Anthony Dick's Publications

Book Chapters

A. Dick, A. van den Hengel, H. Detmold. Large Scale Camera Topology Mapping: Application to Re-Identification In Person Re-Identification, Springer, 2014.
  

Journal articles

P. Wang, Q. Wu, C. Shen, A. Dick, A. van den Hengel. FVQA: Fact-based Visual Question Answering IEEE Transactions on Pattern Analysis and Machine Intelligence, accepted August 2017.
  
Q. Wu, D. Teney, P. Wang, C. Shen, A. Dick, A. van den Hengel. Visual Question Answering: A Survey of Methods and Datasets Computer Vision and Image Understanding, accepted May 2017.
  
Q. Wu, C. Shen, P. Wang, A. Dick, A. van den Hengel. Image Captioning and Visual Question Answering Based on Attributes and External Knowledge IEEE Transactions on Pattern Analysis and Machine Intelligence, accepted April 2017.
  
X. Li, A. Dick, C. Shen, Z. Zhang. Online Metric-Weighted Linear Representations for Robust Visual Tracking IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol 38, Issue 5, 2016.
  
Y. Chen, X. Li, A. Dick, R. Hill. Ranking Consistency for Image Matching and Object Retrieval Pattern Recognition, Vol 47, Issue 3, 2014.
  
Y. Niu, A. Dick, M. Brooks. Compass Rose: A Rotational Robust Signature for Optical Flow Computation IEEE Transactions on Circuits and Systems for Video Technology, Vol 24, Issue 1, 2014.
  
X. Li, W. Hu, C. Shen, A. Dick, Z. Zhang. Context-Aware Hypergraph Construction for Robust Spectral Clustering IEEE Transactions on Knowledge and Data Engineering, Accepted 3 July, 2013.
  
Y. Chen, A. Dick, X. Li, A. van den Hengel. Spatially aware feature selection and weighting for object retrieval Image and Vision Computing, Vol 31, No 12, 2013.
  
X. Li, W. Hu, C. Shen, Z. Zhang, A. Dick, A. van den Hengel. A Survey of Appearance Models in Visual Object Tracking IEEE Transactions on Intelligent Systems and Technology, Vol 4, Issue 4, 2013. (PDF)
  
P. Kumar, A. Dick. Adaptive earth movers distance-based Bayesian multi-target tracking IET Computer Vision, Vol 7, No 4, 2013.
  
X. Li, A. Dick, C. Shen, Z. Zhang, A. van den Hengel, H. Wang. Visual Tracking with Spatio-Temporal Dempster-Shafer Information Fusion IEEE Transactions on Image Processing, Vol 22, No 8, 2013.
  
Y. Niu, A. Dick, M. Brooks. Linking Local and Global Optical Flow Computation by Subspace Regularization Optical Engineering, Vol 52, No 3, 2013.
  
X. Li, A. Dick, C. Shen, A. van den Hengel, H. Wang. Incremental learning of 3D-DCT compact representations robust visual tracking IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol 35, No 4, 2013.
  
Y. Chen, X. Li, A. Dick, A. van den Hengel. Boosting Object Retrieval with Group Queries IEEE Signal Processing Letters, Vol 19, No 11, 2012.
  
Y. Niu, A. Dick, M. Brooks. Locally Oriented Optical Flow Computation IEEE Transactions on Image Processing, Vol 21, No 4, 2012.
  
A. van den Hengel, D. Sale, A. Dick. SecondSkin: An interactive method for appearance transfer Computer Graphics Forum, Vol 28, No 7, 2009.
  
A. Flint, A. Dick, A. van den Hengel. Local 3D Structure Recognition in Range Images. IET Computer Vision, Vol. 2, No. 4, pp 208-217, 2008.
  
H. Detmold, A. van den Hengel, A. Dick, K. Falkner, D. Munro, R. Morrison. Middleware for Distributed Video Surveillance . IEEE Distributed Systems Online, Vol. 9, No. 2, 2008.
  
A. van den Hengel, A. Dick, T. Thormaehlen, B. Ward, P. H. S. Torr. VideoTrace: Rapid interactive scene modelling from video . ACM Transactions on Graphics, Vol. 23, No. 3, pp584-591, 2007.
  
A. Dick, P.Torr, R. Cipolla. Modelling and Interpretation of Architecture from Several Images, International Journal of Computer Vision, Vol. 60, No. 2, November 2004. (PDF - 6.6MB). An earlier version: Microsoft Research Technical Report MSR-TR-2002-78, August 2002.
  

