Conrad Sanderson

179 papers A* 4A 12B 25C 2Misc 3Journal 91Unranked 41
YearRankTypeTitle / Venue / Authors
2025 J jnl
Armadillo: An Efficient Framework for Numerical Linear Algebra.
CoRR
Conrad Sanderson, Ryan R. Curtin
2025 — conf
Armadillo: an Efficient Framework for Numerical Linear Algebra.
ICCAE
Conrad Sanderson, Ryan R. Curtin
2025 J jnl
Bandicoot: A Templated C++ Library for GPU Linear Algebra.
CoRR
Ryan R. Curtin, Marcus Edel, Conrad Sanderson
2025 — conf
Predicting Graph Structure via Adapted Flux Balance Analysis.
AI (1)
Sevvandi Kandanaarachchi, Ziqi Xu, Stefan Westerlund, Conrad Sanderson
2025 J jnl
Predicting Graph Structure via Adapted Flux Balance Analysis.
CoRR
Sevvandi Kandanaarachchi, Ziqi Xu, Stefan Westerlund, Conrad Sanderson
2024 — conf
Approximate Nearest Neighbour Search on Dynamic Datasets: An Investigation.
AI (2)
Ben Harwood, Amir Dezfouli, Iadine Chades, Conrad Sanderson
2024 J jnl
Approximate Nearest Neighbour Search on Dynamic Datasets: An Investigation.
CoRR
Ben Harwood, Amir Dezfouli, Iadine Chades, Conrad Sanderson
2024 — conf
Extreme Value Modelling of Feature Residuals for Anomaly Detection in Dynamic Graphs.
ISCMI
Sevvandi Kandanaarachchi, Conrad Sanderson, Rob J. Hyndman
2024 J jnl
Extreme Value Modelling of Feature Residuals for Anomaly Detection in Dynamic Graphs.
CoRR
Sevvandi Kandanaarachchi, Conrad Sanderson, Rob J. Hyndman
2024 — conf
Resolving Ethics Trade-offs in Implementing Responsible AI.
CAI
Conrad Sanderson, Emma Schleiger, David Douglas, Petra Kuhnert, Qinghua Lu
2024 J jnl
Resolving Ethics Trade-offs in Implementing Responsible AI.
CoRR
Conrad Sanderson, Emma Schleiger, David Douglas, Petra Kuhnert, Qinghua Lu
2023 — conf
A Neural Emulator for Uncertainty Estimation of Fire Propagation.
INNS DLIA@IJCNN
Andrew Bolt, Conrad Sanderson, Joel Janek Dabrowski, Carolyn Huston, Petra Kuhnert
2023 J jnl
A Neural Emulator for Uncertainty Estimation of Fire Propagation.
CoRR
Andrew Bolt, Conrad Sanderson, Joel Janek Dabrowski, Carolyn Huston, Petra Kuhnert
2023 J jnl
Artificial intelligence adoption in the physical sciences, natural sciences, life sciences, social sciences and the arts and humanities: A bibliometric analysis of research publications from 1960-2021.
CoRR
Stefan Hajkowicz, Conrad Sanderson, Sarvnaz Karimi, Alexandra Bratanova, Claire K. Naughtin
2023 J jnl
Bandicoot: C++ Library for GPU Linear Algebra and Scientific Computing.
CoRR
Ryan R. Curtin, Marcus Edel, Conrad Sanderson
2023 B conf
Implementing Responsible AI: Tensions and Trade-Offs Between Ethics Aspects.
IJCNN
Conrad Sanderson, David Douglas, Qinghua Lu
2023 J jnl
Implementing Responsible AI: Tensions and Trade-Offs Between Ethics Aspects.
CoRR
Conrad Sanderson, David Douglas, Qinghua Lu
2023 J jnl
Reducing Object Detection Uncertainty from RGB and Thermal Data for UAV Outdoor Surveillance.
CoRR
Juan Sandino, Peter A. Caccetta, Conrad Sanderson, Frédéric Maire, Felipe Gonzalez
2023 J jnl
Solving Travelling Thief Problems using Coordination Based Methods.
CoRR
Majid Namazi, M. A. Hakim Newton, Conrad Sanderson, Abdul Sattar
2023 J jnl
Solving travelling thief problems using coordination based methods.
J. Heuristics
Majid Namazi, M. A. Hakim Newton, Conrad Sanderson, Abdul Sattar
2023 J jnl
mlpack 4: a fast, header-only C++ machine learning library.
CoRR
Ryan R. Curtin, Marcus Edel, Omar Shrit, Shubham Agrawal, Suryoday Basak, James Joseph Balamuta, Ryan Birmingham, Kartik Dutt, Dirk Eddelbuettel, Rishabh Garg, Shikhar Jaiswal, Aakash Kaushik, Sangyeon Kim, Anjishnu Mukherjee, Nanubala Gnana Sai, Nippun Sharma, Yashwant Singh Parihar, Roshan Swain, Conrad Sanderson
2023 J jnl
mlpack 4: a fast, header-only C++ machine learning library.
