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Tim Cootes: Publications (Chronological)

Alternative 'official' list which isn't quite in sync with this one yet.

See also:
A list of selected publications by subject.
A detailed report about Active Shape Models and Active Appearance Models (pdf)
Timeline of developments in ASM/AAMs (pdf)
Timeline of developments in correspondence for model-building (pdf)

2017

L. Minciullo, J. Thomson, T.F.Cootes, "Combination of lateral and PA view radiographs to study development of knee OA and associated pain", SPIE Medical Imaging 2017 (To appear).

2016

G. Rajamanoharan and T.F. Cootes, "Multi-View Constrained Local Models for Large Head Angle Facial Tracking", ICCV Workshops, 2015, p.18-25 (here)

J. Thomson, T.Cootes, D.Felson, T.O'Neill, "Detecting osteophytes in radiographs of the knee to diagnose Osteoarthritis", Proc. Int.Conf. on Machine Learning in Medical Imaging (MLMI), Springer, 2016 (here)

R. Almutiry, S. Couth, E. Poliakoff, S. Kotz, M. Silverdale, and T. Cootes, "Facial Behaviour Analysis in Parkinson's Disease", in Medical Imaging and Augmented Reality: 7th International Conference, MIAR 2016, Bern, Switzerland, August 24-26, 2016, Proceedings, G. Zheng, H. Liao, P. Jannin, P. Cattin, and S.-L. Lee, Eds. Cham: Springer International Publishing, 2016, pp. 329-339.

P.A.Bromiley, J.E.Adams and T.F.Cootes, "Fully Automatic Localisation of Vertebrae in CT Images using Random Forest Regression Voting", Computational Methods and Clinical Applications in Spine Imaging (CSI) 2016

L. Minciullo and T. Cootes, "Fully Automated Shape Analysis for Detection of Osteoarthritis from Lateral Knee Radiographs", Int. Conf. on Pattern Recognition 2016 (to appear)

R. Ebsim et al. "Detection of Wrist Fractures in X-Ray Images", 5th Workshop on Clinical Image-based Procedures, 2016 (to appear)

P.Bromiley et al. "Multi-point Regression Voting for Shape Model Matching", Int. Conf. on Medical Image Understanding and Analysis 2016

J.C.Thomson, M. Parkes, D. Felson, T.O'Neill and T.F.Cootes, "Automated multi-feature analysis of current and future onset pain in osteoarthritic knees", Int. Workshop on Osteoarthritis Imaging (to appear).

L.Minciullo and T.F.Cootes, "OA classification using lateral knee radiographs", Int. Workshop on Osteoarthritis Imaging 2016.

C.Lindner and T.F Cootes, "Fully automated radiographic knee shape analysis of the OAI dataset: is knee shape asymmetry an early indicator of unilateral knee OA?", Int. Workshop on Osteoarthritis Imaging 2016.

Y. Almutairi, K.Kadler and T.F.Cootes, "Analysing the structure of collagen fibres in SBFSEM images", Int. Workshop on Computer Vision for Microscopy Image Analysis 2016.

A.Gait, R.Hodgson, M. Parkes, C.E.Hutchinson, T. O'Neill, N.Maricar, E. Marjanovic, T.Cootes, D.Felson. "Synovial volume vs. synovial measurements from dynamic contrast enhanced MRI as measures of response in osteoarthritis.", Osteoarthritis and Cartilage, Vol.24, No.8, p.1392-98.

M.J. Callaghan, N.D. Reeves, T.F.Cootes, R. Hodgson and D.T.Felson,"Two different knee braces alter patella position: a moving image analysis using weight bearing magnetic resonance imaging.", OARSI 2016

C.-W. Wang, C.-T. Huang, J.-H. Lee, C.-H. Li, S.-W. Chang, M.-J. Siao, T.-M. Lai, B. Ibragimov, T. Vrtovec, O. Ronneberger, P. Fischer, T.F. Cootes and C. Lindner."A benchmark for comparison of dental radiography analysis algorithms", Medical Image Analysis 2016, Vol.31, pp.63-76

2015

P.A.Bromiley, J.E.Adams and T.F.Cootes, "Automatic Localisation of Vertebrae in DXA Images using Random Forest Regression Voting", Proc. 3rd Workshop and Challenge on Computational Methods and Clinical Applications in Spine Imaging (CSI), 2015, pp.159-171

C.Lindner, J.Thomson and T.F.Cootes, "Learning-based shape model matching: training accurate models with minimal manual input", Proc. MICCAI 2015,Part III, pp.580-587 (more)

J.Thomson, T.O'Neill, D.Felson and T.F.Cootes, "Automated shape and texture analysis for detection of Osteoarthritis from radiographs of the knee", Proc. MICCAI 2015, Part 2, pp.127-134 (more)

Y.Almutairi, K.Kadler, T.Starborg, T.F.Cootes, "Tracking Collagen Fibres through Image Volumes from SBFSEM", MIUA 2015, pp.40-45.

C.Lindner et al. "Investigation of Association between Hip Osteoarthritis Susceptibility Loci and Radiographic Proximal Femur Shape", Arthritis and Rheumatology 67(8), pp.2076-84, 2015 (here)

C.Lindner and T.F. Cootes, "Fully automatic cephelometric evaluation using random forest regression voting", ISBI Workshop on Grand Challenges in Dental X-Ray Image Analysis, 2015. First Prize in challenge on Automatic Detection of Anatomical Landmarks(more)

Panis et al., "An Overview of Research on Facial Aging using the FG-NET Aging Database", IET Biometrics.

