Dr Arnold Wiliem

Advanced Queensland Research Fellow

School of Information Technology and Electrical Engineering
Faculty of Engineering, Architecture and Information Technology
a.wiliem@uq.edu.au
+61 7 336 51643

Overview

Research Interests

  • Computer Vision
  • Machine Learning
  • Digital Pathology
  • Security & Surveillance Systems

Qualifications

  • Doctor of Philosophy, Queensland University of Technology

Publications

  • San, Wai Y. K., Chen, Shaokang, Wiliem, Arnold, Di, Binn and Lovell, Brian C. (2017). How do you develop a face detector for the unconstrained environment?. In: 2016 International Conference on Image and Vision Computing New Zealand, IVCNZ 2016. 2016 International Conference on Image and Vision Computing New Zealand, IVCNZ 2016, Palmerston North, New Zealand, (1-6). 21 - 22 November 2016. doi:10.1109/IVCNZ.2016.7804414

  • Yang, Siqi, Wiliem, Arnold and Lovell, Brian C. (2017). To face or not to face: towards reducing false positive of face detection. In: International Conference Image and Vision Computing New Zealand. 2016 International Conference on Image and Vision Computing New Zealand, IVCNZ 2016, Palmerston North, New Zealand, (7-12). 21 - 22 November 2016. doi:10.1109/IVCNZ.2016.7804415

  • Liu, Liangchen, Wiliem, Arnold, Chen, Shaokang and Lovell, Brian C. (2016) What is the best way for extracting meaningful attributes from pictures?. Pattern Recognition, 64 314-326. doi:10.1016/j.patcog.2016.10.034

View all Publications

Supervision

View all Supervision

Publications

Book Chapter

Journal Article

Conference Publication

  • San, Wai Y. K., Chen, Shaokang, Wiliem, Arnold, Di, Binn and Lovell, Brian C. (2017). How do you develop a face detector for the unconstrained environment?. In: 2016 International Conference on Image and Vision Computing New Zealand, IVCNZ 2016. 2016 International Conference on Image and Vision Computing New Zealand, IVCNZ 2016, Palmerston North, New Zealand, (1-6). 21 - 22 November 2016. doi:10.1109/IVCNZ.2016.7804414

  • Yang, Siqi, Wiliem, Arnold and Lovell, Brian C. (2017). To face or not to face: towards reducing false positive of face detection. In: International Conference Image and Vision Computing New Zealand. 2016 International Conference on Image and Vision Computing New Zealand, IVCNZ 2016, Palmerston North, New Zealand, (7-12). 21 - 22 November 2016. doi:10.1109/IVCNZ.2016.7804415

  • 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. PAKDD, Workshop on Machine Learning for Sensory Data Analysis (MLSDA), Auckland, New Zealand, (88-100). 19-22 April 2016. doi:10.1007/978-3-319-42996-0_8

  • Liu, Liangchen, Wiliem, Arnold, Chen, Shaokang and Lovell, Brian C. (2016). Automatic and quantitative evaluation of attribute discovery methods. In: 2016 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE Winter Conference on Applications of Computer Vision (WACV), Lake Placid, NY, United States, (). 7-10 March 2016. doi:10.1109/WACV.2016.7477693

  • Liu, Liangchen, Wiliem, Arnold, Chen, Shaokang, Zhao, Kun and Lovell, Brian C. (2016). Determining the best attributes for surveillance video keywords generation. In: ISBA 2016 - IEEE International Conference on Identity, Security and Behavior Analysis. 2nd IEEE International Conference on Identity, Security and Behavior Analysis, ISBA 2016, Sendai, Japan, (). 29 February - 2 March 2016. doi:10.1109/ISBA.2016.7477239

  • Zhang, Teng, Liu, Liangchen, Wiliem, Arnold and Lovell, Brian (2016). Is Alice chasing or being chased?: Determining subject and object of activities in videos. In: 2016 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE Winter Conference on Applications of Computer Vision (WACV), Lake Placid, NY, United States, (). 7-10 March 2016. doi:10.1109/WACV.2016.7477710

