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Carvajal, Johanna, Wiliem, Arnold, McCool, Chris, Lovell, Brian and Sanderson, Conrad (2016). A Comparative Evaluation of Action Recognition Methods via Riemannian Manifolds, Fisher Vectors and GMMs: Ideal and Challenging Conditions. In: Huiping Cao, Jinyan Li and Ruili Wang, Trends and Applications in Knowledge Discovery and Data Mining. Pacific-Asia Conference on Knowledge Discovery and Data Mining, Auckland, New Zealand, (88-100). 19-22 April 2016. doi:10.1007/978-3-319-42996-0_8     1 Cited 1 times in Scopus1 1
Sanderson, Conrad and Paliwal, Kuldip K. (2000). Adaptive Multi-Modal Person Verification System. In: The first IEEE Pacific-Rim Conference on Multimedia : 2000 International Symposium on Multimedia Information Processing : conference proceedings. IEEE Pacific-Rim Conference on Multimedia (IEEE-PCM), Sydney, Australia, (). 13-15 December 2000.    
Reddy, Vikas, Sanderson, Conrad, Sanin, Andres and Lovell, Brian (2010). Adaptive patch-based background modelling for improved foreground object segmentation and tracking. In: Proceedings. IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS 2010). 2010 7th International Conference on Advanced Video and Signal-Based Surveillance, Boston, MA, United States, (172-179). 29 August - 1 September 2010. doi:10.1109/AVSS.2010.84     Cited 19 times in Scopus19 0
Reddy, Vikas, Sanderson, Conrad and Lovell, Brian C. (2011) A low-complexity algorithm for static background estimation from cluttered image sequences in surveillance contexts. EURASIP Journal on Image and Video Processing, 2011 164956: 1-14. doi:10.1155/2011/164956     25 Cited 41 times in Scopus41 0
Bedo, Justin, Sanderson, Conrad and Kowalczyk, Adam (2006). An efficient alternative to SVM based recursive feature elimination with applications in natural language processing and bioinformatics. In: A. Sattar and B. H. Kang, AI 2006: Advances in Artificial Intelligence. 19th Australian Joint Conference on Artificial Intelligence, Hobart, Tasmania, Australia, (170-180). 4-8 December 2006. doi:10.1007/11941439_21     12 0
Reddy, Vikas, Sanderson, Conrad and Lovell, Brian, C. (2009). An efficient and robust sequential algorithm for background estimation in video surveillance. In: Proceedings of the 2009 IEEE International Conference on Image Processing. International Conference on Image Processing (ICIP 2009), Cairo, Egypt, (1109-1112). 7-12 November 2009. doi:10.1109/ICIP.2009.5413450     9 Cited 14 times in Scopus14 0
Reddy, Vikas, Sanderson, Conrad, Lovell, Brian, C. and Bigdeli, Abbas (2009). An efficient background estimation algorithm for embedded smart cameras. In: 2009 3rd ACM/IEEE International Conference on Distributed Smart Cameras. 3rd ACM/IEEE International Conference on Distributed Smart Cameras, Como, Italy, (1-7). 30 August 2009 - 2 September 2009. doi:10.1109/ICDSC.2009.5289348     Cited 9 times in Scopus9 0
Sanderson, Conrad and Curtin, Ryan (2017). An open source C++ implementation of multi-threaded Gaussian mixture models, k-means and expectation maximisation. In: Tadeusz A. Wysocki and Beata J. Wysocki, 11th International Conference on Signal Processing and Communication Systems, (ICSPCS). International Conference on Signal Processing and Communication Systems, Surfers Paradise, QLD, Australia, (1-8). 13-15 December 2017. doi:10.1109/ICSPCS.2017.8270510     0 0 1
Sanderson, Conrad (2010) Armadillo: An Open Source C++ Linear Algebra Library for Fast Prototyping and Computationally Intensive Experiments. , , NICTA.    