J. Open Source Softw.
Ryan R. Curtin, Marcus Edel, Omar Shrit, Shubham Agrawal, Suryoday Basak, James Joseph Balamuta, Ryan Birmingham, Kartik Dutt, Dirk Eddelbuettel, Rishabh Garg, Shikhar Jaiswal, Aakash Kaushik, Sangyeon Kim, Anjishnu Mukherjee, Nanubala Gnana Sai, Nippun Sharma, Yashwant Singh Parihar, Roshan Swain, Conrad Sanderson
2022 — conf
A Spatio-Temporal Neural Network Forecasting Approach for Emulation of Firefront Models.
SPA
Andrew Bolt, Carolyn Huston, Petra Kuhnert, Joel Janek Dabrowski, James Hilton, Conrad Sanderson
2022 J jnl
A Spatio-Temporal Neural Network Forecasting Approach for Emulation of Firefront Models.
CoRR
Andrew Bolt, Carolyn Huston, Petra Kuhnert, Joel Janek Dabrowski, James Hilton, Conrad Sanderson
2022 J jnl
Bayesian Physics Informed Neural Networks for Data Assimilation and Spatio-Temporal Modelling of Wildfires.
CoRR
Joel Janek Dabrowski, Daniel Edward Pagendam, James Hilton, Conrad Sanderson, Daniel MacKinlay, Carolyn Huston, Andrew Bolt, Petra Kuhnert
2022 — conf
Software engineering for Responsible AI: An empirical study and operationalised patterns.
ICSE (SEIP)
Qinghua Lu, Liming Zhu, Xiwei Xu, Jon Whittle, David Douglas, Conrad Sanderson
2022 B conf
Towards Implementing Responsible AI.
IEEE Big Data
Conrad Sanderson, Qinghua Lu, David Douglas, Xiwei Xu, Liming Zhu, Jon Whittle
2022 J jnl
Towards Operationalising Responsible AI: An Empirical Study.
CoRR
Conrad Sanderson, Qinghua Lu, David Douglas, Xiwei Xu, Liming Zhu, Jon Whittle
2021 J jnl
A Multi-UAV System for Exploration and Target Finding in Cluttered and GPS-Denied Environments.
CoRR
Xiaolong Zhu, Fernando Vanegas, Felipe Gonzalez, Conrad Sanderson
2021 J jnl
AI Ethics Principles in Practice: Perspectives of Designers and Developers.
CoRR
Conrad Sanderson, David Douglas, Qinghua Lu, Emma Schleiger, Jon Whittle, Justine Lacey, Glenn J. Newnham, Stefan Hajkowicz, Cathy Robinson, David Hansen
2021 J jnl
Drone-Based Autonomous Motion Planning System for Outdoor Environments under Object Detection Uncertainty.
Remote. Sens.
Juan Sandino, Frédéric Maire, Peter Caccetta, Conrad Sanderson, Felipe Gonzalez
2021 J jnl
Opportunistic Emulation of Computationally Expensive Simulations via Deep Learning.
CoRR
Conrad Sanderson, Daniel Edward Pagendam, Brendan Power, Frederick Bennett, Ross Darnell
2021 J jnl
PyArmadillo: a streamlined linear algebra library for Python.
CoRR
Jason Rumengan, Terry Yue Zhuo, Conrad Sanderson
2021 J jnl
PyArmadillo: a streamlined linear algebra library for Python.
J. Open Source Softw.
Jason Rumengan, Terry Yue Zhuo, Conrad Sanderson
2021 J jnl
Software Engineering for Responsible AI: An Empirical Study and Operationalised Patterns.
CoRR
Qinghua Lu, Liming Zhu, Xiwei Xu, Jon Whittle, David Douglas, Conrad Sanderson
2021 J jnl
The ensmallen library for flexible numerical optimization.
CoRR
Ryan R. Curtin, Marcus Edel, Rahul Ganesh Prabhu, Suryoday Basak, Zhihao Lou, Conrad Sanderson
2021 J jnl
The ensmallen library for flexible numerical optimization.
J. Mach. Learn. Res.
Ryan R. Curtin, Marcus Edel, Rahul Ganesh Prabhu, Suryoday Basak, Zhihao Lou, Conrad Sanderson
2020 — conf
An Adaptive Solver for Systems of Linear Equations.
ICSPCS
Conrad Sanderson, Ryan R. Curtin
2020 J jnl
An Adaptive Solver for Systems of Linear Equations.
CoRR
Conrad Sanderson, Ryan R. Curtin
2020 J jnl
Flexible numerical optimization with ensmallen.
CoRR
Ryan R. Curtin, Marcus Edel, Rahul Ganesh Prabhu, Suryoday Basak, Zhihao Lou, Conrad Sanderson
2020 B conf
Surrogate Assisted Optimisation for Travelling Thief Problems.
SOCS
Majid Namazi, Conrad Sanderson, M. A. Hakim Newton, Abdul Sattar
2020 J jnl
Surrogate Assisted Optimisation for Travelling Thief Problems.
CoRR
Majid Namazi, Conrad Sanderson, M. A. Hakim Newton, Abdul Sattar
2020 J jnl
UAV Framework for Autonomous Onboard Navigation and People/Object Detection in Cluttered Indoor Environments.
