Professor Dave Marshall

2024

• Wang, H., Marshall, A., Jones, D. and Li, Y. 2024. Improving high-frequency details in cerebellum for brain MRI super-resolution. Presented at: Conference on ICT Solutions for eHealth (ICTS4eHealth 2024), Paris, France, 26 - 29 June 20242024 IEEE Symposium on Computers and Communications (ISCC). IEEE pp. 1-7., (10.1109/ISCC61673.2024.10733580)
• Zhang, M., Treder, M., Marshall, D. and Li, Y. 2024. Explaining the predictions of kernel SVM models for neuroimaging data analysis. Expert Systems with Applications 251, article number: 123993. (10.1016/j.eswa.2024.123993)
• Zhang, M., Treder, M., Marshall, A. and Li, Y. 2024. Fast explanation of RBF-Kernel SVM models using activation patterns. Presented at: International Joint Conference on Neural Networks, Yokohama, Japan, 30 June – 5 July 2024Proceedings of IJCNN. IEEE pp. 1-8., (10.1109/IJCNN60899.2024.10650697)
• Hulme, E., Marshall, D., Sidorov, K. and Jones, A. 2024. Acoustic classification of guitar tunings with deep learning. Presented at: DLfM 2024, Stellenbosh, South Africa, 27 June 2024Proceedings of the 11th International Conference on Digital Libraries for Musicology. ACM pp. 6-14., (10.1145/3660570.3660574)
• Zappalá, S., Keenan, B. E., Marshall, D., Wu, J., Evans, S. L. and Al-Dirini, R. M. 2024. In vivo strain measurements in the human buttock during sitting using MR-based digital volume correlation. Journal of Biomechanics 163, article number: 111913. (10.1016/j.jbiomech.2023.111913)
• Lou, J. et al. 2024. Predicting radiologists' gaze with computational saliency models in mammogram reading. IEEE Transactions on Multimedia 26, pp. 256-269. (10.1109/TMM.2023.3263553)
• Alqurashi, N., Li, Y., Sidorov, K. and Marshall, A. 2024. Decision fusion based multimodal hierarchical method for speech emotion recognition from audio and text. Presented at: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges, Belgium, 9-11 October 2024.

2023

• Wang, H., Treder, M., Marshall, D., Jones, D. and Li, Y. 2023. A skewed loss function for correcting predictive bias in brain age prediction. IEEE Transactions on Medical Imaging 42(6), pp. 1577-1589. (10.1109/TMI.2022.3231730)
• Potts, M. R., Bennion, N. J., Zappala, S., Marshall, D., Harrison, R. and Evans, S. L. 2023. Fabrication of a positional brain shift phantom through the utilization of the frozen intermediate hydrogel state. Journal of the Mechanical Behavior of Biomedical Materials 140, article number: 105704. (10.1016/j.jmbbm.2023.105704)

2022

• Bennion, N. J., Zappalá, S., Potts, M., Woolley, M., Marshall, D. and Evans, S. L. 2022. In vivo measurement of human brain material properties under quasi-static loading. Journal of the Royal Society. Interface 19(197), article number: 20220557. (10.1098/rsif.2022.0557)
• Hartley, T., Sidorov, K., Willis, C. and Marshall, D. 2022. SWAG-V: explanations for video using superpixels weighted by average gradients. Presented at: 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, USA, 3-8 January 20222022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE pp. 1576-1585., (10.1109/WACV51458.2022.00164)
• Lou, J., Lin, H., Marshall, D., White, R., Yang, Y., Shelmerdine, S. and Liu, H. 2022. Predicting radiologist attention during mammogram reading with deep and shallow high-resolution encoding. Presented at: 29th IEEE International Conference on Image Processing (IEEE ICIP), 16-19 October 2022.

2021

• Zappala, S. et al. 2021. Full-field MRI measurements of in-vivo positional brain shift reveal the significance of intra-cranial geometry and head orientation for stereotactic surgery. Scientific Reports 11(1), article number: 17684. (10.1038/s41598-021-97150-5)

2020

• Schroeter, J., Sidorov, K. and Marshall, A. 2020. Learning multi-instance sub-pixel point localization. Presented at: 15th Asian Conference on Computer Vision (ACCV 2020), Virtual (Kyoto), 30 November - 4 December 2020.
• Schroeter, J., Sidorov, K. and Marshall, A. 2020. Robust temporal point event localization through smoothing and counting. Presented at: ICML Workshop on Uncertainty & Robustness in Deep Learning (UDL) 2020, Online, July 17, 2020.
• Hartley, T., Sidorov, K., Willis, C. and Marshall, D. 2020. SWAG: Superpixels weighted by average gradients for explanations of CNNs. Presented at: Winter Conference on Applications of Computer Vision (WACV 2021), Online, 5-9 January 2021.

