Publications

A. McKay, I. Jowers, H. H. Chau, A. D. Pennington, and D. C. Hogg, Computer-aided design synthesis: an application of shape grammars, International Journal of Product Development, 13(1), 4-15, 2011.

M. Wallis, S. Popat, J. McKinney, J. Bryden, and D. C. Hogg, Embodied conversations: performance and the design of a robotic dancing partner, Design Studies, 31(2), 99-117, 2010.

M. Sridhar, A. G. Cohn, and D. C. Hogg, Discovering an Event Taxonomy from Video using Qualitative Spatio-temporal Graphs , in European Conference on Artificial Intelligence (ECAI). Lisbon, Portugal, 2010.

M. Sridhar, A. G. Cohn, and D. C. Hogg Unsupervised Learning of Event Classes from Video, in AAAI 2010. Atlanta, Georgia: AAAI Press, 2010.

K. S. R. Dubba, A. G. Cohn, and D. C. Hogg, Event Model Learning from Complex Videos using ILP, in European Conference on Artificial Intelligence (ECAI). Lisbon, Portugal, 2010.

H. M. Dee and D. C. Hogg, Navigational strategies in behaviour modelling, Artificial Intelligence, 173(2), 329-342, 2009.

D. Damen and D. C. Hogg, Recognising Linked Events: Searching the Space of Feasible Explanations, IEEE Computer Vision and Pattern Recognition, Miami, 2009.

D. Damen and D. Hogg, Attribute Multiset Grammars for Global Explanations of Activities , in British Machine Vision Conference (BMVC'09). London, 2009.

H. Dee, D. C. Hogg, and A. G. Cohn, Scene Modelling and Classification Using Learned Spatial Relations, in Spatial Information Theory, K. S. Hornsby, C. C. C, M. D. M, and G. Ligozat, Eds.: Springer, 2009, pp. 295-311.

B. Bennett, D. R. Magee, A. G. Cohn, and D. C. Hogg, Enhanced tracking and recognition of moving objects by reasoning about spatio-temporal continuity, Image and Vision Computing, 26(1), 67-81, 2008.

J. Bryden, D. Hogg, S. Popat, and M. Wallis, Building artificial personalities: expressive communication channels based on an interlingua for a human-robot dance, International Conference on Artificial Life (ALIFE XI), Winchester, 2008.

J. McKinney, M. Wallis, S. Popat, J. Bryden, and D. Hogg, Embodied conversations: Performance and the design of a robotic dancing partner, Design Research Society (DRS 2008), Sheffield, 2008.

H. Dee, R. Fraile, D. Hogg, and A. Cohn, Modelling scenes using the activity within them, Spatial Cognition VI, Freiburg, 2008.

R. Fraile, D. Hogg, and A. Cohn, Motion Segmentation by Consensus, International Conference on Pattern Recognition (ICPR 2008), Tampa, Florida, 2008.

M. Al-Rajab, D. Hogg, and K. Ng, A Comparative Study on using Zernike Velocity Moments and Hidden Markov Models for Hand Gesture Recognition, Conference on Articulated Motion and Deformable Objects (AMDO 2008), Mallorca, Spain, 2008.

M. Sridhar, A. G. Cohn, and D. C. Hogg, Learning functional object categories from a relational spatio-temporal representation, European Conference on Artificial Intelligence, Patras, Greece, 2008.

D. Damen and D. C. Hogg, Detecting Carried Objects in Short Video Sequences, European Conference on Computer Vision (ECCV), Marseille, 2008.

D. Damen and D. Hogg, Associating people dropping off and picking up objects, 18th British Machine Vision Conference (BMVC2007), 2007.

M. Wallis, S. Popat, A. Bayliss, J. McKinney, J. Bryden, D. Hogg, M. Godden, and R. Walker, SpiderCrab and the Emergent Object: Designing for the Twenty-first Century, dux07, Chicago, 2007.

H. Dee and D. Hogg, Navigational Strategies and Surveillance, Sixth IEEE international workshop on visual surveillance (VS2006), Graz, Austria, 2006.