Remote. Sens.
Juan Sandino, Fernando Vanegas, Frédéric Maire, Peter Caccetta, Conrad Sanderson, Felipe Gonzalez
2019 J jnl
A Cooperative Coordination Solver for Travelling Thief Problems.
CoRR
Majid Namazi, Conrad Sanderson, M. A. Hakim Newton, Abdul Sattar
2019 B conf
A Profit Guided Coordination Heuristic for Travelling Thief Problems.
SOCS
Majid Namazi, M. A. Hakim Newton, Abdul Sattar, Conrad Sanderson
2018 — conf
A User-Friendly Hybrid Sparse Matrix Class in C++.
ICMS
Conrad Sanderson, Ryan R. Curtin
2018 J jnl
A User-Friendly Hybrid Sparse Matrix Class in C++.
CoRR
Conrad Sanderson, Ryan R. Curtin
2018 — conf
Diversified Late Acceptance Search.
Australasian Conference on Artificial Intelligence
Majid Namazi, Conrad Sanderson, M. A. Hakim Newton, Md. Masbaul Alam Polash, Abdul Sattar
2018 J jnl
Diversified Late Acceptance Search.
CoRR
Majid Namazi, Conrad Sanderson, M. A. Hakim Newton, Md. Masbaul Alam Polash, Abdul Sattar
2018 J jnl
User-Friendly Sparse Matrices with Hybrid Storage and Template-Based Expression Optimisation.
CoRR
Conrad Sanderson, Ryan R. Curtin
2018 J jnl
ensmallen: a flexible C++ library for efficient function optimization.
CoRR
Shikhar Bhardwaj, Ryan R. Curtin, Marcus Edel, Yannis Mentekidis, Conrad Sanderson
2017 J jnl
An Open Source C++ Implementation of Multi-Threaded Gaussian Mixture Models, k-Means and Expectation Maximisation.
CoRR
Conrad Sanderson, Ryan R. Curtin
2017 — conf
An open source C++ implementation of multi-threaded Gaussian mixture models, k-means and expectation maximisation.
ICSPCS
Conrad Sanderson, Ryan R. Curtin
2017 J jnl
gmm_diag and gmm_full: C++ classes for multi-threaded Gaussian mixture models and Expectation-Maximisation.
J. Open Source Softw.
Conrad Sanderson, Ryan R. Curtin
2016 J jnl
Armadillo: a template-based C++ library for linear algebra.
J. Open Source Softw.
Conrad Sanderson, Ryan R. Curtin
2016 — conf
Comparative Evaluation of Action Recognition Methods via Riemannian Manifolds, Fisher Vectors and GMMs: Ideal and Challenging Conditions.
PAKDD Workshops
Johanna Carvajal, Arnold Wiliem, Chris McCool, Brian C. Lovell, Conrad Sanderson
2016 J jnl
Comparative Evaluation of Action Recognition Methods via Riemannian Manifolds, Fisher Vectors and GMMs: Ideal and Challenging Conditions.
CoRR
Johanna Carvajal, Arnold Wiliem, Chris McCool, Brian C. Lovell, Conrad Sanderson
2016 Misc conf
Exploiting Temporal Information for DCNN-Based Fine-Grained Object Classification.
DICTA
Zongyuan Ge, Chris McCool, Conrad Sanderson, Peng Wang, Lingqiao Liu, Ian D. Reid, Peter I. Corke
2016 J jnl
Exploiting Temporal Information for DCNN-based Fine-Grained Object Classification.
CoRR
Zongyuan Ge, Chris McCool, Conrad Sanderson, Peng Wang, Lingqiao Liu, Ian D. Reid, Peter I. Corke
2016 A conf
Fine-grained classification via mixture of deep convolutional neural networks.
WACV
Zongyuan Ge, Alex Bewley, Christopher McCool, Peter I. Corke, Ben Upcroft, Conrad Sanderson
2016 — conf
Joint Recognition and Segmentation of Actions via Probabilistic Integration of Spatio-Temporal Fisher Vectors.
PAKDD Workshops
Johanna Carvajal, Chris McCool, Brian C. Lovell, Conrad Sanderson
2016 J jnl
Joint Recognition and Segmentation of Actions via Probabilistic Integration of Spatio-Temporal Fisher Vectors.
CoRR
Johanna Carvajal, Chris McCool, Brian C. Lovell, Conrad Sanderson
2016 J jnl
Sparse Coding on Symmetric Positive Definite Manifolds Using Bregman Divergences.
IEEE Trans. Neural Networks Learn. Syst.
Mehrtash Tafazzoli Harandi, Richard I. Hartley, Brian C. Lovell, Conrad Sanderson
2016 J jnl
Towards Miss Universe Automatic Prediction: The Evening Gown Competition.
CoRR
Johanna Carvajal, Arnold Wiliem, Conrad Sanderson, Brian C. Lovell
2016 B conf
Towards Miss Universe automatic prediction: The evening gown competition.
ICPR
Johanna Carvajal, Arnold Wiliem, Conrad Sanderson, Brian C. Lovell
2015 Misc conf
Bags of Affine Subspaces for Robust Object Tracking.
