Journal Articles
- On Transforming
Statistical Models for Non-Frontal Face Verification
C. Sanderson, S. Bengio, Y. Gao.
Pattern Recognition 39 (2) 2006.
tags: model synthesis, identity inference, holistic
features, local
features, bag of words, pose variations.
doi: 10.1016/j.patcog.2005.07.001
- User
Authentication via
Adapted Statistical Models of Face Images
F. Cardinaux, C. Sanderson, S. Bengio.
IEEE Transactions on Signal Processing 54 (1)
2006.
tags: security, identity inference, local features,
bag of words,
hidden Markov models.
doi: 10.1109/TSP.2005.861075
- Noise compensation in a person verification system using face and multiple speech features
C. Sanderson, K. K. Paliwal.
Pattern Recognition 36 (2) 2003.
- Structurally Noise Resistant Classifier for Multi-Modal Person Verification
C. Sanderson, K. K. Paliwal.
Pattern Recognition Letters 24 (16) 2003.
- Fast Features for Face
Authentication Under Illumination Direction Changes
C. Sanderson, K. K. Paliwal.
Pattern Recognition Letters 24 (14) 2003.
Conferences & Workshops
- Improved Image Set Classification via Joint Sparse Approximated Nearest Subspaces
S. Chen, C. Sanderson, M. Harandi, B.C. Lovell.
IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2013.
- Spatio-Temporal Covariance Descriptors for Action and Gesture Recognition
A. Sanin, C. Sanderson, M. Harandi, B.C. Lovell.
Workshop on the Applications of Computer Vision (WACV), 2013.
doi: 10.1109/WACV.2013.6475006
- Classification of Human Epithelial Type 2 Cell Indirect Immunofluoresence Images via Codebook Based Descriptors
A. Wiliem, Y. Wong, C. Sanderson, P. Hobson, S. Chen, B.C. Lovell.
Workshop on the Applications of Computer Vision (WACV), 2013.
doi: 10.1109/WACV.2013.6475005
- Sparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel Approach
M. Harandi, C. Sanderson, R. Hartley, B.C. Lovell.
European Conference on Computer Vision (ECCV), 2012.
doi: 10.1007/978-3-642-33709-3_16
- Combined Learning of Salient Local Descriptors and Distance Metrics for Image Set Face Verification
C. Sanderson, M. Harandi, Y. Wong, B.C. Lovell.
IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2012.
doi: 10.1109/AVSS.2012.23
- Clustering on Grassmann Manifolds via Kernel Embedding with Application to Action Analysis
S. Shirazi, M. Harandi, C. Sanderson, A. Alavi, B.C. Lovell.
IEEE International Conference on Image Processing (ICIP), 2012.
- K-Tangent Spaces on Riemannian Manifolds for Improved Pedestrian Detection
A. Sanin, C. Sanderson, M. Harandi, B.C. Lovell.
IEEE International Conference on Image Processing (ICIP), 2012.
- On Robust Biometric Identity Verification via Sparse Encoding of Faces: Holistic vs Local Approaches
Y. Wong, M. Harandi, C. Sanderson, B.C. Lovell.
IEEE International Joint Conference on Neural Networks (IJCNN), 2012.
(see also extended version)
doi: 10.1109/IJCNN.2012.6252611
- Kernel Analysis over Riemannian Manifolds for Visual Recognition of Actions, Pedestrians and Textures
M. Harandi, C. Sanderson, A. Wiliem, B.C. Lovell.
IEEE Workshop on the Applications of Computer Vision (WACV), 2012.
doi: 10.1109/WACV.2012.6163005
- Graph Embedding Discriminant Analysis on Grassmannian Manifolds for Improved Image Set Matching
M. Harandi, C. Sanderson, S. Shirazi, B.C. Lovell.
IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2011.
doi: 10.1109/CVPR.2011.5995564
- Improved Anomaly Detection in Crowded Scenes via Cell-based Analysis of Foreground Speed, Size and Texture
V. Reddy, C. Sanderson, B.C. Lovell.
IEEE Conf. Computer Vision and Pattern Recognition Workshops (CVPRW), 2011.
tags: anomaly detection, surveillance.
doi: 10.1109/CVPRW.2011.5981799
- Patch-based Probabilistic Image Quality Assessment for Face Selection and Improved Video-based Face Recognition
Y. Wong, S. Chen, S. Mau, C. Sanderson, B.C. Lovell.
IEEE Conf. Computer Vision and Pattern Recognition Workshops (CVPRW), 2011.
tags: subset selection, image processing, surveillance.