2019

• Schroeter, J., Sidorov, K. and Marshall, D. 2019. Weakly-supervised temporal localization via occurrence count learning. Presented at: 36th International Conference on Machine Learning, Long Beach, CA, USA, 9-15 June 2019 Presented at Chaudhuri, K. and Salakhutdinov, R. eds.Proceedings of Machine Learning Research. Volume 97: International Conference on Machine Learning, 9-15 June 2019, Long Beach, California, USA, Vol. 97. pp. 5649-5659.

2018

• Farnell, D. J. J. et al. 2018. What's in a smile? Initial analyses of dynamic changes in facial shape and appearance. Journal of Imaging 5(1), article number: 2. (10.3390/jimaging5010002)
• Abbas, H., Hicks, Y., Marshall, A., Zhurov, A. and Richmond, S. 2018. A 3D morphometric perspective for facial gender analysis and classification using geodesic path curvature features. Computational Visual Media 4(1), pp. 17-32. (10.1007/s41095-017-0097-1)

2017

• Lloyd, K., Rosin, P. L., Marshall, A. D. and Moore, S. C. 2017. Violent behaviour detection using local trajectory response. Presented at: 7th International Conference on Imaging for Crime Detection and Prevention, Madrid, Spain, 23-25 November 20167th International Conference on Imaging for Crime Detection and Prevention (ICDP 2016). IET Seminar Digests 2016/0006 Institution of Engineering and Technology pp. 78-83., (10.1049/ic.2016.0082)
• Lloyd, K., Rosin, P. L., Marshall, D. and Moore, S. C. 2017. Detecting violent and abnormal crowd activity using temporal analysis of grey level co-occurrence matrix (GLCM)-based texture measures. Machine Vision and Applications 28, pp. 361-371. (10.1007/s00138-017-0830-x)

2016

• Sidorov, K., Jones, A. C. and Marshall, A. D. 2016. A smallest grammar approach to the symbolic analysis of music. In: Kostagiolas, P., Martzoukou, K. and Lavranos, C. eds. Trends in Music Information Seeking, Behavior, and Retrieval for Creativity. Advances in Multimedia and Interactive Technologies Hershey, Pennsylvania, USA: IGI Global, pp. 228-257., (10.4018/978-1-5225-0270-8.ch011)

2015

• Marshall, A. D., Hicks, Y. A. and Abbas, H. 2015. Automatic classification of facial morphology for medical applications. Procedia Computer Science 60, pp. 1649-1658. (10.1016/j.procs.2015.08.275)
• Marshall, A. D., Rosin, P. L., Vandeventer, J. and Aubrey, A. 2015. 4D Cardiff Conversation Database (4D CCDb): A 4D database of natural,dyadic conversations. Presented at: FAAVSP - The 1st Joint Conference on Facial Analysis, Animation, and Auditory-Visual Speech Processing, Vienna, Austria, 11-13 September 2015FAAVSP-2015. ISCA pp. 157-162.
• Owen, A., Marshall, A. D., Sidorov, K., Hicks, Y. A. and Brown, R. 2015. Assistive sports video annotation: modelling and detecting complex events in sports video. Presented at: MathSport International 2015, Loughborough, UK, 29 June -- 1 July 2015Proc. MathSport International 2015. pp. 144-148.

2014

• Sidorov, K. A. and Marshall, A. D. 2014. Learnt real-time meshless simulation. Computer Graphics Forum 33(5), pp. 147-156. (10.1111/cgf.12440)
• Fang, H. et al. 2014. Facial expression recognition in dynamic sequences: An integrated approach. Pattern Recognition 47(3), pp. 1271-1281. (10.1016/j.patcog.2013.09.023)
• Samko, O., Lai, Y., Marshall, D. and Rosin, P. L. 2014. Virtual unrolling and information recovery from scanned scrolled historical documents. Pattern Recognition 47(1), pp. 248-259. (10.1016/j.patcog.2013.06.015)

2013

• Tam, G. K. L. et al. 2013. Registration of 3D point clouds and meshes: A survey from rigid to nonrigid. IEEE Transactions on Visualization and Computer Graphics 19(7), pp. 1199-1217. (10.1109/TVCG.2012.310)
• Wu, J. et al. 2013. Making bas-reliefs from photographs of human faces. Computer-Aided Design 45(3), pp. 671-682. (10.1016/j.cad.2012.11.002)
• Popat, H., Richmond, S., Zhurov, A., Rosin, P. L. and Marshall, A. D. 2013. A geometric morphometric approach to the analysis of lip shape during speech: development of a clinical outcome measure. PLoS ONE 8(2), article number: e57368. (10.1371/journal.pone.0057368)
• Parker, G., Marshall, A. D., Rosin, P. L., Drage, N., Richmond, S. and Jones, D. K. 2013. A pitfall in the reconstruction of fibre ODFs using spherical deconvolution of diffusion MRI data. NeuroImage 65, pp. 433-448. (10.1016/j.neuroimage.2012.10.022)