A. G. Cohn, D. C. Hogg, B. Bennett, V. Devin, A. Galata, D. R. Magee, C. Needham, and P. Santos, Cognitive Vision: Integrating Symbolic Qualitative Representations with Computer Vision, in Cognitive Vision Systems: Sampling the Spectrum of Approaches, Lecture Notes in Computer Science, H. I. Christensen and H.-H. Nagel, Eds., 3948 ed. Berlin Heidelberg: Springer, 2006, pp. 221-246.

C. J. Needham, P. E. Santos, D. R. Magee, V. Devin, D. C. Hogg, and A. G. Cohn, Protocols from Perceptual Observations, Artificial Intelligence, 167(1-2), 103-136, 2005.

H. M. Dee and D. C. Hogg, On the feasibility of using a cognitive model to filter surveillance data, IEEE International Conference on Advanced Video and Signal-Based Surveillance, Como, Italy, 2005.

D. C. Hogg, A. G. Cohn, V. Devin, D. Magee, C. Needham, and P. Santos, Learning about objects and activities, 24th Leeds Annual Statistical Research (LASR) Workshop, Leeds, 2005.

H. Dee and D. C. Hogg, Is it Interesting? Comparing human and machine judgements on the PETS dataset, IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS-ECCV04 ), Prague, 2004.

B. Bennett, D. R. Magee, A. G. Cohn, and D. C. Hogg, Using Spatio-Temporal Continuity Constraints to Enhance Visual Tracking of Moving Objects, 16th European Conference on Artificial Intelligence (ECAI-04), 2004.

P. Santos, D. Magee, A. Cohn, and D. Hogg, Combining Multiple Answers for Learning Mathematical Structures from Visual Observations, European Conference on Artificial Intelligence (ECAI'04), 2004.

D. Magee, C. J. Needham, P. Santos, A. G. Cohn, and D. C. Hogg, Autonomous learning for a cognitive agent using continuous models and inductive logic programming from audio-visual input, AAAI Workshop on Anchoring Symbols to Sensor Data, 2004.

H. Dee and D. Hogg, Detecting inexplicable behaviour, British Machine Vision Conference 2004 (BMVC-04), Kingston, 2004.

A. G. Cohn, D. R. Magee, A. Galata, D. C. Hogg, and S. M. Hazarika, Towards an Architecture for Cognitive Vision Using Qualitative Spatial-Temporal Representations and Abduction, in Spatial Cognition III, vol. 2685, Lectue notes in Computer Science, C. Freska, C. Habel, and K. F. Wender, Eds.: Springer Verlag, 2003.

V. E. Devin and D. C. Hogg, Reactive memories: an interactive talking-head, Image and Vision Computing, 21(13-14), 1125-1133, 2003.

A. Galata, A. Cohn, D. Magee, and D. Hogg, Modelling Interaction Using Learnt Qualitative Spatio-Temporal Relations and Variable Length Markov Models, European Conference on Artificial Intelligence (ECAI'02), Lyon, 2002.

N. Johnson and D. C. Hogg, Representation and synthesis of behaviour using Gaussian mixtures, Image and Vision Computing, 20(12), 889-894, 2002.

A. Galata, A. Cohn, D. Magee, and D. Hogg, Learning temporal and qualitative spatial components of an interaction model, ECCV Workshop on Vision and Modelling of Dynamic Scenes (VAMODS), 2002.

K. C. Ng, V. Sequeira, E. Bovisio, N. Johnson, D. Cooper, J. G. M. Goncalves, and D. C. Hogg, Playing on a Holo-stage: Towards the Interaction between Real and Virtual Performers Object Interaction, in Digital Creativity: A Reader, C. Beardon and L. Malmborg, Eds.: Swets & Zeitlinger, 2002, pp. 241-249.

A. Galata, N. Johnson, and D. C. Hogg, Learning Variable Length Markov Models of Behaviours, Computer Vision and Image Understanding (CVIU), 81(3), 398-413, 2001.