  • Zhao, Kun, Wiliem, Arnold, Chen, Shaokang and Lovell, Brian C. (2016). Manifold convex hull (MACH): satisfying a need for SPD. In: 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. 23rd IEEE International Conference on Image Processing, ICIP 2016, Phoenix, AZ, United States, (251-255). 25-28 September 2016. doi:10.1109/ICIP.2016.7532357

  • Miros, Anastasia, Wiliem, Arnold, Holohan, Kim, Ball, Lauren, Hobson, Peter and Lovell, Brian C. (2015). A benchmarking platform for mitotic cell classification of ANA IIF HEp-2 images. In: 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA). International Conference on Digital Image Computing: Techniques and Applications, DICTA, Adelaide, SA, Australia, (9-14). 23-25 November 2015. doi:10.1109/DICTA.2015.7371213

  • Crossman, Matthew, Wiliem, Arnold, Finucane, Paul, Jennings, Anthony and Lovell, Brian C. (2015). A multiple covariance approach for cell detection of Gram-stained smears images. In: 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing: Proceedings. International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Conference, Brisbane, QLD, Australia, (932-936). 19-24 April 2015. doi:10.1109/ICASSP.2015.7178106

  • Samak, Asser, Wiliem, Arnold, Hobson, Peter, Walsh, Michael, Ditchmen, Ted, Troskie, Arne, Barksdale, Sarah, Edwards, Rhonda, Jennings, Anthony and Lovell, Brian C. (2015). An optimization approach to scanning skin direct immunofluorescence specimens. In: 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA). International Conference on Digital Image Computing: Techniques and Applications, DICTA, Adelaide, SA, Australia, (130-137). 23-25 November 2015. doi:10.1109/DICTA.2015.7371230

  • Smith, Danny F., Wiliem, Arnold and Lovell, Brian C. (2015). Binary watermarks: a practical method to address face recognition replay attacks on consumer mobile devices. In: 2015 IEEE International Conference on Identity, Security and Behavior Analysis (ISBA). IEEE International Conference on Identity, Security and Behavior Analysis (ISBA), Hong Kong Special Administrative Region of the People's Republic of China, (). 23-25 March 2015. doi:10.1109/ISBA.2015.7126344

  • Zhang, Teng, Wiliem, Arnold, Hemson, Graham and Lovell, Brian C. (2015). Detecting kangaroos in the wild: the first step towards automated animal surveillance. In: 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing: Proceedings. International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Conference, Brisbane, QLD, Australia, (1961-1965). 19-24 April 2015. doi:10.1109/ICASSP.2015.7178313

  • Zhao, Kun, Wiliem, Arnold and Lovell, Brian (2015). Kernelised orthonormal random projection on grassmann manifolds with applications to action and gait-based gender recognition. In: 2015 IEEE International Conference on Identity, Security and Behavior Analysis, ISBA 2015. 2015 IEEE International Conference on Identity, Security and Behavior Analysis, ISBA 2015, Hong Kong, (). March 23-25, 2015. doi:10.1109/ISBA.2015.7126348

  • Liu, Liangchen, Wiliem, Arnold, Chen, Shaokang and Lovell, Brian C. (2014). Automatic image attribute selection for zero-shot learning of object categories. In: Proceedings - International Conference on Pattern Recognition. 22nd International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, (2619-2624). 24-28 August, 2014. doi:10.1109/ICPR.2014.452

  • Hobson, Peter, Lovell, Brian C., Percannella, Gennaro, Vento, Mario and Wiliem, Arnold (2014). Classifying anti-nuclear antibodies HEp-2 images: A benchmarking platform. In: Proceedings - International Conference on Pattern Recognition. 22nd International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, (3233-3238). 24 - 28 August 2014. doi:10.1109/ICPR.2014.557