Sanderson, Conrad and Curtin, Ryan (2016) Armadillo: a template-based C++ library for linear algebra. Journal of Open Source Software, . doi:10.21105/joss.00026     0
Sanderson, Conrad and Curtin, Ryan (2018). A User-Friendly Hybrid Sparse Matrix Class in C++. In: ICMS 2018: Mathematical Software. ICMS: International Congress on Mathematical Software, South Bend, IN, United States, (422-430). 24-27 July 2018. doi:10.1007/978-3-319-96418-8_50     Cited 1 times in Scopus1 5
Wiliem, Arnold, Sanderson, Conrad, Wong, Yongkang, Hobson, Peter, Minchin, Rodney F. and Lovell, Brian C. (2014) Automatic classification of Human Epithelial type 2 cell Indirect Immunofluorescence images using Cell Pyramid Matching. Pattern Recognition, 47 7: 2315-2324. doi:10.1016/j.patcog.2013.10.014     30 Cited 40 times in Scopus40 1
Sanderson, Conrad (2003). Automatic Person Verification Using Speech and Face Information PhD Thesis, School of Microelectronic Engineering, Griffith University.    
Boult, Terrance, Nevatia, Ram, Velipasalar, Senem, Ramesh, Visvanathan, Sanderson, Conrad and Chang, Ming-Ching (2016). AVSS 2016 Message from the chairs. In: 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Colorado Springs, CO, USA, (). 23-26 Aug. 2016. doi:10.1109/AVSS.2016.7738087     0
Shirazi, Sareh, Sanderson, Conrad, McCool, Chris and Harandi, Mehrtash T. (2015). Bags of affine subspaces for robust object tracking. In: 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA). International Conference on Digital Image Computing: Techniques and Applications, DICTA 2015, Adelaide, South Australia, (198-204). 23-25 November 2015. doi:10.1109/DICTA.2015.7371239     0 Cited 2 times in Scopus2 3
Sanderson, Conrad Biometric person recognition : Face, speech and fusion. Saarbrücken, Germany: VDM-Verlag, 2008.    
Wiliem, Arnold, Wong, Yongkang, Sanderson, Conrad, Hobson, Peter, Chen, Shaokang and Lovell, Brian C. (2013). Classification of human epithelial type 2 cell indirect immunofluoresence images via codebook based descriptors. In: Proceedings of IEEE Workshop on Applications of Computer Vision (WACV). 2013 IEEE Workshop on Applications of Computer Vision (WACV), Tampa, FL, United States, (95-102). 15-17 Janunary 2013. doi:10.1109/WACV.2013.6475005     20 Cited 38 times in Scopus38 0
Kong, Suyu, Sanderson, C. and Lovell, Brian C. (2007). Classifying and tracking multiple persons for proactive surveillance of mass transport systems. In: Andrea Cavallaro, Proceedings of 2007 IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS2007). IEEE Conference on Advanced Video and Signal Based Surveillance 2007 (AVSS2007), London, UK, (159-163). 5-7 September 2007. doi:10.1109/AVSS.2007.4425303     0 Cited 8 times in Scopus8 0
Shirazi, Sareh, Harandi, Mehrtash T., Sanderson, Conrad, Alavi, Azadeh and Lovell, Brian C. (2012). Clustering on Grassmann manifolds via kernel embedding with application to action analysis. In: 2012 IEEE International Conference on Image Processing: ICIP 2012: Proceedings. 2012 19th IEEE International Conference on Image Processing (ICIP), Orlando, United States, (781-784). 30 September - 3 October 2012. doi:10.1109/ICIP.2012.6466976     Cited 20 times in Scopus20 0
Sanderson, Conrad, Harandi, Mehrtash T., Wong, Yongkang and Lovell, Brian C. (2012). Combined learning of salient local descriptors and distance metrics for image set face verification. In: Proceedings, 2012 IEEE Ninth International Conference on Advanced Video and Signal-Based Surveillance : AVSS 2012. 9th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), Beijing, Peoples R China, (294-299). 18-21 September 2012. doi:10.1109/AVSS.2012.23     7 Cited 7 times in Scopus7 1
Cardinaux, Fabien, Sanderson, Conrad and Marcel, Sebastien (2003). Comparison of MLP and GMM Classifiers for Face Verification on XM2VTS. In: Lecture Notes in Computer Science. Audio- and Video-Based Biometric Person Authentication: 4th International Conference, AVBPA 2003, Guildford, UK,, (911-920). 9th – 11th June, 2003. doi:10.1007/3-540-44887-X_106     17 0
Ge, ZongYuan, McCool, Chris, Sanderson, Conrad and Corke, Peter (2015). Content specific feature learning for fine-grained plant classification. In: Working Notes of CLEF 2015 - Conference and Labs of the Evaluation forum. Working Notes of CLEF 2015 - Conference and Labs of the Evaluation forum, Toulouse, France, (). 8-11 September 2015.    