2012

• Havell, B., Rosin, P. L., Sanei, S., Aubrey, A., Marshall, A. D. and Hicks, Y. A. 2012. A hybrid phoneme based clustering approach for audio driven facial animation. Presented at: 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Kyoto, Japan, 25-30 March 20122012 IEEE International Conference on Acoustics, Speech and Signal Processing: Proceedings. Los Alamitos, CA: IEEE pp. 2261-2264., (10.1109/ICASSP.2012.6288364)
• Kajic, V., Esmaeelpour Hajyar, M., Povazay, B., Marshall, A. D., Rosin, P. L. and Drexler, W. 2012. Automated choroidal segmentation of 1060 nm OCT in healthy and pathologic eyes using a statistical model. Biomedical Optics Express 3(1), pp. 86-103. (10.1364/BOE.3.000086)
• Popat, H., Zhurov, A., Toma, A. M., Richmond, S., Marshall, A. D. and Rosin, P. L. 2012. Statistical modelling of lip movement in the clinical context. Orthodontics & Craniofacial Research 15(2), pp. 92-102. (10.1111/j.1601-6343.2011.01539.x)
• Popat, H., Richmond, S., Marshall, A. D. and Rosin, P. L. 2012. Three-dimensional assessment of functional change following Class 3 orthognathic correction - a preliminary report. Journal of Cranio-Maxillofacial Surgery 40(1), pp. 36-42. (10.1016/j.jcms.2010.12.005)
• Toma, A. M., Zhurov, A., Playle, R. A., Marshall, A. D., Rosin, P. L. and Richmond, S. 2012. The assessment of facial variation in 4747 British school children. European Journal of Orthodontics 34(6), pp. 655-664. (10.1093/ejo/cjr106)

2011

• Kaloskampis, I., Hicks, Y. A. and Marshall, A. D. 2011. Automatic analysis of composite activities in video sequences using Key Action Discovery and hierarchical graphical models. Presented at: 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops), Barcelona, Spain, 6-13 November 2011Proceedings of the 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops). Los Alamitos, CA: IEEE pp. 890-897., (10.1109/ICCVW.2011.6130346)
• Samko, O., Lai, Y., Marshall, A. D. and Rosin, P. L. 2011. Segmentation of parchment scrolls for virtual unrolling. Presented at: BMVC 2011: The 22nd British Machine Vision Conference, Dundee, UK, 29 August - 2 September 2011 Presented at Hoey, J., McKenna, S. and Trucco, E. eds.Proceedings of the British Machine Vision Conference. Manchester: BMVA Press pp. 37.1-37.11., (10.5244/C.25.37)
• Sidorov, K. A., Richmond, S. and Marshall, A. D. 2011. Efficient groupwise non-rigid registration of textured surfaces. Presented at: 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2011), Colorado Springs, CO, USA, 20-25 June 2011IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011, Providence, RI, 20-25 June 2011. Los Alamitos, CA: IEEE pp. 2401-2408., (10.1109/CVPR.2011.5995632)
• Kaloskampis, I., Hicks, Y. A. and Marshall, A. D. 2011. Analysing engineering tasks using a hybrid machine vision and knowledge based system application. Presented at: 12th IAPR Conference on Machine Vision Applications (MVA 2011), Nara, Japan, 13-15 June 2011Proceedings of the 12th IAPR Conference on Machine Vision Applications MVA 2011. Tokyo, Japan: MVA Organisation pp. 495-498.

2010

• Kajić, V., Považay, B., Hermann, B., Hofer, B., Marshall, A., Rosin, P. L. and Drexler, W. 2010. Robust segmentation of intraretinal layers in the normal human fovea using a novel statistical model based on texture and shape analysis. Optics Express 18(14), pp. 14730-14744. (10.1364/OE.18.014730)
• Truong-Benedikt, L., Cosker, D. P., Rosin, P. L. and Marshall, A. D. 2010. Assessing the uniqueness and permanence of facial actions for use in biometric applications. IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans 40(3), pp. 449-460. (10.1109/TSMCA.2010.2041656)
• Powell, G., Roberts, M. S. and Marshall, A. D. 2010. Pitfalls for recursive iteration in set based fusion. Presented at: Workshop on the Theory of Belief Functions, Brest, France, 1-2 April 2010.