doi: 10.1109/CVPRW.2011.5981881
- Ensemble of Furthest Subspace Pairs for Enhanced Image Set Matching
M. Harandi, C. Sanderson, A. Bigdeli, B.C. Lovell.
IEEE International Conference on Image Processing (ICIP), 2011.
doi: 10.1109/ICIP.2011.6116683
- MRF-based Background Initialisation for Improved Foreground Detection in Cluttered Surveillance Videos
V. Reddy, C. Sanderson, A. Sanin, B.C. Lovell.
Lecture Notes in Computer Science (LNCS), Vol. 6494, pp. 547-559, 2011.
tags: surveillance, background estimation, Markov random fields, region processing.
doi: 10.1007/978-3-642-19318-7_43
- Adaptive Patch-Based Background Modelling for Improved Foreground Object Segmentation and Tracking
V. Reddy, C. Sanderson, A. Sanin, B.C. Lovell.
International Conference on Advanced Video and Signal
Based Surveillance (AVSS), Boston, 2010.
tags: surveillance, foreground estimation, region processing, tracking.
doi: 10.1109/AVSS.2010.84
- Improved Shadow Removal for Robust Person Tracking in Surveillance Scenarios
A. Sanin, C. Sanderson, B.C. Lovell.
International Conference on Pattern Recognition (ICPR), Turkey, 2010.
tags: surveillance, shadow removal, tracking.
doi: 10.1109/ICPR.2010.43
- Dynamic
Amelioration
of Resolution Mismatches for Local Feature Based Identity
Inference
Y. Wong, C. Sanderson, S. Mau, B.C.
Lovell.
International Conference on Pattern Recognition (ICPR),
Turkey,
2010.
tags: surveillance, identity inference, local features.
doi: 10.1109/ICPR.2010.299
- Video
Face Matching
using Subset Selection and Clustering of Probabilistic Multi-Region
Histograms
S. Mau, S. Chen, C. Sanderson, B.C. Lovell.
International Conference of Image and Vision Computing New Zealand
(IVCNZ),
Queenstown,
2010.
tags: identity inference, local features, clustering,
subset selection.
doi: 10.1109/IVCNZ.2010.6148860
- Learning-based Face Synthesis for Pose-Robust Recognition from Single Image
A. Asthana, C. Sanderson, T. Gedeon, R. Goecke.
British Machine Vision Conference (BMVC), London, 2009.
tags: identity inference, image synthesis.
external links: BMVC proceedings
- Multi-Region
Probabilistic Histograms for Robust and Scalable Identity Inference
C. Sanderson, B.C. Lovell.
LNCS 5558, pp. 199-208, 2009.
tags: surveillance, identity inference, local
features, bag of words.
doi: 10.1007/978-3-642-01793-3_21
- Regression
Based
Non-Frontal Face Synthesis for Improved Identity Verification
Y. Wong, C. Sanderson, B.C. Lovell.
International Conference on Computer Analysis of Images
and Patterns (CAIP), Germany, 2009.
tags: image synthesis, local representation.
doi: 10.1007/978-3-642-03767-2_14
- An Efficient and Robust Sequential Algorithm for Background Estimation in Video Surveillance
V. Reddy, C. Sanderson, B.C. Lovell.
IEEE Int. Conf. Image Processing (ICIP), pp. 1109-1112, 2009.
doi: 10.1109/ICIP.2009.5413450
- On Intelligent
Surveillance Systems and Face Recognition
for Mass Transport Security
B.C. Lovell, S. Chen, A. Bigdeli, E. Berglund, C. Sanderson.
IEEE Int. Conf. Control, Automation, Robotics and Vision (ICARCV), 2008.
doi: 10.1109/ICARCV.2008.4795605
- Experimental Analysis of Face Recognition on Still and CCTV images
S. Chen, E. Berglund, A. Bigdeli, C. Sanderson, B.C. Lovell.
IEEE Conf. Advanced Video and Signal based Surveillance, 2008.
doi: 10.1109/AVSS.2008.15
- Towards Pose-Invariant 2D Face Classification for Surveillance
C. Sanderson, T. Shan, B.C. Lovell.
Analysis and Modeling of Faces and Gestures (AMFG),
LNCS, Vol. 4778, 2007, pp. 276-289.
(held in conjunction with the International Conference on Computer
Vision (ICCV), Rio de Janeiro, 2007)
tags: surveillance, image synthesis, local features,
shape representation, active shape models.
doi: 10.1007/978-3-540-75690-3_21
- Classifying and Tracking Multiple Persons for Proactive Surveillance of Mass Transport Systems
S. Kong, C. Sanderson, B.C. Lovell.
IEEE Conf. Advanced Video and Signal based
Surveillance (AVSS), London, 2007.
doi: 10.1109/AVSS.2007.4425303
- Towards Robust Face
Recognition
for
Intelligent-CCTV
Based Surveillance Using One Gallery Image.