DICTA
Sareh Abolahrari Shirazi, Conrad Sanderson, Chris McCool, Mehrtash Tafazzoli Harandi
2015 — conf
Content Specific Feature Learning for Fine-Grained Plant Classification.
CLEF (Working Notes)
Zongyuan Ge, Chris McCool, Conrad Sanderson, Peter Corke
2015 J jnl
Extrinsic Methods for Coding and Dictionary Learning on Grassmann Manifolds.
Int. J. Comput. Vis.
Mehrtash Tafazzoli Harandi, Richard I. Hartley, Chunhua Shen, Brian C. Lovell, Conrad Sanderson
2015 J jnl
Fine-Grained Classification via Mixture of Deep Convolutional Neural Networks.
CoRR
Zongyuan Ge, Alex Bewley, Christopher McCool, Ben Upcroft, Peter Corke, Conrad Sanderson
2015 B conf
Fine-grained bird species recognition via hierarchical subset learning.
ICIP
Zongyuan Ge, Chris McCool, Conrad Sanderson, Alex Bewley, Zetao Chen, Peter I. Corke
2015 J jnl
Log-Euclidean bag of words for human action recognition.
IET Comput. Vis.
Masoud Faraki, Maziar Palhang, Conrad Sanderson
2015 J jnl
Modelling Local Deep Convolutional Neural Network Features to Improve Fine-Grained Image Classification.
CoRR
Zongyuan Ge, Chris McCool, Conrad Sanderson, Peter I. Corke
2015 B conf
Modelling local deep convolutional neural network features to improve fine-grained image classification.
ICIP
Zongyuan Ge, Chris McCool, Conrad Sanderson, Peter Corke
2015 J jnl
Multi-Action Recognition via Stochastic Modelling of Optical Flow and Gradients.
CoRR
Johanna Carvajal, Conrad Sanderson, Chris McCool, Brian C. Lovell
2015 J jnl
Subset Feature Learning for Fine-Grained Category Classification.
CoRR
Zongyuan Ge, Christopher McCool, Conrad Sanderson, Peter I. Corke
2015 — conf
Subset feature learning for fine-grained category classification.
CVPR Workshops
Zongyuan Ge, Christopher McCool, Conrad Sanderson, Peter I. Corke
2014 J jnl
Automatic Classification of Human Epithelial Type 2 Cell Indirect Immunofluorescence Images using Cell Pyramid Matching.
CoRR
Arnold Wiliem, Conrad Sanderson, Yongkang Wong, Peter Hobson, Rodney F. Minchin, Brian C. Lovell
2014 J jnl
Automatic classification of Human Epithelial type 2 cell Indirect Immunofluorescence images using Cell Pyramid Matching.
Pattern Recognit.
Arnold Wiliem, Conrad Sanderson, Yongkang Wong, Peter Hobson, Rodney F. Minchin, Brian C. Lovell
2014 J jnl
Extrinsic Methods for Coding and Dictionary Learning on Grassmann Manifolds.
CoRR
Mehrtash Tafazzoli Harandi, Richard I. Hartley, Chunhua Shen, Brian C. Lovell, Conrad Sanderson
2014 J jnl
Improved Object Tracking via Bags of Affine Subspaces.
CoRR
Sareh Abolahrari Shirazi, Conrad Sanderson, Chris McCool, Mehrtash Tafazzoli Harandi
2014 J jnl
K-Tangent Spaces on Riemannian Manifolds for Improved Pedestrian Detection.
CoRR
Andres Sanin, Conrad Sanderson, Mehrtash Tafazzoli Harandi, Brian C. Lovell
2014 J jnl
Log-Euclidean Bag of Words for Human Action Recognition.
CoRR
Masoud Faraki, Maziar Palhang, Conrad Sanderson
2014 J jnl
MRF-based Background Initialisation for Improved Foreground Detection in Cluttered Surveillance Videos.
CoRR
Vikas Reddy, Conrad Sanderson, Andres Sanin, Brian C. Lovell
2014 J jnl
Matching Image Sets via Adaptive Multi Convex Hull.
CoRR
Shaokang Chen, Arnold Wiliem, Conrad Sanderson, Brian C. Lovell
2014 A conf
Matching image sets via adaptive multi convex hull.
WACV
Shaokang Chen, Arnold Wiliem, Conrad Sanderson, Brian C. Lovell
2014 — conf
Multi-Action Recognition via Stochastic Modelling of Optical Flow and Gradients.
MLSDA@PRICAI
Johanna Carvajal, Conrad Sanderson, Chris McCool, Brian C. Lovell
2014 J jnl
Multi-Shot Person Re-Identification via Relational Stein Divergence.
CoRR
Azadeh Alavi, Yan Yang, Mehrtash Tafazzoli Harandi, Conrad Sanderson
2014 J jnl
Object Tracking via Non-Euclidean Geometry: A Grassmann Approach.
CoRR
Sareh Abolahrari Shirazi, Mehrtash Tafazzoli Harandi, Brian C. Lovell, Conrad Sanderson
2014 A conf
Object tracking via non-Euclidean geometry: A Grassmann approach.