2009

• Sidorov, K. A., Richmond, S. and Marshall, A. D. 2009. An efficient stochastic approach to groupwise non-rigid image registration. Presented at: CVPR 2009, Miami Beach, FL, USA, 20-25 June 2009IEEE Conference on Computer Vision and Pattern Recognition, 2009 (CVPR 2009), Miami, FL, 20-25 June 2009. Los Alamitos, CA: IEEE pp. 2208-2213., (10.1109/CVPR.2009.5206516)
• Krumhuber, E., Manstead, A. S. R., Cosker, D., Marshall, A. D. and Rosin, P. L. 2009. Effects of dynamic attributes of smiles in human and synthetic faces: a simulated job interview setting. Journal of Nonverbal Behavior 33(1), pp. 1-15. (10.1007/s10919-008-0056-8)
• Legg, P. A., Rosin, P. L., Marshall, A. D. and Morgan, J. E. 2009. A Robust Solution to Multi-modal Image Registration by Combining Mutual Information with Multi-scale Derivatives. Lecture Notes in Computer Science 5761, pp. 616-623. (10.1007/978-3-642-04268-3_76)
• Legg, P. A., Rosin, P. L., Marshall, A. D. and Morgan, J. E. 2009. Non-rigid elastic registration of retinal images using local window mutual information. Presented at: Medical image understanding and analysis 2009, Kingston upon Thames, UK, 14-15 July 2009 Presented at Dehmeshki, J., Hoppe, A. and Greenhill, D. eds.Proceedings of the 13th Annual Conference on Medical Image Understanding and Analysis 2008, Kingston, UK, 14-15 July 2009. British Machine Vision Association pp. 144-148.

2008

• Moore, S. C., Flajslik, M., Rosin, P. L. and Marshall, A. D. 2008. A particle model of crowd behavior: exploring the relationship between alcohol, crowd dynamics and violence. Aggression and Violent Behavior 13(6), pp. 413-422. (10.1016/j.avb.2008.06.004)
• Popat, H., Richmond, S., Playle, R. A., Marshall, A., Rosin, P. L. and Cosker, D. 2008. Three-dimensional motion analysis - an exploratory study. Part 1: Assessment of facial movement. Orthodontics and Craniofacial Research 11(4), pp. 216-223. (10.1111/j.1601-6343.2008.00433.x)
• Popat, H., Richmond, S., Playle, R. A., Marshall, A. D., Rosin, P. L. and Cosker, D. 2008. Three-dimensional motion analysis - an exploratory study. Part 2: Reproducibility of facial movement. Orthodontics and Craniofacial Research 11(4), pp. 224-228. (10.1111/j.1601-6343.2008.00435.x)
• Truong-Benedikt, L., Cosker, D. P., Rosin, P. L. and Marshall, A. D. 2008. 3D facial gestures in biometrics: from feasibility study to application. Presented at: IEEE Conference on Biometrics: Theory, Applications, and Systems, Arlington, VA, USA, 29 September - 1 October 2008 Presented at Bowyer, K. W. ed.BTAS 2008. 2nd IEEE International Conference on Biometrics: Theory, Applications and Systems, 2008, Arlington, VA, 29 Sept. -1 Oct. 2008. Los Alamitos, CA: IEEE, (10.1109/BTAS.2008.4699351)
• Truong-Benedikt, L., Kajic, V., Cosker, D. P., Rosin, P. L. and Marshall, A. D. 2008. Facial dynamics in biometric identification. Presented at: British Machine Vision Conference, Leeds, UK, September 2008 Presented at Everingham, M. and Needham, C. J. eds.Proceedings of the British Machine Vision Conference, Leeds, UK, 1-4 September 2008. BMVA Press pp. 107.1-107.10., (10.5244/C.22.107)
• Cosker, D., Borkett, R. P., Marshall, A. D. and Rosin, P. L. 2008. Towards automatic performance-driven animation between multiple types of facial model. IET Computer Vision 2(3), pp. 129-141. (10.1049/iet-cvi:20070041)
• Roberts, M. S. and Marshall, A. D. 2008. Using classification to improve wireless sensor network management with the continuous transferable belief model. Presented at: Unmanned/Unattended Sensors and Sensor Networks V, Cardiff, UK, 15 September 2008 Presented at Carapezza, E. M. ed.Unmanned/Unattended Sensors and Sensor Networks V, Cardiff, Wales, United Kingdom, 16-18 September 2008. Proceedings of SPIE Vol. 7112. Bellingham, WA: SPIE pp. 711204., (10.1117/12.799981)
• Cosker, D., Holt, C. A., Mason, D., Whatling, G. M., Marshall, A. D. and Rosin, P. L. 2008. Automatic audio driven animation of non-verbal actions. Presented at: Proceedings. of the 8th International Conference on Computer Methods in Biomechanics and Biomedical Engineering, Porto, Portugal, Porto, Portugal.
• Zheng, Y., Hicks, Y. A., Marshall, A. D. and Cosker, D. P. 2008. Generating human interactive behaviours using the windowed Viterbi algorithm. Presented at: 3rd International Conference on Computer Graphics Theory and Applications (GRAPP' 2008), Funchal, Portugal. pp. 353-358.
• Legg, P. A., Rosin, P. L., Marshall, A. D. and Morgan, J. E. 2008. Incorporating neighbourhood feature derivatives with Mutual Information to improve accuracy of multi-modal image registration. Presented at: 12th Annual Conference on Medical Image Understanding and Analysis, Dundee, UK, 2-3 July 2008 Presented at McKenna, S. and Hoey, J. eds.Medical Image Understanding and Analysis 2008: Proceedings of the 12th Annual Conference University of Dundee, 2-3 July 2008. Dundee: British Machine Vision Association pp. 39-43.