Conference papers

H. Rezatofighi, A. Milan, Q. Shi, A. Dick, I. Reid. Joint Learning of Set Cardinality and Spatial Distribution. Proc. AAAI Conf. Artificial Intelligence, 2018.
  
H. Rezatofighi, A. Milan, E. Abbasnejad, A. Dick, I. Reid. DeepSetNet: Predicting sets with deep neural networks. Proc. IEEE Int. Conf. Computer Vision, 2017.
  
E. Abbasnejad, A. Dick and A. van den Hengel. Infinite Variational Autoencoder for Semi-supervised Learning Proc. IEEE Int. Conf. Computer Vision and Pattern Recognition, 2017.
  
A. Milan, H. Rezatofighi, R. Garg, A. Dick and I. Reid. Data­-driven Approximations to NP-hard problems Proc. AAAI Conf. Artificial Intelligence, 2017.
  
A. Milan, H. Rezatofighi, A. Dick, I. Reid and K. Schindler. Online Multi-target Tracking using Recurrent Neural Networks Proc. AAAI Conf. Artificial Intelligence, 2017.
  
C. Cadena, A. Dick, I. Reid. Multi-modal Auto-Encoders as Joint Estimators for Robotics Scene Understanding Proc. Robotics Science and Systems, 2016.
  
Qi Wu, Chunhua Shen, Lingqiao Liu, Anthony Dick, Anton van den Hengel. What Value Do Explicit High Level Concepts Have in Vision to Language Problems? Proc. IEEE Int. Conf. Computer Vision and Pattern Recognition, 2016.
  
Qi Wu, Peng Wang, Chunhua Shen, Anthony Dick, Anton van den Hengel. Ask Me Anything: Free-form Visual Question Answering Based on Knowledge from External Sources Proc. IEEE Int. Conf. Computer Vision and Pattern Recognition, 2016.
  
Hamid Rezatofighi, Anton Milan, Zhen Zhang, Qinfeng Shi, Anthony Dick, Ian Reid. Joint Probabilistic Matching Using m-Best Solutions Proc. IEEE Int. Conf. Computer Vision and Pattern Recognition, 2016.
  
H. Rezatofighi, Z. Zhang, Q. Shi, A. Dick, I. Reid. Joint Probabilistic Data Association Revisited. Proc. IEEE Int. Conf. Computer Vision, 2015.
  
A. van den Hengel, C. Russell, A. Dick, J. Bastian, D. Pooley, L. Fleming, L. Agapito . Part-Based Modelling of Compound Scenes From Images. Proc. IEEE Int. Conf. Computer Vision and Pattern Recognition, 2015.
  
C. Cadena, A. Dick, I. Reid. A Fast, Modular Scene Understanding System using Context-Aware Object Detection. Proc. IEEE Int. Conf. Robotics and Automation, 2015.
  
H. Faulkner, A. Dick. AFL Player Detection and Tracking Proc. Digital Image Computing Techniques and Applications, 2015.
  
C. Zhu, A. Dick, A. van den Hengel. Camera Network Topology Estimation with Lighting Variation Proc. Digital Image Computing Techniques and Applications, 2015.
  
G. Stamatescu, A. Dick, L. White. Multi-camera tracking of intelligent targets with Hidden Reciprocal Chains Proc. Digital Image Computing Techniques and Applications, 2015.
  
H. Faulkner, E. Shehu, Z. Szpak, W. Chojnacki, A. Dick, A. van den Hengel. A Study of the Region Covariance Descriptor: Impact of Feature Selection and Image Transformations Proc. Digital Image Computing Techniques and Applications, 2015.
  
Y. Chen, A. Dick, X. Li. Context Based Re-ranking for Object Retrieval. Proc. Asian Conf. Computer Vision, 2014.
  
A. Milan, R. Gade, A. Dick, T.B. Moeslund, I. Reid. Improving Global Multi-target Tracking with Local Updates. Workshop on Visual Surveillance Re-Identification, held at European Conf. Computer Vision, 2014.
  
X. Li, Y. Li, C. Shen, A. Dick, A. van den Hengel. Contextual Hypergraph Modeling for Salient Object Detection. Proc. IEEE Int. Conf. Computer Vision, 2013.
  
X. Li, C. Shen, A. Dick, A. van den Hengel. Learning Compact Codes for Visual Tracking. Proc. IEEE Int. Conf. Computer Vision and Pattern Recognition, 2013.
  