WACV
Sareh Abolahrari Shirazi, Mehrtash Tafazzoli Harandi, Brian C. Lovell, Conrad Sanderson
2014 J jnl
On robust face recognition via sparse coding: the good, the bad and the ugly.
IET Biom.
Yongkang Wong, Mehrtash Tafazzoli Harandi, Conrad Sanderson
2014 J jnl
Random Projections on Manifolds of Symmetric Positive Definite Matrices for Image Classification.
CoRR
Azadeh Alavi, Arnold Wiliem, Kun Zhao, Brian C. Lovell, Conrad Sanderson
2014 A conf
Random projections on manifolds of Symmetric Positive Definite matrices for image classification.
WACV
Azadeh Alavi, Arnold Wiliem, Kun Zhao, Brian C. Lovell, Conrad Sanderson
2014 J jnl
RcppArmadillo: Accelerating R with high-performance C++ linear algebra.
Comput. Stat. Data Anal.
Dirk Eddelbuettel, Conrad Sanderson
2014 J jnl
Sparse Coding on Symmetric Positive Definite Manifolds using Bregman Divergences.
CoRR
Mehrtash Tafazzoli Harandi, Richard I. Hartley, Brian C. Lovell, Conrad Sanderson
2014 J jnl
Summarisation of Short-Term and Long-Term Videos using Texture and Colour.
CoRR
Johanna Carvajal, Chris McCool, Conrad Sanderson
2014 A conf
Summarisation of short-term and long-term videos using texture and colour.
WACV
Johanna Carvajal, Chris McCool, Conrad Sanderson
2013 J jnl
A Low-Complexity Algorithm for Static Background Estimation from Cluttered Image Sequences in Surveillance Contexts
CoRR
Vikas Reddy, Conrad Sanderson, Brian C. Lovell
2013 J jnl
Classification of Human Epithelial Type 2 Cell Indirect Immunofluoresence Images via Codebook Based Descriptors
CoRR
Arnold Wiliem, Yongkang Wong, Conrad Sanderson, Peter Hobson, Shaokang Chen, Brian C. Lovell
2013 A conf
Classification of Human Epithelial type 2 cell indirect immunofluoresence images via codebook based descriptors.
WACV
Arnold Wiliem, Yongkang Wong, Conrad Sanderson, Peter Hobson, Shaokang Chen, Brian C. Lovell
2013 J jnl
Combined Learning of Salient Local Descriptors and Distance Metrics for Image Set Face Verification
CoRR
Conrad Sanderson, Mehrtash Tafazzoli Harandi, Yongkang Wong, Brian C. Lovell
2013 A* conf
Dictionary Learning and Sparse Coding on Grassmann Manifolds: An Extrinsic Solution.
ICCV
Mehrtash Tafazzoli Harandi, Conrad Sanderson, Chunhua Shen, Brian C. Lovell
2013 J jnl
Dictionary Learning and Sparse Coding on Grassmann Manifolds: An Extrinsic Solution.
CoRR
Mehrtash Tafazzoli Harandi, Conrad Sanderson, Chunhua Shen, Brian C. Lovell
2013 J jnl
Dynamic Amelioration of Resolution Mismatches for Local Feature Based Identity Inference
CoRR
Yongkang Wong, Conrad Sanderson, Sandra Mau, Brian C. Lovell
2013 J jnl
Improved Anomaly Detection in Crowded Scenes via Cell-based Analysis of Foreground Speed, Size and Texture
CoRR
Vikas Reddy, Conrad Sanderson, Brian C. Lovell
2013 J jnl
Improved Foreground Detection via Block-Based Classifier Cascade With Probabilistic Decision Integration.
IEEE Trans. Circuits Syst. Video Technol.
Vikas Reddy, Conrad Sanderson, Brian C. Lovell
2013 J jnl
Improved Foreground Detection via Block-based Classifier Cascade with Probabilistic Decision Integration
CoRR
Vikas Reddy, Conrad Sanderson, Brian C. Lovell
2013 A* conf
Improved Image Set Classification via Joint Sparse Approximated Nearest Subspaces.
CVPR
Shaokang Chen, Conrad Sanderson, Mehrtash Tafazzoli Harandi, Brian C. Lovell
2013 J jnl
Kernel analysis on Grassmann manifolds for action recognition.
Pattern Recognit. Lett.
Mehrtash Tafazzoli Harandi, Conrad Sanderson, Sareh Abolahrari Shirazi, Brian C. Lovell
2013 B conf
Multi-shot person re-identification via relational Stein divergence.
ICIP
Azadeh Alavi, Yan Yang, Mehrtash Tafazzoli Harandi, Conrad Sanderson
2013 J jnl
On Robust Face Recognition via Sparse Encoding: the Good, the Bad, and the Ugly
CoRR
Yongkang Wong, Mehrtash Tafazzoli Harandi, Conrad Sanderson
2013 J jnl
Patch-based Probabilistic Image Quality Assessment for Face Selection and Improved Video-based Face Recognition
CoRR
Yongkang Wong, Shaokang Chen, Sandra Mau, Conrad Sanderson, Brian C. Lovell
2013 A conf
Relational divergence based classification on Riemannian manifolds.
