]

[DOI]

Proceedings of the 2011 Fifth ACM/IEEE International Conference on Distributed Smart Cameras, 2011

Patch-based probabilistic image quality assessment for face selection and improved video-based face recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Improved anomaly detection in crowded scenes via cell-based analysis of foreground speed, size and texture.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Graph embedding discriminant analysis on Grassmannian manifolds for improved image set matching.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Dynamic Amelioration of Resolution Mismatches for Local Feature Based Identity Inference.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Improved Shadow Removal for Robust Person Tracking in Surveillance Scenarios.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Robust Foreground Object Segmentation via Adaptive Region-Based Background Modelling.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation.

[BibT_eX]

[DOI]

Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010

Adaptive Patch-Based Background Modelling for Improved Foreground Object Segmentation and Tracking.

[BibT_eX]

[DOI]

Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

MRF-Based Background Initialisation for Improved Foreground Detection in Cluttered Surveillance Videos.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2010, 2010

2009

Intelligent CCTV for Mass Transport Security: Challenges and Opportunities for Video and Face Processing.

[BibT_eX]

[DOI]

Proceedings of the Progress in Computer Vision and Image Analysis, 2009

An efficient and robust sequential algorithm for background estimation in video surveillance.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

An efficient background estimation algorithm for embedded smart cameras.

[BibT_eX]

[DOI]

Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009

Multi-Region Probabilistic Histograms for Robust and Scalable Identity Inference.

[BibT_eX]

[DOI]

Proceedings of the Advances in Biometrics, Third International Conference, 2009

Regression Based Non-frontal Face Synthesis for Improved Identity Verification.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

Learning-based Face Synthesis for Pose-Robust Recognition from Single Image.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2009

2008

On statistical approaches to target silhouette classification in difficult conditions.

[BibT_eX]

[DOI]

Danny Gibbins

Stephen J. Searle

Digit. Signal Process., 2008

Tracking of persons for video surveillance of unattended environments.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Representative feature chain for single gallery image face recognition.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

On intelligent surveillance systems and face recognition for mass transport security.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Control, 2008

Experimental Analysis of Face Recognition on Still and CCTV Images.

[BibT_eX]

[DOI]

Proceedings of the Fifth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2008

2007

Towards robust face recognition for Intelligent-CCTV based surveillance using one gallery image.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

Classifying and tracking multiple persons for proactive surveillance of mass transport systems.

[BibT_eX]

[DOI]

Suyu Kong

Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

Towards Pose-Invariant 2D Face Classification for Surveillance.

[BibT_eX]

[DOI]

Ting Shan

Proceedings of the Analysis and Modeling of Faces and Gestures, 2007

2006

User authentication via adapted statistical models of face images.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2006

On transforming statistical models for non-frontal face verification.

[BibT_eX]

[DOI]

Yongsheng Gao

Pattern Recognit., 2006

On Authorship Attribution via Markov Chains and Sequence Kernels.

[BibT_eX]

[DOI]

Simon Günter

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Short Text Authorship Attribution via Sequence Kernels, Markov Chains and Author Unmasking: An Investigation.

[BibT_eX]

[DOI]

Simon Günter

Proceedings of the EMNLP 2006, 2006

An Efficient Alternative to SVM Based Recursive Feature Elimination with Applications in Natural Language Processing and Bioinformatics.

[BibT_eX]

[DOI]

Justin Bedo

Adam Kowalczyk

Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

2005

On Local Features for GMM Based Face Verification.

[BibT_eX]

[DOI]

Marc Saban

Yongsheng Gao

Proceedings of the Third International Conference on Information Technology and Applications (ICITA 2005), 2005

On Accuracy/Robustness/Complexity Trade-Offs in Face Verification.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Information Technology and Applications (ICITA 2005), 2005

2004

Identity verification using speech and face information.

[BibT_eX]

[DOI]

Digit. Signal Process., 2004

Face Authentication Test on the BANCA Database.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Statistical transformations of frontal models for non-frontal face verification.

[BibT_eX]

[DOI]

Proceedings of the 2004 International Conference on Image Processing, 2004

Spectral Subband Centroids as Complementary Features for Speaker Authentication.

[BibT_eX]

[DOI]

Norman Poh Hoon Thian

Proceedings of the Biometric Authentication, First International Conference, 2004

Face Authentication Competition on the BANCA Database.

[BibT_eX]

[DOI]

Proceedings of the Biometric Authentication, First International Conference, 2004

Face Verification Using Adapted Generative Models.

[BibT_eX]

[DOI]

Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

2003

Features for robust face-based identity verification.

[BibT_eX]

[DOI]

Signal Process., 2003

Fast features for face authentication under illumination direction changes.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2003

Structurally noise resistant classifier for multi-modal person verification.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2003

Noise compensation in a person verification system using face and multiple speech feature.

[BibT_eX]

[DOI]

Mohamed Faouzi BenZeghiba

Pattern Recognit., 2003

Speech & face based biometric authentication at IDIAP.

[BibT_eX]

[DOI]

Sébastien Marcel

Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Noise resistant audio-visual verification via structural constraints.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Robust Features for Frontal Face Authentication in Difficult Image Conditions.

[BibT_eX]

[DOI]

Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003

Face Verification Competition on the XM2VTS Database.

[BibT_eX]

[DOI]

Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003

Comparison of MLP and GMM Classifiers for Face Verification on XM2VTS.

[BibT_eX]

[DOI]

Sébastien Marcel

Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003

2002

Polynomial features for robust face authentication.

[BibT_eX]

[DOI]

Proceedings of the 2002 International Conference on Image Processing, 2002

Likelihood normalization for face authentication in variable recording conditions.

[BibT_eX]

[DOI]

Proceedings of the 2002 International Conference on Image Processing, 2002

2001

Information fusion for robust speaker verification.

[BibT_eX]

[DOI]

Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

Noise compensation in a multi-modal verification system.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2001

Joint Cohort Normalization in a Multi-Feature Speaker Verification System.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

1999

Multi-modal person verification system based on face profiles and speech.

[BibT_eX]

[DOI]