Harandi, Mehrtash, Sanderson, Conrad, Shen, Chunhua and Lovell, Brian C. (2013). Dictionary earning and sparse coding on Grassmann manifolds: an extrinsic solution. In: Proceedings - 2013 IEEE International Conference on Computer Vision, ICCV 2013. IEEE International Conference on Computer Vision (ICCV), Sydney, Australia, (3120-3127). 1-8 December 2013. doi:10.1109/ICCV.2013.387     36 Cited 64 times in Scopus64 0
Namazi, Majid, Sanderson, Conrad, Newton, M. A. Hakim, Polash, Md Masbaul Alam and Sattar, Abdul (2018). Diversified Late Acceptance Search. In AI 2018: Advances in Artificial Intelligence (pp. 299-311) Cham, Switzerland: Springer International Publishing. doi:10.1007/978-3-030-03991-2_29     0 2
Wong, Yongkang, Sanderson, Conrad, Mau, Sandra and Lovell, Brian C. (2010). Dynamic amelioration of resolution mismatches for local feature based identity inference. In: Proceedings. 2010 20th International Conference on Pattern Recognition (ICPR). 2010 20th International Conference on Pattern Recognition (ICPR 2010), Istanbul, Turkey, (1200-1203). 23-26 August 2010. doi:10.1109/ICPR.2010.299     Cited 8 times in Scopus8 1
Ssnderson, C. and Paliwal, K. K. (1997). Effect of different sampling rates and feature vector sizes on speech recognition performance. In: Proceedings of IEEE TENCON '97. IEEE Region 10 Annual Conference. Speech and Image Technologies for Computing and Telecommunications. TENCON '97, Brisbane QLD Australia, (161-164). 4 December 1997. doi:10.1109/tencon.1997.647282    
Harandi, Mehrtash T., Sanderson, Conrad, Bigdeli, Abbas and Lovell, Brian C. (2011). Ensemble of furthest subspace pairs for enhanced image set matching. In: 18th IEEE International Conference on Image Processing (ICIP). 18th IEEE International Conference on Image Processing (ICIP), Brussels, Belguim, (821-824). 11-14 September 2011. doi:10.1109/ICIP.2011.6116683     0 0 0
Bhardwaj, Shikhar, Curtin, Ryan R., Edel, Marcus, Mentekidis, Yannis and Sanderson, Conrad (2018). ensmallen: a flexible C++ library for efficient function optimization. In: Workshop on Systems for ML and Open Source Software at NIPS. Workshop on Systems for ML and Open Source Software at NIPS / NeurIPS, Montréal, Canada, (). 7 December 2018. doi:10.5281/zenodo.2008651    
Chen, Shaokang, Berglund, Erik, Bigdeli, Abbas, Sanderson, Conrad and Lovell, Brian C. (2008). Experimental analysis of face recognition on still and CCTV images. In: I. Paulidis and I. Kakadiaris, Advanced Video and Signal Based Surveillance 2008. IEEE International Conference on Advanced Video and Signal Based Surveillance 2008 (AVSS '08), Santa Fe, New Mexico, U.S.A., (317-324). 1-3 September 2008. doi:10.1109/AVSS.2008.15     Cited 9 times in Scopus9 0
Ge, ZongYuan, McCool, Chris, Sanderson, Conrad, Wang, Peng, Liu, Lingqiao, Reid, Ian and Corke, Peter (2016). Exploiting temporal information for DCNN-based fine-grained object classification. In: 2016 International Conference On Digital Image Computing: Techniques and Applications (Dicta). International Conference on Digital Image Computing - Techniques and Applications (DICTA), Gold Coast, Australia, (442-447). 30 November-2 December 2016. doi:10.1109/DICTA.2016.7797039     0 Cited 1 times in Scopus1 4
Sanderson, Conrad and Bengio, Samy (2004). Extrapolating Single View Face Models for Multi-View Recognition. In: Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference. 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, Melbourne, VIC, Australia, (581-586). 14-17 December 2004. doi:10.1109/issnip.2004.1417526     0