P. A. Bromiley, J. E. Adams, and T. F. Cootes, "Localisation of Vertebrae on DXA Images Using Constrained Local Models with Random Forest Regression Voting", Recent Advances in Computational Methods and Clinical Applications for Spine Imaging. Lecture Notes in Computational Vision and Biomechanics Vol.20, pp.159-171, 2015. (here)

C.Lindner, P.A.Bromiley, M.C.Ionita and T.F. Cootes,"Robust and Accurate Shape Model Matching using Random Forest Regression-Voting", IEEE Trans. PAMI, Vol.37, No.9, pp.1862-1874, 2015 (here)

2014

P.A. Bromiley, J.E.Adams and T.F.Cootes, "Localisation of Vertebra on DXA VFA Images Images using Constrained Local Models with Random Forest Regression Voting", Journal of Orthopaedic Translation Vol.2 Issue 4: International Bone Densitometry Workshop 2014. pp.227-228 (Best Poster Prize) (more)

P.A. Bromiley, J.E.Adams and T.F.Cootes, "Localisation of Vertebra on DXA VFA Images using Constrained Local Models with Random Forest Regression Voting", MICCAI Workshop on Computational Methods and Clinical Applications for Spine Imaging, 2014 (more)

C.Lindner, G. Wallis and T.F Cootes,"Increasing shape modelling accuracy by adjusting for subject positioning: An application to the analysis of radiographic proximal femur symmetry using data from the Osteoarthritis Initiative", Bone, Vol. 61, pages 64-70, 2014. (doi)

A.D.Gait, R.Hodgson, T.F.Cootes, E.J.Marjanovic, M.Parkes, T.W. ONeill, D.T.Felson, "Late Synovial Enhancement Detects Effects of Intra-Articular Steroids on Synovitis Better Than Synovial Volume", Proc. OARSI, 2014.

N.Maricar, M.J.Parkes, D.T.Felson, T.F.Cootes, A.D.Gait, E.J.Marjanovic, D.Bailey, C.E.Hutchinson, T.W.ONeill, "Magnetic Resonance Imaging structural parameters do not predict response to intra-articular steroid therapy in knee OA", Proc. OARSI 2014.

M.J.Parkes, N.Maricar,A.D.Gait,T.F.Cootes,E.J.Marjanovic,D.Bailey,C.E.Hutchinson,D.T.Felson, "Bone Marrow Lesions may not response to anti-inflammatory treatments in knee osteoarthritis", Proc. OARSI 2014

2013

A.Caunce, C.Taylor and T.Cootes, "Using Detailed Independent 3D sub-models to improve facial feature localisation and pose estimation.", International Journal on Artificial Intelligence Tools, Vol.22, No.6, 2013 (here)

C. Lindner, S. Thiagarajah, J.M.Wilkinson, The arcOGEN Consortium, G.A. Wallis and T.F.Cootes, "Development of a fully automatic shape model matching (FASMM) system to derive statistical shape models from radiographs: Application to the accurate capture and global representation of proximal femur shape", Osteoarthritis and Cartilage Vol. 21, No. 10, pages 1537-1544, 2013. (doi)

C. Lindner, S. Thiagarajah, J.M.Wilkinson, The arcOGEN Consortium, G.A. Wallis and T.F.Cootes, "Accurate Bone Segmentation in 2D Radiographs Using Fully Automatic Shape Model Matching Based On Regression-Voting", Proc. MICCAI, Part II, pp.181-189, 2013

K.O.Babalola, A.Gait and T.F.Cootes, "A parts-and-geometry initialiser for 3D non-rigid registration using features derived from spin images", Neurocomputing, Vol.120,pp.113-120, 2013 (here)

C. Lindner, S. Thiagarajah, J.M.Wilkinson, The arcOGEN Consortium, G.A. Wallis and T.F.Cootes, "Fully Automatic Segmentation of the Proximal Femur Using Random Forest Regression Voting",IEEE Trans. Medical Imaging, Vol. 32, No. 8, pages 1462-1472, 2013. (doi) , 2013

2012

D.T. Felson, M.J. Parkes, E.J. Marjanovic, M. Callaghan, A.Gait, T.F. Cootes, M.Lunt, J.Oldham and C.E. Hutchinson, "Bone Marrow Lesions (BMLs) in knee osteoarthritis change in 6 to 12 weeks", Osteoarthritis and Cartilage,Vol.20, No.12,pp.1514-8, 2012

T.F.Cootes, M.Ionita, C.Lindner and P.Sauer, "Robust and Accurate Shape Model Fitting using Random Forest Regression Voting", ECCV 2012 (PDF)

A. Caunce, C.J.Taylor and T.F.Cootes, "Using Detailed Independent 3D Sub-Models to Improve Facial Feature Localisation and Pose Estimation" ISVC 2012

C. Lindner, S. Thiagarajah, J.M. Wilkinson, arcOGEN Consortium, G.A. Wallis and T.F. Cootes, "Accurate fully automatic femur segmentation in pelvic radiographs using regression voting", MICCAI 2012, Vol.III, pp.353-360.

M.G. Roberts, T.F. Cootes and J.E. Adams, "Automatic Location of Vertebrae on DXA Images using Random Forest Regression", MICCAI 2012, Vol.III, pp.361-368.

P.Zhang and P-T Yap and D. Shen and T.F. Cootes, "Initialising Groupwise Non-rigid Registration Using Multiple Parts+Geometry Models" MICCAI 2012, Vol.III, pp.156-163.