X. Li, G. Lin, C. Shen, A. van den Hengel, A. Dick. Optimally Learning Hashing Functions Using Column Generation. Proc. Int. Conf. Machine Learning, 2013.
  
Y. Chen, A. Dick, X. Li. Visual Distance Measures for Object Retrieval. Proc. Digital Image Computing Techniques and Applications, 2012.
  
X. Li, C. Shen, Q. Shi, A. Dick, A. van den Hengel. Non-sparse Linear Representations for Visual Tracking with Online Reservoir Metric Learning. Proc. IEEE Int. Conf. Computer Vision and Pattern Recognition, 2012.
  
X. Li, A. Dick, C. Shen, H. Wang, A. van den Hengel. Graph mode-based contextual kernels for robust SVM tracking. Proc. IEEE Int. Conf. Computer Vision, 2011.
  
J. Bastian, B. Ward, R. Hill, A. van den Hengel, A. Dick. Interactive Modelling for AR Applications. Proc. Int. Symposium Modelling and Augmented Reality, 2010. Runner up, Best Paper Award.
  
Y. Chen, A. Dick, A. van den Hengel. Image retrieval with a visual thesaurus. Proc. Digital Image Computing Techniques and Applications, 2010.
  
A. van den Hengel, R. Hill, B. Ward, A. Cichowski, H. Detmold, C. Madden, A. Dick, J. Bastian. Automatic Camera Placement for Large Scale Surveillance Networks IEEE Workshop on Applications of Computer Vision, 2009.
  
A. Cichowski, C. Madden, H. Detmold, A. Dick, A. van den Hengel, R. Hill. Tracking Hand-off in Large Surveillance Networks Proc. International Conference on Image Vision Computing, 2009.
  
Y. Niu, A. Dick, M. Brooks. A New Inconsistency Measure for Linear Systems and Two Applications in Motion Analysis Proc. International Conference on Image Vision Computing, 2009.
  
P. Kumar, A. Dick. Real Time Target Tracking with Pan Tilt Zoom Camera Proc. Digital Image Computing Techniques and Applications, 2009.
  
A. van den Hengel, R. Hill, B. Ward, A. Dick. In situ Image Based Modelling Proc. Int. Symposium Modelling and Augmented Reality, 2009.
  
A. van den Hengel, D. Sale, A. Dick. SecondSkin: An interactive method for appearance transfer Proc. Pacific Graphics, 2009.
  
A. Cichowski, C. Madden, A. van den Hengel, R. Hill, H. Detmold, A. Dick. Contradiction and Correlation for Camera Overlap Estimation Proc. IEEE Int. Conf. Advanced Video and Signal Based Surveillance, 2009.
  
H. Detmold, A. van den Hengel, A. Dick, C. Madden, A. Cichowski, R. Hill. Surprisal-aware Scheduling of PTZ Cameras Proc. ACM/IEEE Int. Conf. on Distributed Smart Cameras, 2009.
  
A. van den Hengel, H. Detmold, C. Madden, A. Dick, A. Cichowski, R. Hill. A Framework for Determining Overlap in Large Scale Networks Proc. ACM/IEEE Int. Conf. on Distributed Smart Cameras, 2009.
  
Y. Niu, A. Dick, M. Brooks. A New Combination of Local and Global Constraints for Optical Flow Computation. Proc. International Conference on Image Vision Computing, December 2008. Winner of Best Student Paper Award
  
P. Kumar, A. Dick, M. Brooks. Integrated Bayesian Multiple Cue, Multiple Object Tracker for Objects Observed from Moving Cameras. Proc. International Conference on Image Vision Computing, December 2008.
  
P. Kumar, A. Dick, M. Brooks. Multiple Target Tracking with an Efficient Compact Colour Correlogram. Proc. International Conference on Control, Automation, Robotics and Vision, 2008. Winner of Best Paper Award.
  
R. Hill, A. van den Hengel, A. Dick, A. Cichowski, H. Detmold. Empirical Evaluation Of The Exclusion Approach To Estimating Camera Overlap. Proc. ACM/IEEE International Conference on Distributed Smart Cameras, 2008.
  
H. Detmold, A. van den Hengel, A. Dick, A. Cichowski, R. Hill, E. Kocadag, Y. Yarom, K. Falkner, D. Munro. Estimating Camera Overlap In Large And Growing Networks. Proc. ACM/IEEE International Conference on Distributed Smart Cameras, 2008.
  