2007

• Legg, P. A., Rosin, P. L., Marshall, A. D. and Morgan, J. E. 2007. Improving accuracy and efficiency of registration by mutual information using Sturges' Histogram Rule. Presented at: 11th Conference on Medical Image Understanding and Analysis 2007, Aberystwyth, Wales, 17-18 July 2007 Presented at Zwiggelaar, R. and Labrosse, F. eds.Proceedings of Medical Image Understanding and Analysis 2007. Cambridge: BMVA pp. 26-30.
• Cosker, D. P., Roy, S., Rosin, P. L. and Marshall, A. D. 2007. Re-mapping animation parameters between multiple types of facial model. Presented at: MIRAGE 2007, Rocquencourt, France, 28-30 March 2007Computer Vision/Computer Graphics Collaboration Techniques. Lecture Notes in Computer Science Vol. 4418. Berlin/Heidelberg: Springer pp. 365-376., (10.1007/978-3-540-71457-6_33)
• Samko, O., Rosin, P. L. and Marshall, A. D. 2007. Robust automatic data decomposition using a modified sparse NMF. Presented at: MIRAGE 2007, Rocquencourt, France, 28-30 March 2007Computer Vision/Computer Graphics Collaboration Techniques. Lecture Notes in Computer Science Vol. 4418/2. Berlin / Heidelberg: Springer pp. 225-234., (10.1007/978-3-540-71457-6_21)
• Mann, D. G., Bayer, M. M., Droop, S. J. M., Hicks, Y. A., Marshall, A. D., Martin, R. R. and Rosin, P. L. 2007. New methods for preparing, imaging and typifying desmids (Chlorophyta, Zygnematophyceae), including extended depth of focus and 3-D reconstruction. Phycologia 46(1), pp. 29-45. (10.2216/04-60.1)
• Krumbhuber, E., Manstead, A. S. R., Cosker, D. P., Marshall, A. D., Rosin, P. L. and Kappas, A. 2007. Facial dynamics as indicators of trustworthiness and cooperative behavior. Emotion 7(4), pp. 730-735. (10.1037/1528-3542.7.4.730)
• Sidorov, K. A., Marshall, A. D., Rosin, P. L. and Richmond, S. 2007. Towards efficient 3D facial appearance models. Presented at: The ACM SIGGRAPH / Eurographics Symposium on Computer Animation, San Diego, CA, USA, 3-4 August 2007 Presented at Gleicher, M. and Thalmann, D. eds.Computer Animation 2007 : ACM SIGGRAPH/Eurographics Symposium on Computer Animation : San Diego, California, August 3-4, 2007. New York, N.Y.: Eurographics Association pp. 1-2.