T. Shan, S. Chen, C. Sanderson, B.C. Lovell.
IEEE Conf. Advanced Video and Signal based
Surveillance (AVSS), London, 2007.
doi: 10.1109/AVSS.2007.4425356
- Short Text
Authorship Attribution via
Sequence
Kernels, Markov Chains and Author Unmasking: An Investigation
C. Sanderson, S. Guenter.
International Conference on Empirical Methods in
Natural Language Processing (EMNLP), Sydney, 2006.
(this is an extended and revised version of the ICPR paper below)
tags: kernels, statistical modelling, text processing,
identity inference.
external links: ACL
Anthology
- On
Authorship Attribution via Markov Chains and
Sequence Kernels
C. Sanderson, S. Guenter.
International Conference on Pattern Recognition (ICPR),
Hong
Kong,
2006.
tags: kernels, statistical modelling, text processing,
identity
inference.
doi: 10.1109/ICPR.2006.899
- A
Simple
Formula for the High
Regularisation Limit of
SVMs & Ridge Regression with Application to Gene Selection and
Classification of Microarrays
J. Bedo, T. Caetano, B. Parker, C. Sanderson,
P. Sunehag, A. Kowalczyk.
Poster, presented at the 14th Annual Conference on Intelligent
Systems
for Molecular Biology (ISMB), Fortaleza, Brazil, 2006.
- An
Efficient
Alternative
to
SVM
Based Recursive Feature Elimination with
Applications in Natural Language Processing and Bioinformatics
J. Bedo, C. Sanderson, A. Kowalczyk.
AI 2006: Advances in Artificial Intelligence, LNCS,
Volume 4304/2006, Springer Berlin /
Heidelberg.
tags: kernels, SVM, microarrays, text processing.
doi: 10.1007/11941439_21
- On Local
Features for
GMM Based Face Verification
C. Sanderson, M. Saban, Y. Gao.
International Conference on Information Technology and
Applic., Sydney, 2005.
doi: 10.1109/ICITA.2005.194
- Statistical
Transformations of Frontal Models for Non-Frontal Face Verification
C. Sanderson, S. Bengio.
IEEE International Conference on Image Processing
(ICIP),
Singapore, 2004.
tags: model synthesis, identity inference, local
features, bag of
words, pose variations.
doi: 10.1109/ICIP.2004.1418822
- Spectral
Subband
Centroids as Complementary Features for Speaker Authentication
N. Poh, C. Sanderson, S. Bengio.
International Conference on Biometric Authentication
(ICBA), Hong
Kong, 2004.
tags: identity inference, speech processing, feature
extraction.
doi: 10.1007/978-3-540-25948-0_86
- Face Verification
Using
Adapted Generative Models
F. Cardinaux, C. Sanderson, S. Bengio.
IEEE International Conference on Face and Gesture
Recognition (AFGR), Seoul, 2004.
tags: security, identity inference, local features,
bag of words,
hidden Markov models.
doi: 10.1109/AFGR.2004.1301636
- Face Authentication
Competition on the BANCA Database
K. Messer,
J. Kittler, M. Sadeghi, M. Hamouz, A. Kostyn,
S. Marcel, S. Bengio,
F. Cardinaux, C. Sanderson, N. Poh, Y. Rodriguez,
K. Kryszczuk,
J. Czyz, L. Vandendorpe, J. Ng, H. Cheung,
B. Tang.
International Conference on Biometric Authentication
(ICBA), Hong
Kong, 2004.
doi: 10.1007/978-3-540-25948-0_2
- On Classifying
Silhouettes in Adverse Conditions
C. Sanderson, D. Gibbins.
International Conference on Intelligent Sensors,
Sensor Networks and Information Processing (ISSNIP), Melbourne,
2004.
tags: target recognition, local features.
doi: 10.1109/ISSNIP.2004.1417457
- Augmenting Frontal Face
Models for Non-Frontal Verification.
C. Sanderson, S. Bengio.
Workshop on Multi-Modal User Authentication (MMUA),
Santa
Barbara, 2003.