V. Devin and D. Hogg, Applications for a Generative Model of Joint Behaviour, IEEE CUES 2001 Workshop, Hawaii, 2001.

V. Devin and D. Hogg, Reactive Memories: An Interactive Talking-Head, British Machine Vision Conference, Manchester, 2001.

R. J. Morris and D. C. Hogg, Statistical Models of Object Interaction, International Journal of Computer Vision, 37(2), 209-215, 2000.

J. Fernyhough, A. G. Cohn, and D. C. Hogg, Constructing Qualitative Event Models Automatically from Video Input, Image and Vision Computing, 18, 81-103, 2000.

K. C. Ng, V. Sequeira, E. Bovisio, N. Johnson, D. Cooper, J. G. M. Goncalves, and D. C. Hogg, Playing on a Holo-stage: Towards the Interaction between Real and Virtual Performers, Digital Creativity, 11(2), 109-117, 2000.

V. Sequeira, K. C. Ng, E. Wolfart, J. G. M. Goncalves, and D. C. Hogg, Automated Reconstruction of 3D Models from Real Environment, ISPRS Journal of Photogrammetry and Remote Sensing, 54(1), 1-22, 1999.

E. Wolfart, V. Sequeira, K. C. Ng, S. Butterfield, J. G. M. Goncalves, and D. C. Hogg, Hybrid Approach for the Construction of Triangulated 3D Models of Building Interiors, First International Conference on Computer Vision Systems (ICVS'99), Las Palmas, 1999.

V. Sequeira, K. C. Ng, E. Wolfart, J. G. M. Goncalves, and D. C. Hogg, Automated 3D reconstruction of interiors with multiple scan-views, Electronic Imaging'99, IS&T/SPIE 11th Annual Symposium, San Jose, California, 1999.

D. C. Hogg, N. Johnson, R. Morris, D. Buesching, and A. Galata, Visual Models of Interaction, Spatial Temporal Modelling and its Applications, Leeds, 1999.

A. Galata, N. Johnson, and D. C. Hogg, Learning Behaviour Models of Human Activities, British Machine Vision Conference, Nottingham, 1999.

A. Galata, N. Johnson, and D. Hogg, Learning Structured Behaviour Models Using Variable Length Markov Models, IEEE International Workshop on Modelling People, Corfu, 1999.

A. J. Heap and D. C. Hogg, Wormholes in Shape Space: Tracking through Discontinuous Changes in Shape, International Conference on Computer Vision 1998, Bombay, 1998.

J. Fernyhough, A. G. Cohn, and D. C. Hogg, Building Qualitative Event Models Automatically from Visual Input, IEEE International Conference on Computer Vision, Bombay, 1998.

R. J. Morris and D. C. Hogg, Statistical Models of Object Interaction, IEEE Workshop on Visual Surveillance, Bombay, 1998.

N. Johnson, A. Galata, and D. C. Hogg, The Acquisition and Use of Interaction Behaviour Models, IEEE Computer Vision and Pattern Recognition (CVPR'98), Santa Barbara, 1998.

V. Sequeira, K. C. Ng, S. Butterfield, J. G. M. Goncalves, and D. C. Hogg, Three-Dimensional Textured Models of Indoor Scenes from Composite Range and Video Images, SPIE: Three-Dimensional Image Capture and Applications, San Jose, California, 1998.

D. Leevers, P. Gill, F. M. Lopes, J. Pereira, J. Castro, J. Gomes-Meta, M. I. Ribeiroo, J. G. M. Goncalves, V. Sequeira, E. Wolfart, V. Dupourque, V. Santos, S. Butterfield, D. C. Hogg, and K. Ng, An Autonomous Sensor for 3D Reconstruction, 3rd European Conference on Multimedia Applications, Services and Techniques, Berlin, Germany, 1998.

K. C. Ng, V. Sequeira, S. Butterfield, D. C. Hogg, and J. G. M. Goncalves, An Intergated Multi-Sensory System for Photo-Realistic 3D Scene Reconstruction, International Symposium on Real-Time Imaging and Dynamic Analysis, International Society for Photogrammetry and Remote Sensing, Hakodate, Japan, 1998.