2006

• Cosker, D. P., Krumhuber, E., Sidorov, K., Marshall, A. D., Rosin, P. L. and Manstead, A. 2006. Discovering Realistic Facial Dynamics for Animation. Presented at: The 3rd European Conference on Visual Media Production (CVMP 2006), London, UK, 29–30 November 2006 Presented at Grau, O. ed.Proceedings: The 3rd European Conference on Visual Media Production (CVMP 2006): part of the 2nd Multimedia Conference 2006. London: Institution of Electrical Engineers pp. 173.
• Zheng, Y., Hicks, Y. A., Cosker, D. P., Marshall, A. D., Mostaza, J. and Chambers, J. 2006. Virtual Friend: Tracking and Generating Natural Interactive Behaviours in Real Video. Presented at: ICSP '06: 2006 8th International Conference on Signal Processing, Guilin, China, 16-20 November 2006 Presented at Baozong, Y., Qiuqi, R. and Xiaofang, T. eds.Proceedings: ICSP '06: 2006 8th International Conference on Signal Processing, Vol. 2. Piscataway, NJ: IEEE Press, (10.1109/ICOSP.2006.345649)
• Hicks, Y. A., Marshall, A. D., Rosin, P. L., Martin, R. R., Mann, D. G. and Droop, S. J. M. 2006. A model of diatom shape and texture for analysis, synthesis and identification. Machine Vision and Applications 17(5), pp. 297-307. (10.1007/s00138-006-0035-1)
• Mann, D. G., Droop, S. J. M., Hicks, Y. A., Marshall, A. D., Martin, R. R. and Rosin, P. L. 2006. Alleviating the Taxonomic Impediment in Diatoms: Prospects for Automatic and Web-based Identification Systems. Presented at: 18th International Diatom Symposium, Międzyzdroje, Poland, 2-7 September 2004 Presented at Withowski, A. ed.Proceedings of the Eighteenth International Diatom Symposium. Bristol: Biopress pp. 265-285.
• Powell, G., Marshall, A. D., Smets, P., Ristic, B. and Maskell, S. 2006. Joint Tracking and Classification of Airbourne Objects using Particle Filters and the Continuous Transferable Belief Model. Presented at: 2006 9th International Conference on Information Fusion ( ICIF '06), Florence, Italy, 10-13 July 2006Proceedings: 2006 9th International Conference on Information Fusion. Piscataway, NJ: IEEE pp. 1-8., (10.1109/ICIF.2006.301718)
• Marshall, A. D., Cosker, D. P., Rosin, P. L. and Hicks, Y. A. 2006. Speech and expression driven animation of a video-realistic appearance based hierarchical facial model. Presented at: IEEE CVPR Workshop on Learning, Representation and Context for Human Sensing in Video, New York, NY, USA, 22 June 2006.
• Krumhuber, E., Manstead, A. S. R., Cosker, D. P., Marshall, A. D. and Rosin, P. L. 2006. Smile authenticity and trustworthiness in a one-shot trust game. Presented at: Second European Conference on Emotion, Louvain-La-Neuve, Belgium, 18-20 May 2006.
• Zhen, Y., Hicks, Y. A., Marshall, A. D. and Chambers, J. 2006. Generating 3D Interactive Behaviours. Presented at: 3rd European Conference on Visual Media Production (CVMP 2006), London, UK, 29-30 November 2006Proceedings: The 3rd European Conference on Visual Media Production (CVMP 2006): part of the 2nd Multimedia Conference 2006. London: Institution of Electrical Engineers pp. 178., (10.1049/cp:20061944)
• Kurekin, A. A., Marshall, A. D., Radford, D., Lever, K. V. and Kulemin, G. 2006. Assessment of soil parameter estimation errors for fusion of multichannel radar measurements. Presented at: 2006 9th International Conference on Information Fusion (ICIF '06), Florence, Italy, 10-13 July 2006Proceedings of the 9th International Conference on Information Fusion 2006. Piscataway, NJ: IEEE pp. 1-8., (10.1109/ICIF.2006.301577)
• Radford, D., Kurekin, A. A., Marshall, A. D. and Lever, K. V. 2006. A new DCT-based multiresolution method for simultaneous denoising and fusion of SAR images. Presented at: 2006 9th International Conference on Information Fusion (ICIF '06), Florence, Italy, 10-13 July 2006Proceedings of the 2006 9th International Conference on Information Fusion. Piscataway, NJ: IEEE, (10.1109/ICIF.2006.301609)
• Samko, O., Marshall, A. D. and Rosin, P. . L. 2006. Selection of the optimal parameter value for the Isomap algorithm. Pattern Recognition Letters 27(9), pp. 968-979. (10.1016/j.patrec.2005.11.017)
• Lee, Y., Kim, I., Shim, J. and Marshall, A. D. 2006. 3D facial image recognition using a nose volume and curvature based Eigenface. Lecture Notes in Computer Science 4077, pp. 616-622. (10.1007/11802914_48)

2005

• Cosker, D. P., Paddock, S., Marshall, A. D., Rosin, P. L. and Rushton, S. K. 2005. Toward Perceptually Realistic Talking Heads: Models, Methods, and McGurk. ACM Transactions on Applied Perception 2(3), pp. 270-285. (10.1145/1077399.1077405)
• Krumhuber, E., Manstead, A. S. R., Cosker, D. . P., Marshall, A. D. and Rosin, P. . L. 2005. Temporal dynamics of smiling: Human versus synthetic faces. Presented at: XIIIth Conference of the International Society for Research on Emotions, Bari, Italy, 11-15 July 2005.
• Krumhuber, E., Cosker, E., Manstead, A. S. R., Marshall, A. D. and Rosin, P. L. 2005. Synthetic humans for the study of subtle temporal aspects in facial displays. Presented at: XIIIth Conference of the International Society for Research on Emotions, Bari, Italy, 11-15 July 2005.
• Kurekin, A. A., Marshall, A. D., Radford, D. L. and Lever, K. V. 2005. Robust processing of SAR hologram data to mitigate impulse noise impairments. Presented at: 8th International Conference on Information Fusion 2005, Philadelphia, PA, USA, 25-28 July 2005Information Fusion, 2005 8th International Conference on. IEEE pp. 538-545., (10.1109/ICIF.2005.1591901)
• Powell, G. and Marshall, A. D. 2005. Joint tracking and classification of nonlinear trajectories of multiple objects using the transferable belief model and multi-sensor fusion framework. Presented at: 8th International Conference on Information Fusion 2005, Philadelphia, PA, USA, 25-28 July 2005Information Fusion, 2005 8th International Conference on. IEEE pp. 1524-1531., (10.1109/ICIF.2005.1592036)
• Kurekin, A. A., Marshall, A. D., Radford, D. L., Lever, K. V. and Dolia, A. N. 2005. Mitigation of sensor and communication system impairments for multichannel image fusion and classification. Presented at: 8th International Conference on Information Fusion, Philadelphia, PA, 25-28 July 2005Information Fusion, 2005 8th International Conference on. IEEE pp. 530-537., (10.1109/ICIF.2005.1591900)