- Robust Features
for
Frontal Face Authentication in Difficult Image Conditions
C. Sanderson, S. Bengio.
Audio- and Video-Based Biometric Person Authentication
(AVBPA),
Lecture Notes in Computer Science, Vol. 2688/2003, Springer Berlin /
Heidelberg, 2003.
tags: security, face processing, local features,
feature extraction.
doi: 10.1007/3-540-44887-X_59
- Comparison of
MLP and GMM Classifiers for Face Verification on XM2VTS
F. Cardinaux, C. Sanderson, S. Marcel.
Audio- and Video-Based Biometric Person Authentication (AVBPA),
Lecture Notes in Computer Science, Vol. 2688/2003, Springer Berlin /
Heidelberg, 2003.
tags: security, face processing, neural networks,
statistical classifiers.
doi: 10.1007/3-540-44887-X_106
- Face Verification
Competition on the XM2VTS Database
K. Messer,
J. Kittler, M. Sadeghi, S. Marcel, C. Marcel,
S. Bengio, F. Cardinaux,
C. Sanderson, J. Czyz, L. Vandendorpe, S. Srisuk,
M. Petrou,
W. Kurutach, A. Kadyrov, R. Paredes, B. Kepenekci,
F. B. Tek,
G. B. Akar, F. Deravi, N. Mavity.
Audio- and Video-Based
Biometric
Person Authentication (AVBPA),
Lecture Notes in Computer Science, Vol. 2688/2003, Springer Berlin /
Heidelberg, 2003.
doi: 10.1007/3-540-44887-X_112
- Speech & Face Based
Biometric Authentication at IDIAP
C. Sanderson,
S. Bengio, H. Bourlard, J. Mariethoz, R. Collobert,
M. F. BenZeghiba, F. Cardinaux, S. Marcel.
IEEE International Conference on Multimedia & Expo
(ICME),
Baltimore, 2003.
tags: speech processing, face processing, information
fusion.
doi: 10.1109/ICME.2003.1221233
- Noise Resistant Audio-Visual Verification via Structural Constraints
C. Sanderson, K. K. Paliwal.
IEEE International Conference on Acoustics, Speech and
Signal Processing (ICASSP), Hong Kong, 2003.
- Polynomial Features for Robust Face Authentication
C. Sanderson, K. K. Paliwal.
IEEE International Conference on Image Processing
(ICIP),
Rochester, 2002.
- Noise Compensation in a Multi-Modal Verification System
C. Sanderson, K. K. Paliwal.
IEEE International Conference on Acoustics, Speech and Signal
Processing (ICASSP), Salt Lake City, 2001.
Books & Theses
- Improving Representation and Classification of Image and Video Data for Surveillance Applications
A. Sanin.
PhD Thesis, University of Queensland, Australia, (under review).
tags: shadow removal, action recognition, Riemannian manifolds.
- Contextual Spatial Analysis and Processing for Visual Surveillance Applications
V. Reddy.
PhD Thesis, University of Queensland, Australia, 2012.
tags: patch analysis, foreground detection, background estimation, background subtraction, anomaly detection.
- Biometric
Person
Recognition: Face, Speech and Fusion
C. Sanderson.
VDM-Verlag, 2008.
ISBN 978-3-639-02769-3.
tags: book, security, biometrics, face processing,
speech processing,
information fusion.
external links: Amazon
| Book
Depository
| UQ eSpace
- Automatic Person Verification Using Speech and Face Information
C. Sanderson.
PhD Thesis, Griffith University, Queensland,
Australia, 2003.
tags: security, biometrics, face processing, speech processing, information fusion.
Book Chapters
- Intelligent Surveillance and Pose-Invariant 2D Face Classification
B.C. Lovell, C. Sanderson, T. Shan.
In: Machine Interpretation of Patterns: Image Analysis and Data Mining (editors: R.K. De, D.P. Mandal, A. Ghosh).
Statistical Science and Interdisciplinary Research, Vol. 11,
World Scientific, 2010.
tags: book chapter, surveillance
external links: World Scientific Books
- Intelligent CCTV for Mass
Transport Security: Challenges
and Opportunities for Video and Face Processing
C. Sanderson, A. Bigdeli, T. Shan, S. Chen, E. Berglund, B.C. Lovell.
In: Progress In Computer Vision And Image Analysis (editors: H. Bunke,
J. Villanueva, G. Sánchez, X. Otazu).
Series in Machine Perception and Artificial Intelligence, Vol. 73,
World Scientific, 2009.
tags: book chapter, surveillance
external links: World Scientific Books
Technical Reports & Pre-Prints
- On Local Feature
Approaches to Classifying Silhouettes in IR Images
C. Sanderson, D. Gibbins.
CSSIP Commercial Report 34-05,
Adelaide, Australia,
2005.
- Silhouette
Classification in Adverse Conditions
C. Sanderson, D. Gibbins.
CSSIP Commercial Report 11-04,
Adelaide, Australia,
2004.
- Japanese Phoneme
Recognition Experiments on ATR's Travel Task (SDB) using HTK v2.02
C. Sanderson, H. Singer.
Technical Report TR-IT-0223, ATR Interpreting
Telecommunications
Research Laboratories, Kyoto, Japan, 1997.
Miscellaneous
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