A. van den Hengel, R. Hill, H. Detmold, A. Dick. Searching in space and time: a system for forensic analysis of large video repositories. e-Forensics '08: Proc. 1st International Conference on Forensic Applications and Techniques in Telecommunications, Information, and Multimedia, 2008.
  
A. Flint, A. Dick, A. van den Hengel. Thrift: Local 3D Structure Recognition Proc. Digital Image Computing Techniques and Applications, pp 182-188, December 2007.
  
A. van den Hengel, A. Dick, T. Thormaehlen, B. Ward, P. H. S. Torr. Interactive 3D Model Completion Proc. Digital Image Computing Techniques and Applications, pp 175-181, December 2007.
  
Y. Niu, A. Dick, M. J. Brooks. Discontinuity-Preserving Optical Flow Computation by a Dynamic Overdetermined System Proc. Digital Image Computing Techniques and Applications, pp 352-359, December 2007.
  
A. van den Hengel, A. Dick, T. Thormaehlen, B. Ward, P. H. S. Torr. A Shape Hierarchy for 3D Modelling from Video Proc. International Conference on Computer Graphics and Interactive Techniques in Australasia and Southeast Asia (GRAPHITE), December 2007.
  
A. van den Hengel, A. Dick, H. Detmold, A. Cichowski, R. Hill. Finding Camera Overlap in Large Surveillance Networks Proc. 8th Asian Conf. Computer Vision, pp 375-384, November 2007.
  
P. Kumar, M. J. Brooks, A. Dick Adaptive Multiple Object Tracking using Colour and Segmentation Cues Proc. 8th Asian Conf. Computer Vision, pp 853-863, November 2007.
  
H. Detmold, A. van den Hengel, A. Dick, A. Cichowski, R. Hill, E. Kocadag, K. Falkner, D. Munro. Topology Estimation for Thousand-Camera Surveillance Networks Proc. ACM/IEEE International Conference on Distributed Smart Cameras, pp 195-202, September 2007.
  
A. Zhao, M.J. Brooks, A. Dick. Enhanced Appearance Models for Object Tracking. Proc. International Conference on Image and Graphics (ICIG '07), August 2007.
  
A. van den Hengel, H. Detmold, A. Dick, R. Hill. Preparing for Post-catastrophe Video Processing. Science, Engineering and Technology Summit on Counter-Terrorism Technology Safeguarding Australia, 2007.
  
A. van den Hengel, A. Dick, R. Hill. Activity Topology Estimation for Large Networks of Cameras. Proc. IEEE Conf. Advanced Video and Signal Based Surveillance, November 2006.
  
H. Detmold, A. Dick, K. Falkner, D. Munro, A. van den Hengel, R. Morrison. Scalable Surveillance Software Architecture. Proc. IEEE Conf. Advanced Video and Signal Based Surveillance, November 2006.
  
A. van den Hengel, A. Dick, T. Thormaehlen, B. Ward, P. H. S. Torr. Building Models of Regular Scenes from Structure and Motion. Proc 17th British Machine Vision Conference, Edinburgh, September 2006.
  
A. van den Hengel, A. Dick, T. Thormaehlen, B. Ward, P. H. S. Torr, Rapid Interactive Modelling from Video with Graph Cuts. Eurographics 2006, September 2006.
  
A. van den Hengel, A. Dick, T. Thormaehlen, B. Ward, P. H. S. Torr. Hierarchical model fitting to 2D and 3D data, Third International Conference on Computer Graphics, Imaging and Visualisation, IEEE Computer Society Press, July 2006, Sydney, Australia.
  
A. van den Hengel, A. Dick, T. Thormaehlen, P. H. S. Torr, B. Ward. Fitting multiple models to multiple images with minimal user interaction, International Workshop on the Representation and Use of Prior Knowledge in Vision (WRUPKV) held in association with ECCV\9206, May 2006, Graz, Austria. (Accepted for Springer LNCS)
  
B. Ward, A. R. Dick. Vision based interfaces for interactive simulations, International Conference on Computer Vision Theory and Applications (VISAPP 2006), Setubal, Portugal, Feb 2006.
  
M.J. Brooks, A.R. Dick, A. van den Hengel. Towards intelligent networked video surveillance for the detection of suspicious behaviours, Science, Engineering and Technology Summit on Counter-Terrorism Technology Safeguarding Australia 2005, Canberra, July 2005, p 153-168.
  