T. W. O'Neill, L. M. Forsythe, M. J. Parkes, E. Marjanovic, A. Gait, C. E. Hutchinson, M. Bowes, T. F. Cootes, D. T. Felson, "Short-term changes in Bone Marrow Lesion (BML) volume in knee osteoarthritis", OARSI 2012

T. W. O'Neill, L. M. Forsythe, M. J. Parkes, E. Marjanovic, A. Gait, C. E. Hutchinson, T. F. Cootes, D. T. Felson, "Reduction in synovial tissue volume following intra-articular steroid injection in the knee", OARSI 2012

Roberts MG , Oh T, Pacheco EM, Mohamkumar R, Cootes TF, Adams JE, "Semiautomatic determination of detailed vertebral shape from lumbar radiographs using active appearance models", Osteoporosis International, 23(2) pp.655-664, 2012 (summary)

P. A. Tresadern, M. C. Ionita and T. F. Cootes, "Real-Time Facial Feature Tracking on a Mobile Device", International Journal of Computer Vision, No.96(3), pp.280-289, 2012

P.Zhang and T.F.Cootes, "Automatic Construction of Parts+Geometry Models for Initialising Groupwise Registration", IEEE Transactions on Medical Imaging, Vol 31, No.2, pp.341-358, 2012

2011

M.Ionita, P.Tresadern and T.Cootes "Real Time Feature Point Tracking with Automatic Model Selection", International Workshop on Human-Computer Interaction, IEEE ICCV Workshops, pp. 453-460, 2011

P.Sauer, T.Cootes, C.Taylor "Accurate Regression Procedures for Active Appearance Models", BMVC 2011 (PDF)

C.Lindner et al, "Short-term variability of proximal femur shape in anteroposterior pelvic radiographs", MIUA 2011 (PDF)

P. Zhang and T.F.Cootes, "Automatic Part Selection for Groupwise Registration", Proc. IPMI 2011 pp.636-647 (Best Poster Prize)

2010

A. Caunce, T.F.Cootes and C.J. Taylor, "Adding Facial Actions into a {3D} Model Search to Analyse Behaviour in an Unconstrained Environment", International Symposium on Visual Computing 2010, pp.132-142

T.F.Cootes, "Deformable Object Modelling and Matching", Proc ACCV2010

P. Zhang and T.F.Cootes, "Automatic Learning Sparse Correspondences for Initialising Groupwise Registration", Proc. MICCAI 2010, Vol.2, pp.635-42

A. Caunce, T.F.Cootes and C.J. Taylor, "Improved 3D Model Search for Facial Feature Location and Pose Estimation in 2D images", Proc. British Machine Vision Conference 2010 (PDF)

P. Tresadern, P. Sauer and T.F. Cootes, "Additive Update Predictors in Active Appearance Models", Proc. British Machine Vision Conference 2010 (PDF)

T.F. Cootes, C.J.Twining, V.S.Petrovic, K.O. Babalola and C.J.Taylor "Computing Accurate Correspondences across Groups of Images", IEEE Trans. PAMI Vol. 32 (11) pp.1994-2005, 2010 details (Draft PDF)

R.H.Davies, C.J.Twining, T.F.Cootes and C.J.Taylor, "Building 3D Statistical Shape Models by Direct Optimisation" To appear in IEEE Trans.Medical Imaging

P.A.Tresadern and T.F.Cootes, "Gradient Constraints Can Improve Displacement Expert Performance", ICPR2010

M.G.Roberts, E.Pacheco, T.F. Cootes and J.Adams, "Detection of vertebral fracture in DXA VFA images using statistical models of appearance and a semi-automatic segmentation", Osteoporosis International Vol.21 (12), pp. 2037-46, 2010 (details)

K.O.Babalola and T.F Cootes, "Using Parts and Geometry Models to initialise Active Appearance Models for Automated Segmentation of 3D Medical Images",Proc. IEEE Int. Symp. on Biomedical Imaging (ISBI) 2010.

S.Adeshina and T.F.Cootes, "Constructing Part-based Models for Groupwise Registration", Proc. IEEE Int. Symp. on Biomedical Imaging (ISBI) 2010.

T.Williams, G.Vincent, T.F.Cootes, S.Balamoody, C.Hutchinson, J.Waterton, C.Taylor, "Automatic segmentation of bones and inter-image anatomical correspondence by volumetric statistical modelling of knee MRI", Proc. IEEE Int. Symp. on Biomedical Imaging (ISBI) 2010.

S.A.Adeshina, T.F.Cootes and J.E.Adams, "Evaluating the use of Carpal bones for the determination of skeletal maturity for infants", Proc MIUA 2010, pp.279-283 (PDF)

S.A.Adeshina and T.F.Cootes, "Evaluation of Performance of Part-based Models for Groupwise Registration", Proc MIUA 2010, pp.221-225. (Best Poster Prize) (PDF)

2009

A.Caunce, D.Cristinacce, T.F.Cootes and C.J. Taylor, "Locating Facial Features and Pose Estimation Using a 3D Shape Model", 5th International Symposium on Visual Computing, 2009 pp.750-761

M.G.Roberts, T.F. Cootes, J.Adams, "Segmentation of lumbar vertebrae using part-based graphs and active appearance models" MICCAI 2009 pp.1017-1024

P. Tresadern, H. Bhaskar, S. Adeshina, C. Taylor and T.F. Cootes "Combining Local and Global Shape Models for Deformable Object Matching", Proc. BMVC 2009 (PDF)

S.A. Adeshina, T.F. Cootes and J.E. Adams "Evaluating different structures for predicting skeletal maturity using statistical appearance models", MIUA 2009 (PDF)

K.O.Babalola, B.Patenaude, P.Aljabar, J.Schabel, D.Kennedy, W.Crum,S.Smith, T.Cootes, M.Jenkinson and D.Rueckert, "An evaluation of four automatic methods of segmenting the subcortical structures in the brain", NeuroImage 47(4) pp.1435-47

2008

D.Cristinacce and T.F.Cootes, "Facial Motion Analysis using Clustered Shortest Path Tree Registration", Proc. MLVMA Workshop (ECCV), 2008.

K.Babalola, T.Cootes, C.Twining, V.Petrovic and C.Taylor, "3D Brain Segmentation using Active Appearance Models and Local Regressors", Proc. MICCAI 2008, Vol. 1, pp.401-408.