WACV
Azadeh Alavi, Mehrtash Tafazzoli Harandi, Conrad Sanderson
2013 J jnl
Shadow Detection: A Survey and Comparative Evaluation of Recent Methods
CoRR
Andres Sanin, Conrad Sanderson, Brian C. Lovell
2013 J jnl
Sparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel Approach
CoRR
Mehrtash Tafazzoli Harandi, Conrad Sanderson, Richard I. Hartley, Brian C. Lovell
2013 J jnl
Spatio-Temporal Covariance Descriptors for Action and Gesture Recognition
CoRR
Andres Sanin, Conrad Sanderson, Mehrtash Tafazzoli Harandi, Brian C. Lovell
2013 A conf
Spatio-temporal covariance descriptors for action and gesture recognition.
WACV
Andres Sanin, Conrad Sanderson, Mehrtash Tafazzoli Harandi, Brian C. Lovell
2013 J jnl
Video Face Matching using Subset Selection and Clustering of Probabilistic Multi-Region Histograms
CoRR
Sandra Mau, Shaokang Chen, Conrad Sanderson, Brian C. Lovell
2012 B conf
Clustering on Grassmann manifolds via kernel embedding with application to action analysis.
ICIP
Sareh Abolahrari Shirazi, Mehrtash Tafazzoli Harandi, Conrad Sanderson, Azadeh Alavi, Brian C. Lovell
2012 B conf
Combined Learning of Salient Local Descriptors and Distance Metrics for Image Set Face Verification.
AVSS
Conrad Sanderson, Mehrtash Tafazzoli Harandi, Yongkang Wong, Brian C. Lovell
2012 B conf
K-tangent spaces on Riemannian manifolds for improved pedestrian detection.
ICIP
Andres Sanin, Conrad Sanderson, Mehrtash Tafazzoli Harandi, Brian C. Lovell
2012 A conf
Kernel analysis over Riemannian manifolds for visual recognition of actions, pedestrians and textures.
WACV
Mehrtash Tafazzoli Harandi, Conrad Sanderson, Arnold Wiliem, Brian C. Lovell
2012 B conf
On robust biometric identity verification via sparse encoding of faces: Holistic vs local approaches.
IJCNN
Yongkang Wong, Mehrtash Tafazzoli Harandi, Conrad Sanderson, Brian C. Lovell
2012 J jnl
Shadow detection: A survey and comparative evaluation of recent methods.
Pattern Recognit.
Andres Sanin, Conrad Sanderson, Brian C. Lovell
2012 — conf
Sparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel Approach.
ECCV (2)
Mehrtash Tafazzoli Harandi, Conrad Sanderson, Richard I. Hartley, Brian C. Lovell
2011 J jnl
A Low-Complexity Algorithm for Static Background Estimation from Cluttered Image Sequences in Surveillance Contexts.
EURASIP J. Image Video Process.
Vikas Reddy, Conrad Sanderson, Brian C. Lovell
2011 B conf
Ensemble of furthest subspace pairs for enhanced image set matching.
ICIP
Mehrtash Tafazzoli Harandi, Conrad Sanderson, Abbas Bigdeli, Brian C. Lovell
2011 J jnl
Face Recognition from Still Images to Video Sequences: A Local-Feature-Based Framework.
EURASIP J. Image Video Process.
Shaokang Chen, Sandra Mau, Mehrtash Tafazzoli Harandi, Conrad Sanderson, Abbas Bigdeli, Brian C. Lovell
2011 A* conf
Graph embedding discriminant analysis on Grassmannian manifolds for improved image set matching.
CVPR
Mehrtash Tafazzoli Harandi, Conrad Sanderson, Sareh Abolahrari Shirazi, Brian C. Lovell
2011 — conf
Improved anomaly detection in crowded scenes via cell-based analysis of foreground speed, size and texture.
CVPR Workshops
Vikas Reddy, Conrad Sanderson, Brian C. Lovell
2011 — conf
Patch-based probabilistic image quality assessment for face selection and improved video-based face recognition.
CVPR Workshops
Yongkang Wong, Shaokang Chen, Sandra Mau, Conrad Sanderson, Brian C. Lovell
2011 — conf
Summarisation of surveillance videos by key-frame selection.
ICDSC
Yan Yang, Farhad Dadgostar, Conrad Sanderson, Brian C. Lovell
2010 B conf
Adaptive Patch-Based Background Modelling for Improved Foreground Object Segmentation and Tracking.
AVSS
Vikas Reddy, Conrad Sanderson, Andres Sanin, Brian C. Lovell
2010 B conf
Dynamic Amelioration of Resolution Mismatches for Local Feature Based Identity Inference.
ICPR
Yongkang Wong, Conrad Sanderson, Sandra Mau, Brian C. Lovell
2010 B conf
Improved Shadow Removal for Robust Person Tracking in Surveillance Scenarios.
ICPR
Andres Sanin, Conrad Sanderson, Brian C. Lovell
2010 — conf
MRF-Based Background Initialisation for Improved Foreground Detection in Cluttered Surveillance Videos.