Harandi, Mehrtash, Hartley, Richard, Shen, Chunhua, Lovell, Brian and Sanderson, Conrad (2015) Extrinsic methods for coding and dictionary learning on grassmann manifolds. International Journal of Computer Vision, 114 2-3: 113-136. doi:10.1007/s11263-015-0833-x     23 Cited 30 times in Scopus30 0
Messer, K., Kittler, J., Sadeghi, M., Hamouz, M., Kostyn, A., Marcel, S., Bengio, S., Cardinaux, F., Sanderson, C., Poh, N., Rodriguez, Y., Kryszczuk, K., Czyz, J., Vandendorpe, L., Ng, J., Cheung, H. and Tang, B. (2004). Face Authentication Competition on the BANCA Database. In: Lecture Notes in Computer Science. 1st International Conference on Biometric Authentication, Hong Kong, China, (8-15). 15th - 17th July, 2004. doi:10.1007/978-3-540-25948-0_2     Cited 1 times in Scopus1 0
Chen, Shaokang, Mau, Sandra, Harandi, Mehrtash T., Sanderson, Conrad, Bigdeli, Abbas and Lovell, Brian C. (2011) Face recognition from still images to video sequences: A local-feature-based framework. EURASIP Journal on Image and Video Processing, 2011 790598.1-790598.14. doi:10.1155/2011/790598     13 Cited 40 times in Scopus40 0
Messer, K., Kittler, J., Sadeghi, M., Marcel, S., Marcel, C., Bengio, S., Cardinaux, F., Sanderson, C., Czyz, J., Vandendorpe, L., Srisuk, S., Petrou, M., Kurutach, W., Kadryrov, A., Paredes, R., Kepenekci, B., Tek, F. B., Akar, G. B., Deravi, F. and Mavity, N. (2003). Face Verification Competition on the XM2VTS Database. In: Audio- and Video-Based Biometric Person Authentication. Audio-and video-based biometric person authentication : 4th International Conference, AVBPA 2003,, Guidford, UK, (964-974). June 9–11, 2003. doi:10.1007/3-540-44887-X_112     0
Cardinaux, F., Sanderson, C. and Bengio, S. (2004). Face verification using adapted generative models. In: Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition, 2004. Sixth IEEE International Conference on Automatic Face and Gesture Recognition 2004 (FGR 2004), Seoul, Korea, (825-830). 17-19 May 2004. doi:10.1109/AFGR.2004.1301636     17 Cited 33 times in Scopus33 0
Sanderson, Conrad and Paliwal, Kuldip K. (2003) Fast Features for Face Authentication Under Illumination Direction Changes. Pattern Recognition Letters, 24 14: 2409-2419. doi:10.1016/S0167-8655(03)00070-9     73 Cited 100 times in Scopus100 0
Ge, ZongYuan, McCool, Chris, Sanderson, Conrad, Bewley, Alex, Chen, Zetao and Corke, Peter (2015). Fine-grained bird species recognition via hierarchical subset learning. In: 2015 IEEE International Conference on Image Processing (ICIP). 2015 IEEE International Conference on Image Processing (ICIP), Quebec City, QC, Canada, (-561). 27-30 September, 2015. doi:10.1109/icip.2015.7350861     Cited 6 times in Scopus6 0
Ge, Zong Yuan, Bewley, Alex, McCool, Christopher, Corke, Peter, Upcroft, Ben and Sanderson, Conrad (2016). Fine-grained classification via mixture of deep convolutional neural networks. In: IEEE Winter Conference on Applications of Computer Vision, WACV 2016. 2016 IEEE Winter Conference on Applications of Computer Vision, WACV 2016, Lake Placid, NY, U.S.A., (1-6). 7-10 March 2016. doi:10.1109/WACV.2016.7477700     0 Cited 11 times in Scopus11 0
Sanderson, Conrad and Curtin, Ryan (2017) gmm_diag and gmm_full: C++ classes for multi-threaded Gaussian mixture models and expectation-maximisation. Journal of Open Source Software, 2 18: . doi:10.21105/joss.00365     1