K.Babalola,B.Patenaude, P.Aljabar, J. Schnabel, D.Kennedy, W.Crum, S.Smith, T.Cootes, M.Jenkinson and D.Rueckert, "Comparison and Evaluation of Segmentation Techniques for Sub-cortical Structures in Brain MRI", Proc. MICCAI 2008, Vol. 1, pp.409-416.

T.F. Cootes, C.J. Twining, K.O.Babalola and C.J. Taylor, "Diffeomorphic Statistical Shape Models", Image and Vision Computing, Vol. 26, pp.326-332

D.Cristinacce and T.F.Cootes, "Automatic Feature Localisation with Constrained Local Models", Pattern Recognition Vol.41, No.10, pp.3054-3067

2007

M.Roberts, T.F.Cootes, E. Pacheca and J.Adams, "Quantitative vertebral fracture detection on DXA images using shape and appearance models." Academic Radiology 2007 Oct;14(10) pp.1166-78

V.S. Petrovic, T.F. Cootes, A.M. Mills, and C.J.Taylor, "Simultaneous Segmentation of Groups of Medical Images", Proc. MIUA 2007, pp.1-5.

M.G.Roberts, T.F.Cootes and J.E.Adams, "Robust Active Appearance Models with Iteratively Rescaled Kernels", Proc. British Machine Vision Conference, Vol. 1, 2007, pp.302-311., (PDF)

D. Cristinacce and T.F. Cootes, "Boosted Regression Active Shape Models", Proc. British Machine Vision Conference, Vol. 2, 2007, pp.880-889. (PDF)

V.S. Petrovic, T.F. Cootes, A.M. Mills, C.J.Twining and C.J.Taylor, "Automated Analysis of Deformable Structure in Groups of Images", Proc. British Machine Vision Conference, Vol. 2, 2007, pp.1060-1069. (PDF)

R. Larsen, M.B. Stegmann, S.Darkner, S.Forchhammer, T.F. Cootes and Kjaer, "Texture enhanced appearance models", Computer Vision and Image Understanding, Vol.106(1),2007, pp.20-30

2006

M.G. Roberts, T.F. Cootes and J.E. Adams, "Vertebral Morphometry: Semi-automatic Determination of Detailed Vertebral Shape from DXA Images using Active Appearance Models", Investigative Radiology Vol.41, No.12,pp.849-859,2007

M.G. Roberts, T.F. Cootes and J.E. Adams, "Improving the segmentaton of fractured vertebrae using dynamically sequenced active appearance models" Proc. of MICCAI Joint Disease Workshop 2006, pp1-8.

Babalola KO, Cootes TF, Patenaude B, Rao A, Jenkinson M. "Comparing the similarity of statistical shape models using the Bhattacharya metric" Proc. MICCAI 2006 (Vol.1), pp142-50

T.F.Cootes and C.J.Taylor, "An Algorithm for Tuning an Active Appearance Model to New Data", Proc. British Machine Vision Conference, Vol. 3, pp.919-928, 2006 (PDF)

D. Cristinacce and T.F.Cootes, "Feature Detection and Tracking with Constrained Local Models", Proc. British Machine Vision Conference, Vol. 3, pp.929-938, 2006 (Best paper prize) (PDF)

P. Kittipanya-ngam and T.F. Cootes, "The effect of texture representations on AAM performance", Proc. International Conference on Pattern Recognition, Vol.2, pp.328-331, 2006 (Abstract)

M. G. Roberts, T. F. Cootes and J. E. Adams, "Automatic segmentation of lumbar vertebrae on digitised radiographs using linked active appearance models", Proc. Medical Image Understanding and Analysis, 2006. Vol. 2, pp.120-4. (abstract) (PDF)

V. S. Petrovic, T. F. Cootes, C. J. Twining and C. Taylor, "Automatic Framework for Medical Image Registration, Segmentation and Modeling", Proc. Medical Image Understanding and Analysis, 2006. Vol. 2, pp.141-5. (abstract) (PDF)

R. S. Schestowitz, C. J. Twining, V. S. Petrovic, T. Cootes, B. Crum and C. Taylor, "Non-Rigid Registration Assessment Without Ground Truth", Proc. Medical Image Understanding and Analysis, 2006. Vol. 2, pp.151-5. (abstract) (PDF)

C. J. Twining, T. F. Cootes, S. Marsland, V. S. Petrovic, R. S. Schestowitz and C.J. Taylor, "Information-Theoretic Unification of Groupwise Non-Rigid Registration and Model Building.", Proc. Medical Image Understanding and Analysis, 2006. Vol. 2, pp.226-230. (abstract) (PDF)

K. O. Babalola and T. F. Cootes, "Groupwise registration of richly labelled images.", Proc. Medical Image Understanding and Analysis, 2006. Vol. 2, pp.226-230. (abstract) (PDF)

D. Cristinacce and T.F. Cootes, "Facial Feature Detection and Tracking with Automatic Template Selection", Proc. 7th IEEE International Conference on Automatic Face and Gesture Recognition 2006, pp. 429-434. (PDF)

R. Schestowitz, C. Twining, T. Cootes, V. Petrovic, C. Taylor, W. Crum, "Assessing the Accuracy of Non-Rigid Registration With and Without Ground Truth", Proc. IEEE International Symposium on Biomedical Imaging 2006

K. Babalola, T.F. Cootes, "Registering Richly Labelled 3D Images", Proc. IEEE International Symposium on Biomedical Imaging 2006

2005

C.J.Twining, T.F.Cootes, S.Marsland, V.Petrovic, R. Schestowitz and C.J.Taylor, "A Unified Information-Theoretic Approach to Groupwise Non-rigid Registration and Model Building", Proc. Information Processing in Medical Imaging, 2005, pp.1-14.