D. C. Hogg, N. Johnson, R. Morris, D. Buesching, and A. Galata, Visual Models of Interaction, 2nd International Workshop on Cooperative Distributed Vision, Kyoto, Japan, 1998.

L. Q. Xu and D. C. Hogg, Neural Networks in Human Motion Tracking - An Experimental Study, Image and Vision Computing, 15, 607-615, 1997.

A. J. Heap and D. C. Hogg, Improving Specificity in PDMs using a Hierarchical Approach, British Machine Vision Conference 1997, Colchester, Essex, 1997.

P. Remagnino, A. Baumberg, T. Grove, D. C. Hogg, T. Tan, A. Worrall, and K. D. Baker, An Integrated Traffic and Pedestrian Model-Based Vision System, British Machine Vision Conference 1997, Colchester, Essex, 1997.

S. Butterfield, K. C. Ng, and D. C. Hogg, The RESOLV Texture-Mapping Module, School of Computer Studies, University of Leeds, Leeds, UK Technical Report 97.48, 1997.

A. Baumberg and D. C. Hogg, Generating Spatio-Temporal Models from Examples, Image and Vision Computing, 14(8), 525-532, 1996.

N. Johnson and D. C. Hogg, Learning the Distribution of Object Trajectories for Event Recognition, Image and Vision Computing, 14(8), 609-615, 1996.

A. Heap and D. C. Hogg, Extending the Point Distribution Model using polar coordinates, Image and Vision Computing, 14(8), 589-599, 1996.

D. C. Hogg, Machine Vision, in Artificial Intelligence: Handbook of Perception and Cognition, vol. 14, M. Boden, Ed.: Academic Press, 1996, pp. 183-227.

A. Baumberg and D. C. Hogg, Learning Deformable Models for Tracking the Human Body, in Motion-Based Recogntion, M. Shah and R. Jain, Eds.: Kluwer Academic, 1996, pp. 39-60.

J. H. Fernyhough, A. G. Cohn, and D. C. Hogg, Generation of Semantic Regions from Image Sequences, 4th European Conference on Computer Vision, Cambridge, 1996.

S. Fletcher, A. Bulpitt, and D. C. Hogg, Global Alignment of MR Images Using a Scale Based Hierarchical Model, 4th European Conference on Computer Vision, Cambridge, 1996.

L. Xu and D. C. Hogg, Neural Networks in Human Motion Tracking - An Experiemental Study, British Machine Vision Conference 1996, 1996.

A. J. Heap and D. C. Hogg, Towards 3D Hand Tracking Using a Deformable Model, Second International Conference on Automatic Face and Gesture Recognition (FG96), 1996.

L. Q. Xu and D. C. Hogg, Using Neural Networks to Learn Spatial-Temporal Model for Moving Deformable Object Tracking, International Workshop on Neural Networks for Identification, Control, Robotics, and Signal/Image Processing, 1996.

X. Shen and D. C. Hogg, 3-D Shape Recovery Using a Deformable Model, Image and Vision Computing, 13(5), 377-383, 1995.

A. Baumberg and D. C. Hogg, Generating Spatio-temporal Models from Examples, Conference on Current Issues in Statistical Shape Analysis, Leeds, 1995.

A. Heap and D. C. Hogg, Extending the Point Distribution Model using Polar Coordinates, Computer Analysis of Images and Patterns (CAIP'95), Prague, 1995.

X. Shen and D. C. Hogg, Generic 3D Shape Model: Acquisition and Applications, Computer Analysis of Images and Patterns 1995, 1995.

G. Metta and D. C. Hogg, Control of a Steerable Camera with Variable Zoom, Workshop on Semi-Autonomous Monitoring and Robotics Technologies (SMART), Lisbon, 1995.

A. Baumberg and D. Hogg, An Adaptive Eigenshape Model, British Machine Vision Conference 1995, Glasgow, 1995.

A. Baumberg and D. C. Hogg, Generating Spatio-Temporal Models from Examples, British Machine Vision Conference 1995, Glasgow, 1995.