N. Ohta, A. R. Dick. Pedestrian Detection and Identification Using Two Cameras, IAPR Conference on Machine Vision Applications (MVA 2005), Tsukuba, Japan, May 2005, pp302-305.
  
A. R. Dick, M. J. Brooks. A Stochastic Approach to Tracking Objects across Multiple Cameras, 17th Australian Joint Conference on Artificial Intelligence (AI'04), Cairns, Queensland, December 2004, Lecture Notes in Artificial Intelligence (LNAI), Springer-Verlag. (PDF - 783kB).
  
C. Shen, A. van den Hengel, A. Dick, and M. J. Brooks. Enhanced importance sampling: unscented auxiliary particle filtering for visual tracking, 17th Australian Joint Conference on Artificial Intelligence (AI'04), Cairns, Queensland, December 2004, Lecture Notes in Artificial Intelligence (LNAI), Springer-Verlag.
  
C. Shen, A. van den Hengel, A. Dick, and M. J. Brooks. 2D articulated tracking with dynamic Bayesian networks, 4th International Conference on Computer and Information Technology (CIT'04), Wuhan, China, September 2004, IEEE Computer Society Press.
  
A. Dick, M. J. Brooks. Issues in Automated Video Surveillance, Proc. 7th International Conference on Digital Image Computing: Techniques and Applications (DICTA'03) Sydney, December 2003, Vol I, pp 195-204. (PDF - 37kB).
  
C. Shen, A. van den Hengel, A. Dick. Probabilistic Multiple Cue Integration for Particle Filter Based Tracking, Proc. 7th International Conference on Digital Image Computing: Techniques and Applications (DICTA'03) Sydney, December 2003, Vol I, pp 399-408.
  
A. Dick, P.Torr, R. Cipolla. A Bayesian Estimation of Building Shape using MCMC, Proc. 7th European Conference on Computer Vision (ECCV'02) Copenhagen, June 2002, Vol II, pp 852 ff. (PDF - 239kB). PowerPoint Slides - 6.9MB)
   
A. Dick, P.Torr, S. Ruffle, R. Cipolla. Combining Single View Recognition and Multiple View Stereo for Architectural Scenes., Proc. 8th IEEE International Conference on Computer Vision (ICCV'01) Vancouver, July 2001, Vol I, pp 268-274.(PDF - 467kB)
   
A. Dick, P.Torr, R. Cipolla. Automatic 3D modelling of architecture., Proc. 11th British Machine Vision Conference (BMVC'00) Bristol, September 2000, pp 372-381. (PDF - 999kB. PowerPoint Slides - 2.0MB)
   
P.Torr, A. Dick, R. Cipolla. Layer extraction with a Bayesian model of shapes., Proc. 6th European Conference on Computer Vision (ECCV'00) Dublin, June 2000, Vol. II, pp 273-289. ( PDF - 670kB. PowerPoint Poster - 675kB.)
  
A. Dick, R. Cipolla. Model refinement from planar parallax., Proc. 10th British Machine Vision Conference (BMVC'99) Nottingham, Sep. 1999, pp 73-82. (PDF - 881kB. PowerPoint Slides - 6.5MB)
  
J. Magarey, A. Dick, M.J. Brooks, G. Newsam, A. van den Hengel. Incorporating the epipolar constraint into a multiresolution algorithm for stereo image matching. Applied Informatics '99, Innsbruck, Feb. 1999. (Gzipped PS - 1.3MB)
  
Brooks M., Chojnacki W., Dick A., van den Hengel A., Kanatani K., Ohta N. Incorporating optical flow information into a self-calibration procedure for a moving camera, SPIE Videometrics VI, San Jose, January 1999. SPIE Proceedings, Vol. 3641, pp. 183-192. (Gzipped PS - 63 kB)
  
Magarey J. and Dick A., Multiresolution stereo image matching using complex wavelets, Proc. 14th Int. Conf. on Pattern Recognition (ICPR '98), Brisbane, Australia, August 1998, Vol. I, pp. 4-7. (PS - 57kB (inexplicably missing last page!). PowerPoint Slides - 590kB)
  

Reports

Dick A., Modelling and Interpretation of Architecture from Several Images, PhD Dissertation, University of Cambridge, September 2001. (17.6 MB)
  
Dick A., Structure and motion in man-made environments, MPhil Dissertation, University of Cambridge, August 1999. (1.41 MB)
  
Dick A., Multiresolution stereo image matching using wavelets. Honours project thesis, University of Adelaide, November 1997. (3.07MB)