T.F. Cootes, C.J. Twining, V.Petrovic, R.Schestowitz and C.J. Taylor, "Groupwise Construction of Appearance Models using Piece-wise Affine Deformations", Proc. British Machine Vision Conference,2005, vol. 2, pp.879-888. (PDF)

Lötjönen, J., Antila, K., Lamminmäki, E., Koikkalainen, J., Lilja, M., and Cootes, T.F. Artificial Enlargement of a Training Set for Statistical Shape Models: Application to Cardiac Images. Proc. Functional Imaging and Modelling of the Heart,pp.92-101, 2005

M.G. Roberts, T.F. Cootes and J.E. Adams. Vertebral shape: Automatic Measurement with dynamically sequenced active appearance models. Proc. MICCAI 2005, Vol. 2, pp.733-740.

2004

T.F. Cootes and C.J. Taylor, "Anatomical statistical models and their role in feature extraction", British Journal of Radiology, 2004, Vol. 77, ppS133-S139.

T.F. Cootes, C.J. Twining and C.J. Taylor, "Diffeomorphic Statistical Shape Models", Proc. British Machine Vision Conference 2004, Vol.1, pp.447-456, (PDF)

D. Cristinacce, T.F. Cootes and I. Scott, "A Multistage Approach to Facial Feature Detection" Proc. British Machine Vision Conference 2004, Vol.1, pp.277-286, (PDF)

V.S.Petrovic and T.F.Cootes, "Analysis of Features for Rigid Structure Vehicle Type Recognition" Proc. British Machine Vision Conference 2004, Vol.2, pp.587-596, (PDF)

M.G. Roberts, T.F. Cootes and J.E. Adams, "Vertebral Shape: Automatic measurement by MXA using overlapping statistical models of appearance", Proc of UK Radiological Congress 2004, Publisher British Institute of Radiology Page 34 (PDF)

T.F. Cootes, S. Marsland, C.J. Twining, K. Smith and C.J. Taylor, "Groupwise Diffeomorphic Non-rigid Registration for Automatic Model Building", Proc ECCV2004, pp.316-327 (PDF)

D.Cristinacce and T.F.Cootes, "A comparison of shape constrained facial feature detectors", Proc. Int.Conf on Face and Gesture Recognition, 2004, pp.375-380. (PDF)

F. Bettinger and T.F.Cootes, "A Model of Facial Behaviour", Proc. Int.Conf on Face and Gesture Recognition, 2004, pp.123-128. (PDF)

2003

R.H.Davies, C.J.Twining, P.D.Allen, T.F.Cootes and C.J.Taylor, "Building optimal 2D Statistical Shape Models", Image and Vision Computing, Vol.21, pp.117-82, 2003

M.G. Roberts, T.F. Cootes and J.E. Adams, "Linking Sequences of Active Appearance Sub-Models via Constraints: an Application in Automated Vertebral Morphometry", Proc.BMVC2003, Vol.1,pp.349-358. (PDF)

D. Cristinacce and T.F. Cootes, "Facial Feature Detection using ADABOOST with Shape Constraints", Proc.BMVC2003, Vol.1,pp.231-240. (PDF)

D. Cristinacce and T.F. Cootes, "A Comparison of two Real-Time Face Detection Methods" in Proc. 4th IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, Pages 1-8, Graz, Austria, April, 2003

R.H.Davies, C.J.Twining, P.D.Allen, T.F.Cootes, C.J.Taylor, "Shape Discrimination in the Hippocampus Using an MDL Model", Proc.Information Processing in Medical Imaging 2003, pp.38-50.

I.M.Scott, T.F.Cootes, C.J.Taylor, "Improving Appearance Model Matching Using Local Image Structure", Proc.Information Processing in Medical Imaging 2003, pp.258-269.

P.A. Bromiley, N.A. Thacker, M.L.J. Scott, M.Pokric, A.J. Lacey and T. F. Cootes, "Bayesian and Non-Bayesian Probabilistic Models for Medical Image Analysis", Image and Vision Computing, vol.21, No.10, pp. 851-864, 2003.

2002

T.F.Cootes, P.Kittipanya-ngam, "Comparing Variations on the Active Appearance Model Algorithm", Proc.BMVC2002, Vol.2, pp.837-846. (Postscript) (PDF)

F. Bettinger, T.F. Cootes and C.J. Taylor, "Modelling Facial Behaviours", Proc.BMVC2002, Vol.2, pp.797-806. (PDF)

H. Kang, T.F. Cootes and C.J. Taylor, "A Comparison of Face Verification Algorithms using Appearance Models", Proc.BMVC2002, Vol.2,pp.477-4862 (PDF)

T. F. Cootes, G.V.Wheeler, K.N.Walker and C. J. Taylor, "View-Based Active Appearance Models", Image and Vision Computing, Vol.20, 2002, pp.657-664. (Gzipped PS of preprint)

N.P.Costen, T.F.Cootes, G.J.Edwards, C.J.Taylor, "Automatic Extraction of the Face Identity-Subspace", Image and Vision Computing Vol.20, 2002, pp.319-329. (PDF of original conference paper)

R.H.Davies, C.J.Twining, T.F.Cootes, J.C.Waterton,C.J.Taylor, "3D Statistical Shape Models Using Direct Optimisation of Description Length", Proc.ECCV2002, Vol.3, pp.3-20. (Best paper prize)

T.F.Cootes, N.A.Thacker and C.J.Taylor, "Automatic Model Selection by Modelling the Distributions of Residuals", Proc.ECCV2002, Vol.4, pp.621-635. (Postscript)

K.N.Walker, T.F.Cootes and C.J.Taylor, "Automatically building appearance models from image sequences using salient features", Image and Vision Computing Vol.20, Issues 5-6, pp.435-440. (PDF of original BMVC conference paper)

I.Matthews, T.F. Cootes and J.A. Bangham, "Extraction of Visual Features for Lipreading", IEEE PAMI Vol.24, No.2,pp.198-213, 2002