2004

• Cosker, D. P., Marshall, A. D., Rosin, P. L. and Hicks, Y. A. 2004. Speech-driven facial animation using a hierarchical model. IEE Proceedings - Vision Image and Signal Processing 151(4), pp. 314-321. (10.1049/ip-vis:20040752)
• Langbein, F. C., Marshall, A. D. and Martin, R. R. 2004. Choosing Consistent Constraints for Beautification of Reverse Engineered Geometric Models. Computer-Aided Design 36(3), pp. 261-278. (10.1016/S0010-4485(03)00108-8)
• Hicks, Y. A., Marshall, A. D., Martin, R. R., Rosin, P. L., Droop, S. J. M. and Mann, D. G. 2004. Building shape and texture models of diatoms for analysis and synthesis of drawings and identification. Presented at: Irish Machine Vision and Image Processing Conference, Dublin, 1-3 Sept 2004.
• Cosker, D. P., Marshall, A. D., Rosin, P. L. and Hicks, Y. A. 2004. Speech driven facial animation using a hidden Markov coarticulation model. Presented at: 17th International Conference on Pattern Recognition, Cambridge, UK, 23-26 August.
• Gao, C. H., Langbein, F. C., Marshall, A. D. and Martin, R. R. 2004. Local topological beautification of reverse engineered models. Computer-Aided Design 36(13), pp. 1337-1355. (10.1016/j.cad.2004.02.004)
• Gao, C., Langbein, F. C., Marshall, A. D., Martin, R. R., Li, Y. and Yang, Z. 2004. Partial approximate symmetry detection of geometric model. Materials Science Forum 471/2, pp. 702-706. (10.4028/www.scientific.net/MSF.471-472.702)
• Langbein, F. C., Gao, C. H., Mills, B. I., Marshall, A. D. and Martin, R. R. 2004. Topological and geometric beautification of reverse engineered geometric models. Presented at: 9th ACM Symposium on Solid Modeling and Applications, Genoa, Italy, 9-11 June 2004 Presented at Fellner, D. W. et al. eds.Solid Modeling 2004. Aire- la- Ville, Switzerland: Eurographics Association pp. 255-260.
• Powell, G., Marshall, A. D., Milliken, R. and Markham, K. 2004. A data fusion system for object recognition based on transferable belief models and kalman filters. Presented at: Fusion2004, Stockholm, Sweden, 28 June- 1 July 2004 Presented at Svensson, P. and Schubert, J. eds.Proceedings of the Seventh International Conference on Information Fusion. Mountain View, CA: International Society of Information Fusion (ISIF) pp. 54-61.
• Mann, D. G., Droop, S. J. M., Hicks, Y. A., Marshall, A. D., Martin, R. R. and Rosin, P. L. 2004. Heroic failure or new dawn? Image-based identification of microalgae. The Phycologist 66, pp. 24-25.

2003

• Hicks, Y. A., Hall, P. M. and Marshall, A. D. 2003. A method to add Hidden Markov Models with application to learning articulated motion. Presented at: British Machine Vision Conference, Norwich, England, 8-11 Sept 2003.
• Cosker, D. P., Marshall, A. D., Rosin, P. L. and Hicks, Y. A. 2003. Video realistic talking heads using hierarchical non-linear speech-appearance models. Presented at: Mirage 2003, Rocquencourt, France, 10-11 March 2003.
• Cosker, D. P., Marshall, A. D., Rosin, P. L. and Hicks, Y. A. 2003. Speaker-independent speech-driven facial animation using a hierarchical model. Presented at: International Conference on Visual Information Engineering 2003, University of Surrey, UK, 7-9 July 2003.
• Gao, C., Langbein, F. C., Marshall, A. D. and Martin, R. R. 2003. Approximate congruence detection of model features for reverse engineering. Presented at: Shape Modeling International Conference 2003, 12-15 May 2003Proceedings of the Shape Modeling International Conference 2003. IEEE pp. 69-77., (10.1109/SMI.2003.1199603)