Harandi, Mehrtash T., Sanderson, Conrad, Shirazi, Sareh and Lovell, Brian C. (2011). Graph embedding discriminant analysis on Grassmannian manifolds for improved image set matching. In: 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, USA, (2705-2712). 20-25 June 2011. doi:10.1109/CVPR.2011.5995564     Cited 165 times in Scopus165 0
Sanderson, Conrad and Paliwal, Kuldip K. (2005) Identity Verification Using Speech and Face Information. Digital signal processing, 14 5: 449-480. doi:10.1016/j.dsp.2004.05.001     86 Cited 108 times in Scopus108 0
Reddy, Vikas, Sanderson, Conrad and Lovell, Brian C. (2011). Improved anomaly detection in crowded scenes via cell-based analysis of foreground speed, size and texture. In: 2011 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 2011 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Colorado Springs, CO, United States, (55-61). 20-25 June 2011. doi:10.1109/CVPRW.2011.5981799     Cited 85 times in Scopus85 1
Reddy, Vikas, Sanderson, Conrad and Lovell, Brian (2013) Improved foreground detection via block-based classifier cascade with probabilistic decision integration. IEEE Transactions On Circuits And Systems For Video Technology, 23 1: 83-93. doi:10.1109/TCSVT.2012.2203199     38 Cited 53 times in Scopus53 4
Chen, Shaokang, Sanderson, Conrad, Harandi, Mehrtash T and Lovell, Brian C. (2013). Improved image set classification via joint sparse approximated nearest subspaces. In: Computer Vision and Pattern Recognition (CVPR), 2013 IEEE Conference on. 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2013, Portland, OR United States, (452-459). 23 - 28 June 2013. doi:10.1109/CVPR.2013.65     36 Cited 53 times in Scopus53 0
Sanin, Andres, Sanderson, Conrad and Lovell, Brian (2010). Improved shadow removal for robust person tracking in surveillance scenarios. In: Proceedings. 2010 20th International Conference on Pattern Recognition (ICPR 2010). International Conference on Pattern Recognition (20th, ICPR 2010), Istanbul, Turkey, (141-144). 23-26 August 2010. doi:10.1109/ICPR.2010.43     Cited 73 times in Scopus73 0
Sanderson, Conrad and Paliwal, Kuldip K. (2001). Information fusion for robust speaker verification. In: EUROSPEECH 2001 - 7th European Conference on Speech Communication and Technology, Scandinavia, (755-758). 2001.     Cited 5 times in Scopus5
Sanderson, Conrad, Bigdeli, Abbas, Shan, Ting, Chen, Shaokang, Berglund, Erik and Lovell, Brian C. (2007) Intelligent CCTV for Mass Transport Security: Challenges and Opportunities for Video and Face Processing. Electronic Letters on Computer Vision and Image Analysis, 6 3: 30-41. doi:10.5565/rev/elcvia.140    
Sanderson, Conrad, Bigdeli, Abbas, Shan, Ting, Chen, Shaokang, Berglund, Erik and Lovell, Brian C. (2009). Intelligent CCTV for mass transport security: Challenges and opportunities for video and face processing. In Horst Bunke, Juan José Villanueva, Gemma Sánchez and Xavier Otazu (Ed.), Progress in Computer Vision and Image Analysis (pp. 557-573) Singapore: World Scientific. doi:10.1142/9789812834461_0030    
Lovell, Brian C., Sanderson, Conrad and Shan, Ting (2010). Intelligent surveillance and pose-invariant 2D face classification. In Rajat K. de, Deba Prasad Mandel and Ashish Ghosh (Ed.), Machine interpretation of patterns: Image analysis and data mining (pp. 207-229) Singapore, Republic of Singapore: World Scientific.    

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