A.Lanitis, C.J.Taylor and T.F.Cootes, "Towards Automatic Simulation of Ageing Effects on Face Images", IEEE PAMI Vol.24, No.4, pp.442-455

R.H. Davies and C.Twining and T.F. Cootes and C.J. Taylor, "A Minimum Description Length Approach to Statistical Shape Modelling", IEEE Transactions on Medical Imaging Vol.21, pp.525-537, 2002

2001

T.F. Cootes and C.J. Taylor, "Statistical models of appearance for medical image analysis and computer vision", Proc. SPIE Medical Imaging 2001 PDF
(This is an overview of the ASM and AAM work, a good document to read to get a flavour of our work)

T.F.Cootes and C.J.Taylor. "On Representing Edge Structure for Model Matching", Proc. CVPR 2001, Volume 1, pp.1114-1119 (Postscript)

R.H. Davies, T.F. Cootes, C.Twining and C.J. Taylor, "An Information Theoretic Approach to Statistical Shape Modelling", Proc. British Machine Vision Conference 2001, pp.3-11 (PDF) (Image-Metrics "Model-Based Vision" prize)

R.H. Davies, T.F. Cootes and C.J. Taylor, "A Minimum Description Length Approach to Statistical Shape Modelling", Proc. Information Processing in Medical Imaging 2001, pp.50-63

R.H. Davies, T.F. Cootes, J.C. Waterton and C.J. Taylor, "An Efficient Method of Constructing Optimal Statistical Shape Models", Proc MICCAI, pp.57-65, 2001

T.F.Cootes and C.J.Taylor. "Constrained Active Appearance Models" Proc. ICCV 2001. Vol.I. pp748-754 (Postscript)

T.F.Cootes, G.J. Edwards and C.J.Taylor. "Active Appearance Models", IEEE PAMI, Vol.23, No.6, pp.681-685, 2001

2000

T.F. Cootes, G.V.Wheeler, K.N. Walker and C.J.Taylor "Coupled-View Active Appearance Models", Proc. British Machine Vision Conference 2000, vol.1,pp.52-61 (Postscript) (PDF)

T.F. Cootes and C.J. Taylor, "Combining Elastic and Statistical Models of Appearance Variation", Proc. European Conference on Computer Vision,2000, Vol.1, pp.149-163 (Postscript)

T.F. Cootes, K.N. Walker and C.J.Taylor, "View-Based Active Appearance Models", Proc. Int. Conf. on Face and Gesture Recognition, 2000. pp. 227-232 (Postscript)

K.N. Walker, T.F. Cootes, and C.J.Taylor, "Automatically Building Appearance Models", Proc. Int. Conf. on Face and Gesture Recognition, 2000. pp. 271-276

N. Costen, T. F. Cootes and C. J. Taylor, "Compensating for Ensemble-Specificity Effects when Building Facial Models", Proc. British Machine Vision Conference 2000, Vol. 1, pp.62-71. (PDF)

1999

G.J.Edwards, C.J.Taylor and T.F Cootes, "Improving Identitification Performance by Integrating Evidence from Sequences" Proc. IEEE CVPR 1999, Vol.I, pp.486-491.

N.Costen, T.Cootes, G.J.Edwards and C.J.Taylor, "Simultaneous extraction of functional face subspaces" Proc. IEEE CVPR 1999, Vol.I, pp.492-497. (Postscript)

T.F. Cootes and C.J. Taylor, "A Mixture Model for Representing Shape Variation", Image and Vision Computing 17, No.8, 1999, pp 567-574. (Postscript)

T.F. Cootes, C. Beeston, G. J. Edwards and C.J. Taylor, "A Unified Framework for Atlas Matching using Active Appearance Models", in Proc. Int. Conf. on Image Processing in Medical Imaging, (Springer, LNCS 1613) 1999, pp 322-333. (PDF)

T.F. Cootes, G. J. Edwards and C. J. Taylor, "Comparing Active Shape Models with Active Appearance Models", Proc. British Machine Vision Conference (ed T.Pridmore, D.Elliman), Vol. 1, 1999, pp. 173-182 (Postscript)

N. Costen, T.F. Cootes, G. J. Edwards and C. J. Taylor, "Automatic Extraction of the Face Identity Subspace", Proc. British Machine Vision Conference (ed T.Pridmore, D.Elliman), Vol. 1, 1999, pp. 513-522 (PDF)

K. N. Walker and T.F. Cootes and and C. J. Taylor, "Automatically Building Appearance Models from Image Sequences using Salient Features", Proc. British Machine Vision Conference (ed T.Pridmore, D.Elliman), Vol. 2, 1999 pp.463-562 (PDF)

G.J. Edwards and T. F. Cootes and C. J. Taylor, "Advances in Active Appearance Models". Proc International Conference on Computer Vision, pp137-142, 1999.

1998

G.J.Edwards, C.J.Taylor, T.F.Cootes, "Interpreting Face Images using Active Appearance Models", Int. Conf. on Face and Gesture Recognition 1998. pp. 300-305 (Postscript)

G.J.Edwards, C.J.Taylor, T.F.Cootes, "Learning to Identify and Track Faces in Image Sequences", Int. Conf. on Face and Gesture Recognition 1998.pp 260-265 (Best paper prize) (Postscript)

T.F.Cootes, G.J. Edwards and C.J.Taylor. "Active Appearance Models", in Proc. European Conference on Computer Vision 1998 (H.Burkhardt & B. Neumann Ed.s). Vol. 2, pp. 484-498, Springer, 1998. (Postscript) (PDF) (Best paper prize)

G.J. Edwards, T.F. Cootes and C.J. Taylor, "Face Recognition Using Active Appearance Models", in Proc. European Conference on Computer Vision 1998 (H.Burkhardt & B. Neumann Ed.s). Vol. 2, pp. 581-695, Springer, 1998

K. N. Walker, T.F. Cootes and C. J. Taylor. "Locating Salient Object Features", in Proc. British Machine Vision Conference, 1998, (Eds: P.H. Lewis and M.S. Nixon) Vol. 2, pp.557-566, BMVA Press, 1998. PDF

T.F. Cootes, G. J. Edwards and C. J. Taylor. "A Comparative Evaluation of Active Appearance Model Algorithms", in Proc. British Machine Vision Conference, 1998, (Eds: P.H. Lewis and M.S. Nixon) Vol. 2, pp.680-689, BMVA Press, 1998. bmvc98.ps.gz

1997

P.D. Sozou, T.F. Cootes, C.J. Taylor and E.C. Di Mauro, "Non-linear Point Distribution Modelling using a Multi-layer perceptron", Image and Vision Computing Vol.15, No. 6, pp. 457-463, 1997.