N. Johnson and D. C. Hogg, Learning the Distribution of Object Trajectories for Event Recognition, British Machine Vision Conference 1995, Glasgow, 1995.

A. Heap and D. C. Hogg, Automated Pivot Location for the Cartesian-Polar Hybrid Point Distribution Model, British Machine Vision Conference (BMVC'95), Birmingham, 1995.

D. C. Hogg, Virtual Reality - an Artificial Intelligence Perspective (Tutorial Paper at EPIA'95), Madeira 1995.

R. D. Boyle and D. C. Hogg, Neural Networks in Computer Vision (Conference Tutorial at BMVC'95), Birmingham 1995.

N. Byrne, A. Baumberg, and D. C. Hogg, Tracking Non-Rigid Objects, SMART Workshop, Ispra, 1994.

X. Shen and D. C. Hogg, Shape Models from Image Sequences, 3rd European Conference on Computer Vision, Stockholm, 1994.

A. Baumberg and D. C. Hogg, Learning Flexible Models from Image Sequences, 3rd European Conference on Computer Vision, Stockholm, 1994.

X. Shen and D. C. Hogg, 3-D Shape Recovery Using a Deformable Model, British Machine Vision Conference 1994, York, 1994.

A. Baumberg and D. C. Hogg, An Efficient Method for Contour Tracking using Active Shape Models, IEEE Workshop on Motion of Non-Rigid and Articulated Objects, Austin, Texas, 1994.

D. C. Hogg, Shape in Machine Vision, Image and Vision Computing, 11(6), 309-316, 1993.

A. Sloman, D. C. Hogg, G. Humphries, A. Ramsay, and D. Partridge, Prospects for Artificial Intelligence: IS Press, 1993.

D. C. Hogg, Prospects for Computer Vision, AISB'93: Prospects for Artificial Intelligence, Birmingham, 1993.

D. C. Hogg and R. D. Boyle, British Machine Vision Conference 1992: Springer-Verlag, 1992.

L. Xu, D. Young, and D. C. Hogg, Building a Model of a Road Junction Using Moving Vehicle Information, British Machine Vision Conference, Leeds, 1992.

D. C. Hogg and A. Baumberg, Fusing Two Views using Object Motion, Data Fusion Applications, 1992.

D. C. Hogg and A. Baumberg, Fusing Two Views using Object Motion, Data Fusion Applications, Brussels, 1992.

D. C. Hogg, A Survey of Recent Work in Model-Based Vision, Conference on Applications of Artificial Intelligence, Prague, 1990.

D. C. Hogg, Object Localisation by Hierarchical Search in Configuration Space, ESPRIT Workshop on Advanced Matching in Computer Vision and Artificial Intelligence, 1990.

D. G. Corr, A. M. Tailor, A. Cross, D. C. Hogg, D. H. Lawrence, D. C. Mason, and M. Petrou, Progress in Automatic Analysis of Multi-Temporal Remotely-Sensed Data, International Journal of Remote Sensing, 10(7), 1175-1195, 1989.

M. Sharples, D. C. Hogg, C. Hutchinson, S. Torrance, and D. Young, Computers and Thought: a Practical Introduction to AI: MIT Press, 1989.

S.-Y. K. Yuen, V. Hlavac, and D. Hogg, Connectivity, The Hough Transform and the Dynamic Combinatorial Hough Transform, University of Sussex, School of Cognitive and Computing Sciences 149, 1989.

A. M. Tailor, D. G. Corr, A. Cross, D. C. Hogg, D. H. Lawrence, M. Petrou, and R. D. Vango, Development of a Knowledge-Based Segmentor for Remotely-Sensed Images, Phil. Trans. Royal Society London A, 324, 437-446, 1988.

K. Oatley, G. D. Sullivan, and D. C. Hogg, Drawing Visual Conclusions from Analogy: Preprocessing, Cues and Schemata in the Perception of Three-Dimensional Objects, Journal of Intelligent Systems, 1(2), 97-133, 1988.

