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Sanderson, Conrad (11)
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Simple Search
Hits 1 – 11 of 11
1
Short text authorship attribution via sequence kernels, Markov chains and author unmasking: An investigation
Sanderson, Conrad
;
Guenter, Simon
In: Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing ; http://acl.ldc.upenn.edu/W/W06/#W06-1600 (2015)
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2
Short text authorship attribution via sequence kernels, Markov chains and author unmasking: An investigation
Guenter, Simon
;
Sanderson, Conrad
In: Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing ; http://acl.ldc.upenn.edu/W/W06/#W06-1600 (2015)
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3
Summarisation of surveillance videos by key-frame selection
Yang, Yan
;
Dadgostar, Farhad
;
Sanderson, Conrad
. - : IEEE, 2011
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4
Patch-based probabilistic image quality assessment for face selection and improved video-based face recognition
Wong, Yongkang
;
Chen, Shaokang
;
Mau, Sandra
. - : IEEE, 2011
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5
Biometric person recognition : Face, speech and fusion
Sanderson, Conrad
. - : VDM-Verlag, 2008
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6
Speech Processing & Text-Independent Automatic Person Verification
Sanderson, Conrad
In: http://infoscience.epfl.ch/record/82810 (2006)
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7
An Investigation of Spectral Subband Centroids for Speaker Authentication
Poh, Norman
;
Sanderson, Conrad
;
Bengio, Samy
In: http://infoscience.epfl.ch/record/82970 (2006)
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8
An Investigation of Spectral Subband Centroids for Speaker Authentication
Poh, Norman
;
Sanderson, Conrad
;
Bengio, Samy
In: http://infoscience.epfl.ch/record/83091 (2006)
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9
Short text authorship attribution via sequence kernels, Markov chains and author unmasking: An investigation
Sanderson, Conrad
;
Guenter, Simon
. - : Association for Computational Linguistics (ACL), 2006
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10
Automatic Person Verification Using Speech and Face Information
Sanderson, Conrad
. - : Griffith University, School of Microelectronic Engineering, 2003
Abstract:
Interest in biometric based identification and verification systems has increased considerably over the last decade. As an example, the shortcomings of security systems based on passwords can be addressed through the supplemental use of biometric systems based on speech signals, face images or fingerprints. Biometric recognition can also be applied to other areas, such as passport control (immigration checkpoints), forensic work (to determine whether a biometric sample belongs to a suspect) and law enforcement applications (e.g. surveillance). While biometric systems based on face images and/or speech signals can be useful, their performance can degrade in the presence of challenging conditions. In face based systems this can be in the form of a change in the illumination direction and/or face pose variations. Multi-modal systems use more than one biometric at the same time. This is done for two main reasons -- to achieve better robustness and to increase discrimination power. This thesis reviews relevant backgrounds in speech and face processing, as well as information fusion. It reports research aimed at increasing the robustness of single- and multi-modal biometric identity verification systems. In particular, it addresses the illumination and pose variation problems in face recognition, as well as the challenge of effectively fusing information from multiple modalities under non-ideal conditions.
Keyword:
0102 Applied Mathematics
;
010401 Applied Statistics
;
280200 Artificial Intelligence and Signal and Image Processing
;
280207 Pattern Recognition
;
750504 Law enforcement
;
Biometrics
;
Face recognition
;
Fusion
URL:
https://espace.library.uq.edu.au/view/UQ:155675/sanderson_thesis_2003_rev07.pdf
https://espace.library.uq.edu.au/view/UQ:155675
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11
Information fusion for robust speaker verification
Sanderson, Conrad
;
Paliwal, Kuldip K.
. - : International Speech Communication Association, 2001
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