  • Wiliem, Arnold, Hobson, Peter and Lovell, Brian C. (2014). Discovering discriminative cell attributes for HEp-2 specimen image classification. In: 2014 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE Winter Conference on Applications of Computer Vision (WACV 2014), Steamboat Springs, CO, United States, (423-430). 24-26 March 2014. doi:10.1109/WACV.2014.6836071

  • Chen, Shaokang, Wiliem, Arnold, Sanderson, Conrad and Lovell, Brian C. (2014). Matching image sets via adaptive multi convex hull. In: 2014 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE Winter Conference on Applications of Computer Vision (WACV 2014), Steamboat Springs, CO, United States, (1074-1081). 24-26 March 2014. doi:10.1109/WACV.2014.6835985

  • Alavi, Azadeh, Wiliem, Arnold, Zhao, Kun, Lovell, Brian C. and Sanderson, Conrad (2014). Random projections on manifolds of symmetric positive definite matrices for image classification. In: 2014 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE Winter Conference on Applications of Computer Vision (WACV 2014), Steamboat Springs, CO, United States, (301-308). 24-26 March 2014. doi:10.1109/WACV.2014.6836085

  • Yang, Yan, Wiliem, Arnold, Alavi, Azadeh and Hobson, Peter (2013). Classification of human epithelial type 2 cell images using independent component analysis. In: 2013 IEEE International Conference on Image Processing ICIP 2013: Proceedings. 2013 IEEE International Conference on Image Processing (ICIP 2013), Melbourne, Australia, (733-737). 15-18 September 2013. doi:10.1109/ICIP.2013.6738151

  • 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

  • Zhang, Teng, Wiliem, Arnold and Lovell, Brian C. (2013). Region-based anomaly localisation in crowded scenes via trajectory analysis and path prediction. In: 2013 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2013. 2013 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2013, Hobart, TAS, Australia, (208-214). November 26, 2013-November 28, 2013. doi:10.1109/DICTA.2013.6691519

  • Harandi, Mehrtash T., Sanderson, Conrad, Wiliem, Arnold and Lovell, Brian C. (2012). Kernel analysis over Riemannian manifolds for visual recognition of actions, pedestrians and textures. In: Proceedings of IEEE Workshop on Applications of Computer Vision. 2012 IEEE Workshop on Applications of Computer Vision, Breckenridge, CO, United States, (433-439). 9-11 January 2012. doi:10.1109/WACV.2012.6163005

  • Wiliem, Arnold, Hobson, Peter, Minchin, Rodney F. and Lovell, Brian C. (2011). An automatic image based single dilution method for end point titre quantitation of antinuclear antibodies tests using HEp-2 cells. In: Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications. 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2011), Noosa, QLD, Australia, (1-6). 6 - 8 December 2011. doi:10.1109/DICTA.2011.9

  • Wiliem, Arnold, Madasu, Vamsi, Boles, Wageeh and Yarlagadda, Prasad (2009). A context-based approach for detecting suspicious behaviours. In: Proceedings 2009 Digital Image Computing:Techniques and Applications DICTA 2009. DICTA 2009: Digital Image Computing:Techniques and Applications, Melbourne, VIC, Australia, (146-153). 1-3 December 2009. doi:10.1109/DICTA.2009.31

  • Wiliem, A., Madasu, V., Boles, W. and Yarlagadda, P. (2009). Adaptive unsupervised learning of human actions. In: Proceedings of 3rd International Conference on Crime Detection and Prevention (ICDP 2009). 3rd International Conference on Imaging for Crime Detection and Prevention (ICDP 2009), London United Kingdom, (). 3 December 2009. doi:10.1049/ic.2009.0257

Grants (Administered at UQ)

PhD and MPhil Supervision

Current Supervision

  • Doctor Philosophy — Associate Advisor

    Other advisors:

  • Doctor Philosophy — Associate Advisor

    Other advisors:

  • Doctor Philosophy — Associate Advisor

    Other advisors:

Completed Supervision