ACCV (3)
Vikas Reddy, Conrad Sanderson, Andres Sanin, Brian C. Lovell
2010 — conf
On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation.
ICPR Contests
Sébastien Marcel, Chris McCool, Pavel Matejka, Timo Ahonen, Jan Cernocký, Shayok Chakraborty, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan, Chi-Ho Chan, Josef Kittler, Norman Poh, Benoit G. B. Fauve, Ondrej Glembek, Oldrich Plchot, Zdenek Jancik, Anthony Larcher, Christophe Lévy, Driss Matrouf, Jean-François Bonastre, Ping-Han Lee, Jui-Yu Hung, Si-Wei Wu, Yi-Ping Hung, Lukás Machlica, John S. D. Mason, Sandra Mau, Conrad Sanderson, David Monzo, Antonio Albiol, Hieu V. Nguyen, Li Bai, Yan Wang, Matti Niskanen, Markus Turtinen, Juan Arturo Nolazco-Flores, L. Paola García-Perera, Roberto Aceves-Lopez, Mauricio Villegas, Roberto Paredes
2010 B conf
Robust Foreground Object Segmentation via Adaptive Region-Based Background Modelling.
ICPR
Vikas Reddy, Conrad Sanderson, Brian C. Lovell
2009 B conf
An efficient and robust sequential algorithm for background estimation in video surveillance.
ICIP
Vikas Reddy, Conrad Sanderson, Brian C. Lovell
2009 — conf
An efficient background estimation algorithm for embedded smart cameras.
ICDSC
Vikas Reddy, Conrad Sanderson, Brian C. Lovell, Abbas Bigdeli
2009 — ch.
Intelligent CCTV for Mass Transport Security: Challenges and Opportunities for Video and Face Processing.
Progress in Computer Vision and Image Analysis
Conrad Sanderson, Abbas Bigdeli, Ting Shan, Shaokang Chen, Erik Berglund, Brian C. Lovell
2009 A conf
Learning-based Face Synthesis for Pose-Robust Recognition from Single Image.
BMVC
Akshay Asthana, Conrad Sanderson, Tamás D. Gedeon, Roland Göcke
2009 — conf
Multi-Region Probabilistic Histograms for Robust and Scalable Identity Inference.
ICB
Conrad Sanderson, Brian C. Lovell
2009 C conf
Regression Based Non-frontal Face Synthesis for Improved Identity Verification.
CAIP
Yongkang Wong, Conrad Sanderson, Brian C. Lovell
2008 B conf
Experimental Analysis of Face Recognition on Still and CCTV Images.
AVSS
Shaokang Chen, Erik Berglund, Abbas Bigdeli, Conrad Sanderson, Brian C. Lovell
2008 C conf
On intelligent surveillance systems and face recognition for mass transport security.
ICARCV
Brian C. Lovell, Shaokang Chen, Abbas Bigdeli, Erik Berglund, Conrad Sanderson
2008 J jnl
On statistical approaches to target silhouette classification in difficult conditions.
Digit. Signal Process.
Conrad Sanderson, Danny Gibbins, Stephen J. Searle
2008 B conf
Representative feature chain for single gallery image face recognition.
ICPR
Shaokang Chen, Conrad Sanderson, Sai Sun, Brian C. Lovell
2008 B conf
Tracking of persons for video surveillance of unattended environments.
ICPR
Suyu Kong, Manas Kamal Bhuyan, Conrad Sanderson, Brian C. Lovell
2007 B conf
Classifying and tracking multiple persons for proactive surveillance of mass transport systems.
AVSS
Suyu Kong, Conrad Sanderson, Brian C. Lovell
2007 — conf
Towards Pose-Invariant 2D Face Classification for Surveillance.
AMFG
Conrad Sanderson, Ting Shan, Brian C. Lovell
2007 B conf
Towards robust face recognition for Intelligent-CCTV based surveillance using one gallery image.
AVSS
Ting Shan, Shaokang Chen, Conrad Sanderson, Brian C. Lovell
2006 — conf
An Efficient Alternative to SVM Based Recursive Feature Elimination with Applications in Natural Language Processing and Bioinformatics.
Australian Conference on Artificial Intelligence
Justin Bedo, Conrad Sanderson, Adam Kowalczyk
2006 — conf
On Authorship Attribution via Markov Chains and Sequence Kernels.
ICPR (3)
Conrad Sanderson, Simon Günter
2006 J jnl
On transforming statistical models for non-frontal face verification.
Pattern Recognit.
Conrad Sanderson, Samy Bengio, Yongsheng Gao
2006 A* conf
Short Text Authorship Attribution via Sequence Kernels, Markov Chains and Author Unmasking: An Investigation.
EMNLP
Conrad Sanderson, Simon Günter
2006 J jnl
User authentication via adapted statistical models of face images.
IEEE Trans. Signal Process.
Fabien Cardinaux, Conrad Sanderson, Samy Bengio
2005 — conf
On Accuracy/Robustness/Complexity Trade-Offs in Face Verification.
ICITA (1)
Conrad Sanderson, Fabien Cardinaux, Samy Bengio
2005 — conf
On Local Features for GMM Based Face Verification.