T. Ahmad, C.J.Taylor, A.Lanitis, T.F.Cootes. "Tracking and Recognising Hand Gestures using Statistical Shape Models." Image and Vision Computing, Vol. 15, No. 5, pp. 345-352, 1997.

C.J.Taylor, T.F.Cootes, A.Lanitis, G.Edwards, P.Smyth and A.C.W.Kotcheff. "Model-Based Interpretation of Complex and Variable Images." Phil. Trans. R. Soc. Lond. B(1997) 352,1267-74.

A.Lanitis, C.J.Taylor, T.F.Cootes, "Automatic Interpretation and Coding of Face Images Using Flexible Models. IEEE PAMI Vol.19 No.7 pp.743-756, July 1997.

T.F.Cootes, C.J.Taylor. A Mixture Model for Representing Shape Variation. Proc 8th BMVC (Vol.1) (Ed. A.F.Clark) BMVA Press, pp.110-119. 1997. (here) (Postscript of IVC version)

G.J.Edwards, C.J.Taylor and T.F. Cootes. Learning to Identify and Track Faces in Image Sequences. Proc 8th BMVC (Vol.1) (Ed. A.F.Clark) BMVA Press, pp.130-139. 1997. HTML

K.N.Walker, T.F.Cootes and C.J.Taylor. Correspondence Using Distinct Points Based on Image Invariants. Proc 8th BMVC (Vol.1) (Ed. A.F.Clark) BMVA Press, pp.540-549. 1997. HTML (Poster prize)

1996

T.F.Cootes, E.Di Mauro, C.J.Taylor, Flexible 3D Models from Uncalibrated Cameras. Image and Vision Computing. 14 (8) Aug 1996, pp. 581-587.

T.F.Cootes, G.J.Page, C.B.Jackson, C.J.Taylor, "Statistical Grey-Level Models for Object Location and Identification." Image and Vision Computing 14 (8) Aug 1996, pp. 533-540.

A.Hill, T.F.Cootes, C.J.Taylor. "Active Shape Models and the shape approximation problem." Image and Vision Computing. 14 (8) Aug. 1996 pp 601-608.

T.F.Cootes,C.J.Taylor. Locating Objects of Varying Shape using Statistical Feature Detectors. Proc. European Conference on Computer Vision (B.Buxton Ed.). pp. 465-474, Springer-Verlag, 1996.

T.F.Cootes,C.J.Taylor. Data Driven Refinement of Active Shape Model Search. in Proc. British Machine Vision Conference. (Ed. R.B.Fisher and E.Trucco), BMVA Press, 1996, pp. 383-392 (gzipped postscript)

E.C.Di Mauro, T.F.Cootes,C.J.Taylor, A.Lanitis. Active Shape Model Search using pairwise Geometric Histograms. in Proc. British Machine Vision Conference. (Ed. R.B.Fisher and E.Trucco), BMVA Press, 1996, pp. 353-362. (gzipped postscript)

G.J.Edwards, A.Lanitis, C.J.Taylor, T.F.Cootes. Statistical Models of Face Images. in Proc. British Machine Vision Conference. (Ed. R.B.Fisher and E.Trucco), BMVA Press, 1996, pp. 765-774.(gzipped postscript)

A. Lanitis, P.D. Sozou, C.J. Taylor, T.F. Cootes, and E. C Di Mauro, "A General Non-Linear Method For Modelling Shape And Locating Image Objects", Procs. of the International Conference of Pattern Recognition, Vol 4, pp 266-270, IEEE Computer Society Press, Vienna, Austria, 1996.

T.F.Cootes, C.J.Taylor. Locating Faces Using Statistical Feature Detectors. Proc 2nd Int.Conf. on Automatic Face and Gesture Recognition, IEEE Comp.Soc. Press, Los Alamitos, CA, 1996. pp.204-209.

G.J.Edwards, A.Lanitis, C.J.Taylor, T.F.Cootes. Modelling the Variability in Face Images. Proc 2nd Int.Conf. on Automatic Face and Gesture Recognition, IEEE Comp.Soc. Press, Los Alamitos, CA, 1996. pp. 328-333.

1995

T.F. Cootes, D. Cooper, C.J. Taylor and J. Graham, "Active Shape Models - Their Training and Application." Computer Vision and Image Understanding. Vol. 61, No. 1, Jan. 1995, pp. 38-59. PDF

A.Lanitis, C.J.Taylor, T.F.Cootes, "An automatic face identification system using flexible appearance models." Image and Vision Computing Vol.13 No.5 June 1995. pp. 393-402.

T.F.Cootes , C.J.Taylor, "Combining point distribution models with shape models based on finite element analysis." Image and Vision Computing Vol. 13, No. 5 June 1995. pp.403-409.

A. Lanitis, C.J. Taylor, T.F.Cootes, A. Ahmad, Automatic Interpretation of Human Faces and Hand Gestures using Flexible Models. Proc. International Workshop on Automatic Face and Gesture Recognition, Zurich, Switzerland, (Ed. M.Bichsel), 1995, pp. 98-103.