2002

• Hicks, Y. A., Hall, P. M. and Marshall, A. D. 2002. Tracking people in three dimensions using a hierarchical model of dynamics. Image and Vision Computing 20(9-10), pp. 691-700. (10.1016/S0262-8856(02)00059-8)
• Langbein, F. C., Marshall, A. D. and Martin, R. R. 2002. Numerical methods for beautification of reverse engineered geometric models. Presented at: Geometric Modeling and Processing, Wako, Saitama, Japan, 10-12 July 2002Proceedings of Geometric Modeling and Processing. IEEE pp. 159-168., (10.1109/GMAP.2002.1027507)
• Hicks, Y. A., Marshall, A. D., Rosin, P. L., Martin, R. R., Bayer, M. M. and Mann, D. G. 2002. Modelling life cycle related and individual shape variation in biological specimens. Presented at: 13th British Machine Vision Conference, Cardiff, Wales, 2-5 Sept 2002.
• Hicks, Y. A., Marshall, A. D., Martin, R. R., Rosin, P. L., Bayer, M. M. and Mann, D. G. 2002. Automatic landmarking for building biological shape models. Presented at: 2002 International Conference on Image Processing, Rochester, New York, 22-25 Sept 2002.
• Rosin, P. L., Marshall, A. D. and Morgan, J. E. 2002. Multimodal retinal imaging: new strategies for the detection of glaucoma. Presented at: 2002 International Conference on Image Processing, Rochester, NY, USA, 22-25 September 2002Proceedings of the 2002 International Conference on Image Processing, Vol. 3. IEEE pp. III-137., (10.1109/ICIP.2002.1038923)

2001

• Langbein, F. C., Mills, B. I., Marshall, A. D. and Martin, R. R. 2001. Approximate Geometric Regularities. International Journal of Shape Modeling 7(2), pp. 129-162. (10.1142/S0218654301000096)
• Marshall, A. D., Becerra, J., Terrero, J. and Valdecasas, A. 2001. On the Extended Depth of Focus Algorithms for Bright Field Microscopy. Micron 32(6), pp. 559-569. (10.1016/S0968-4328(00)00061-5)
• Mills, B. I., Langbein, F. C., Marshall, A. D. and Martin, R. R. 2001. Approximate Symmetry Detection for Reverse Engineering. Presented at: Proceedings of the 6th ACM Symposium on Solid Modeling and Applications. , (10.1145/376957.376985)
• Marshall, A. D., Lukacs, G. and Martin, R. R. 2001. Robust Segmentation of Primitives from Range Data in the Presence of Geometric Degeneracy. IEEE Transactions on Pattern Analysis and Machine Intelligence 23(3), pp. 304-314. (10.1109/34.910883)
• Beynon, M. J., Cosker, D. P. and Marshall, A. D. 2001. An expert system for multi-criteria decision making using Dempster Shafer theory. Expert Systems with Applications 20(4), pp. 357-367. (10.1016/S0957-4174(01)00020-3)
• Langbein, F. C., Mills, B., Marshall, A. D. and Martin, R. R. 2001. Finding approximate shape regularities for reverse engineering. Journal of Computing and Information Science in Engineering 1(4), pp. 282-290. (10.1115/1.1430232)
• Langbein, F. C., Mills, B. I., Marshall, A. D. and Martin, R. R. 2001. Finding approximate shape regularities in reverse engineered solid models bounded by simple surfaces. Presented at: ACM Symposium on Solid and Physical Modeling, Ann Arbor, MI, USA, 4-8 June 2001 Presented at Anderson, D. C. ed.Proceedings of the sixth ACM symposium on Solid modeling and applications (SMA '01). New York: ACM pp. 206-215., (10.1145/376957.376981)
• Langbein, F. C., Mills, B. I., Marshall, A. D. and Martin, R. R. 2001. Recognizing geometric patterns for beautification of reconstructed solid models. Presented at: SMI 2001 International Conference on Shape Modeling and Applications, Genova, Italy, 7-11 May 2001Proceedings of the SMI 2001 International Conference on Shape Modeling and Applications. IEEE pp. 10-19., (10.1109/SMA.2001.923370)

2000

• Hall, P., Marshall, A. D. and Martin, R. R. 2000. Merging and splitting eigenspace models. IEEE Transactions on Pattern Analysis and Machine Intelligence 22(9), pp. 1042-1049. (10.1109/34.877525)

1998

• Lukacs, G., Martin, R. R. and Marshall, A. D. 1998. Faithful least-squares fitting of spheres, cylinders, cones and tori for reliable segmentation. Lecture Notes in Computer Science 1406, pp. 671-686. (10.1007/BFb0055697)