ICITA (1)
Conrad Sanderson, Marc Saban, Yongsheng Gao
2004 — conf
Face Authentication Competition on the BANCA Database.
ICBA
Kieron Messer, Josef Kittler, Mohammad Sadeghi, Miroslav Hamouz, Alexey Kostin, Sébastien Marcel, Samy Bengio, Fabien Cardinaux, Conrad Sanderson, Norman Poh, Yann Rodriguez, Krzysztof Kryszczuk, Jacek Czyz, Luc Vandendorpe, Johnny Ng, Humphrey Cheung, Billy Tang
2004 — conf
Face Authentication Test on the BANCA Database.
ICPR (4)
Kieron Messer, Josef Kittler, Mohammad Sadeghi, Miroslav Hamouz, Alexey Kostin, Fabien Cardinaux, Sébastien Marcel, Samy Bengio, Conrad Sanderson, Jacek Czyz, Luc Vandendorpe, Chris McCool, Scott Lowther, Sridha Sridharan, Vinod Chandran, Roberto Paredes Palacios, Enrique Vidal, Li Bai, Linlin Shen, Yan Wang, Yueh-Hsuan Chiang, Hsien-Chang Liu, Yi-Ping Hung, Alexander Heinrichs, Marco K. Müller, Andreas Tewes, Christoph von der Malsburg, Rolf P. Würtz, Zhenger Wang, Feng Xue, Yong Ma, Qiong Yang, Chi Fang, Xiaoqing Ding, Simon Lucey, Ralph Goss, Henry Schneiderman, Norman Poh, Yann Rodriguez
2004 — conf
Face Verification Using Adapted Generative Models.
FGR
Fabien Cardinaux, Conrad Sanderson, Samy Bengio
2004 J jnl
Identity verification using speech and face information.
Digit. Signal Process.
Conrad Sanderson, Kuldip K. Paliwal
2004 — conf
Spectral Subband Centroids as Complementary Features for Speaker Authentication.
ICBA
Norman Poh Hoon Thian, Conrad Sanderson, Samy Bengio
2004 B conf
Statistical transformations of frontal models for non-frontal face verification.
ICIP
Conrad Sanderson, Samy Bengio
2003 — conf
Comparison of MLP and GMM Classifiers for Face Verification on XM2VTS.
AVBPA
Fabien Cardinaux, Conrad Sanderson, Sébastien Marcel
2003 — conf
Face Verification Competition on the XM2VTS Database.
AVBPA
Kieron Messer, Josef Kittler, Mohammad Sadeghi, Sébastien Marcel, Christine Marcel, Samy Bengio, Fabien Cardinaux, Conrad Sanderson, Jacek Czyz, Luc Vandendorpe, Sanun Srisuk, Maria Petrou, Werasak Kurutach, Alexander Kadyrov, Roberto Paredes, Burcu Kepenekci, Faik Boray Tek, Gozde Bozdagi Akar, Farzin Deravi, Nick Jeremy Mavity
2003 J jnl
Fast features for face authentication under illumination direction changes.
Pattern Recognit. Lett.
Conrad Sanderson, Kuldip K. Paliwal
2003 J jnl
Features for robust face-based identity verification.
Signal Process.
Conrad Sanderson, Kuldip K. Paliwal
2003 J jnl
Noise compensation in a person verification system using face and multiple speech feature.
Pattern Recognit.
Conrad Sanderson, Kuldip K. Paliwal
2003 — conf
Noise resistant audio-visual verification via structural constraints.
ICASSP (5)
Conrad Sanderson, Kuldip K. Paliwal
2003 — conf
Robust Features for Frontal Face Authentication in Difficult Image Conditions.
AVBPA
Conrad Sanderson, Samy Bengio
2003 A conf
Speech & face based biometric authentication at IDIAP.
ICME
Conrad Sanderson, Samy Bengio, Hervé Bourlard, Johnny Mariéthoz, Ronan Collobert, Mohamed Faouzi BenZeghiba, Fabien Cardinaux, Sébastien Marcel
2003 J jnl
Structurally noise resistant classifier for multi-modal person verification.
Pattern Recognit. Lett.
Conrad Sanderson, Kuldip K. Paliwal
2002 — conf
Likelihood normalization for face authentication in variable recording conditions.
ICIP (1)
Kuldip K. Paliwal, Conrad Sanderson
2002 — conf
Polynomial features for robust face authentication.
ICIP (3)
Conrad Sanderson, Kuldip K. Paliwal
2001 A conf
Information fusion for robust speaker verification.
INTERSPEECH
Conrad Sanderson, Kuldip K. Paliwal
2001 B conf
Joint Cohort Normalization in a Multi-Feature Speaker Verification System.
FUZZ-IEEE
Conrad Sanderson, Kuldip K. Paliwal
2001 Misc conf
Noise compensation in a multi-modal verification system.
ICASSP
Conrad Sanderson, Kuldip K. Paliwal
1999 — conf
Multi-modal person verification system based on face profiles and speech.
ISSPA
Conrad Sanderson, Kuldip K. Paliwal