D. C. Mason, D. G. Corr, A. Cross, D. C. Hogg, D. H. Lawrence, M. Petrou, and A. M. Tailor, The Use of Digital map Data in the Segmentation and Classification of Remotely-sensed Images, International Journal of Geographical Information Systems, 2(3), 195-215, 1988.

D. C. Hogg, Finding a Known Object Using and Generate and Test Strategy, in Parallel Architectures and Computer Vision, I. Page, Ed.: Oxford University Press, 1988, pp. 119-132.

D. G. Corr, A. M. Tailor, A. Cross, D. C. Mason, M. Petrou, D. C. Hogg, and D. H. Lawrence, Progress in Automatic Analysis of Multi-Temporal Remotely-Sensed Data, IGARSS'88, 1988.

M. Petrou, D. Corr, A. Cross, D. Hogg, D. Lawrence, D. Mason, A. M. Tailor, and R. Vango, An expert system for environmental control and the agricultural industry using satellite images, EURINFO88, Athens, Greece, 1988.

B. du Boulay, D. C. Hogg, and L. Steels, Advances in Artificial Intelligence-II, Proceedings of the Seventh European Conference in Artificial Intelligence: North-Holland, 1987.

D. C. Mason, D. G. Corr, A. Cross, D. C. Hogg, D. H. Lawrence, M. Petrou, and A. M. Tailor, Progress Towards a Knowledge Based Segmentor for Remotely-Sensed Images, 13th Remote Sensing Society Conference, Nottingham, 1987.

A. M. Tailor, D. G. Corr, A. Cross, D. C. Hogg, D. H. Lawrence, D. C. Mason, and M. Petrou, Knowledge Based Segmentation of Remotely-Sensed Images, 3rd Alvey Vision Confernce, Cambridge, 1987.

A. M. Tailor, D. G. Corr, P. Cosoli, A. Cross, D. C. Hogg, D. H. Lawrence, D. C. Mason, M. Petrou, and R. D. Vango, A System for Knowledge-Based Segmentation of Remotely-Sensed Images, IGARSS'87, Ann Arbor, MI, 1987.

A. Tailor, A. Cross, D. C. Hogg, and D. C. Mason, Knowledge-based interpretation of remotely sensed images, Image and Vision Computing, 4(2), 67-83, 1986.

D. C. Hogg, Computer Vision, in Artificial Intelligence: Principles and applications, M. Yazdani, Ed. London: Chapman and Hall, 1986.

D. C. Mason, D. G. Corr, A. Cross, D. C. Hogg, and A. M. Tailor, Knowledge based segmentation of remotely-sensed images, ISPRS/RSS International Symposium on Mapping from Modern Imagery, Edinburgh, 1986.

D. C. Hogg, G. D. Sullivan, K. D. Baker, and D. H. Mott, Recognition of vehicles in traffic using geometric models, IEE International Conference on Road Traffic Data Collection, London, 1984.

K. D. Baker, D. C. Hogg, and R. O. Lloyd, Interpreting Medical Images by Computer, Centre for Medical Imaging Research, University of Sussex, Brighton, UK 1984.

D. C. Hogg, Interpreting Images of a Known Moving Object (DPhil thesis), School of Cognitive and Computing Sciences, University of Sussex, Brighton, UK COGS Technical Report 145 (1989), 1984.

D. C. Hogg, Model-Based vision: A Program to See a Walking Person, Image and Vision Computing, 1(1), 5-20, 1983.

D. C. Hogg, A Methodology for Real Time Scene Analysis, 5th International Conference on Artificial Intelligence, Boston, 1977.

D. C. Hogg, Visual Perception in a Changing Environment: A Paradigm for Real-Time Scene Analysis, Department of Computer Science, University of Western Ontario, London Technical Report 29 (MSc thesis), 1976.

P. Burnhill, R. Cooley, and D. C. Hogg, Information Resource Management for the Social Sciences in the UK (Consultancy report for ESRC Research Resource Advisory Group).

I. Jowers, D. Hogg, A. McKay, H. Chau, and A. de Pennington, Shape detection with vision: implementing shape grammars in conceptual design, Research in Engineering Design, 21(4), 235-247.