A.Lanitis, A. Hill, T.F.Cootes, C.J.Taylor. Locating Facial Features using Genetic Algorithms. Proc. International Conference on Digital Signal Processing, Cyprus, 1995. pp. 520-525.

A.Lanitis,C.J.Taylor, T.F.Cootes. A Unified Approach to Coding and Interpretting Faces. Proc. 5th International Conference on Computer Vision. 1995. pp. 368-373.

E.C. Di Mauro, T.F. Cootes, G.J. Page and C.B. Jackson, "Check! A Generic and Specific Industrial Inspection Tool", IEE 5th international Conference on Image Processing and its Applications, Edinburgh, 3-6 July 1995, Conf. Publ. No. 410, pp. 667-676.

P.D. Sozou, T.F. Cootes, C.J. Taylor and E.C. Di Mauro, "A non-linear Generalisation of Point Distribution Models using Polynomial Regression", "Image and Vision Computing Journal, Vol. 13, No. 5, June 1995, pp. 451-457.

T.F.Cootes, G.J.Page, C.B.Jackson, C.J.Taylor, Statistical Grey-Level Models for Object Location and Identification. in Proc. British Machine Vision Conference. (Ed. D.Pycock), BMVA Press, 1995, pp. 533-542. (pdf) (Industrial Prize)

T.F.Cootes, E.Di Mauro, C.J.Taylor, Flexible 3D Models from Uncalibrated Cameras in Proc. British Machine Vision Conference. (Ed. D.Pycock), BMVA Press, 1995, pp. 147-156. (pdf)

P.D. Sozou, T.F.Cootes, C.J.Taylor and E.C. Di Mauro. Non-Linear Point Distribution Modelling Using a Multi-Layer Perceptron. in Proc. British Machine Vision Conference. (Ed. D.Pycock), BMVA Press, 1995, pp. 107-116 (pdf)

A.Hill, T.F.Cootes and C.J.Taylor. Active Shape Models and the Shape Approximation Problem. in Proc. British Machine Vision Conference. (Ed. D.Pycock), BMVA Press, 1995, pp. 157-166. (pdf)

T. Ahmad, C.J.Taylor, A.Lanitis, T.F.Cootes. Tracking and Recognising Hand Gestures using Statistical Shape Models. in Proc. British Machine Vision Conference. (Ed. D.Pycock), BMVA Press, 1995, pp. 403-412. (pdf)

T.F.Cootes, A.Hill, C.J.Taylor, Medical Image Interpretation Using Active Shape Models : Recent Advances. 14th International Conference on Information Processing in Medical Imaging, 1995, pp. 371-372.

1994

T.F.Cootes, A.Hill, C.J.Taylor, J.Haslam, "The Use of Active Shape Models for Locating Structures in Medical Images." Image and Vision Computing Vol.12, No.6 July 1994, pp.355-366. ivc94.ps.gz

A. Hill, T.F. Cootes, C.J. Taylor, K.Lindley, Medical image interpretation : a generic approach using deformable templates. Medical Informatics Vol.19, No.1 1994, pp 47-59.

X.P. Zhu, T.F.Cootes, A.Lanitis, C.E.Hutchinson, J.M. Hawnaur, C.J.Taylor, A model based approach to MR image registration. In: Proc. 2nd Meeting of the Society of Magnetic Resonance, San Francisco, (Soc. of M.R., Berkley) 1994; p.816.

T.F. Cootes, D. Cooper, C.J. Taylor and J. Graham, Image search using trained flexible shape models, Advances in Applied Statistics: Statistics and Images: 2. Ed.K.V.Mardia, Carfax Publishing Company, 1994, pp.111-139.

T.F.Cootes , C.J.Taylor, Combining point distribution models with shape models based on finite element analysis. in Proc. British Machine Vision Conference, 1994, pp.419-428. (pdf)

T.F.Cootes , C.J.Taylor, Modelling object appearance using the grey-level surface. in Proc. British Machine Vision Conference, 1994, pp.479-488. (pdf)

T.F.Cootes , C.J.Taylor, A.Lanitis, Active Shape Models : Evaluation of a Multi-Resolution Method for Improving Image Search, in Proc. British Machine Vision Conference, 1994, pp.327-336. (pdf)

J.Haslam, C.J.Taylor, T.F.Cootes, A Probabalistic Fitness Measure for Deformable Template Models, in Proc. British Machine Vision Conference. , BMVA Press, 1994, pp.33-42. (pdf)

A.Lanitis, C.J.Taylor, T.F.Cootes, An automatic face identification system using flexible appearance models. in Proc. British Machine Vision Conference. , BMVA Press, 1994, pp.66-75. (pdf)

P.D.Sozou, T.F.Cootes, C.J.Taylor, A non-linear generalisation of point distribution models using polynomial regression. in Proc. British Machine Vision Conference. , BMVA Press, 1994, pp. 397-406. (pdf)

T.F.Cootes , C.J.Taylor, A.Lanitis, Using Grey-Level Models to Improve Active Shape Model Search, Proc. International Conference on Pattern Recognition Vol.I, Jerusalem, Oct. 1994. pp.63-67.

T.F.Cootes , C.J.Taylor, A.Lanitis, Multi-Resolution Search with Active Shape Models, Proc. International Conference on Pattern Recognition Vol I., Jerusalem, Oct. 1994. pp 610-612.

X.P. Zhu, J.M.Hawnaur, C.E.Hutchinson, T.Cootes, C.J.Taylor, I. Isherwood, MR Image Synthesis using a Flexible Model. British Journal of Radiology. 67, pp.976-982. 1994

A.Lanitis, ,C.J.Taylor, T.F.Cootes, Automatic Tracking, Coding and Reconstruction of Human Faces using Flexible Appearance Models, IEE Electronic Letters 30, pp.1578-1579. 1994

A.Lanitis, ,C.J.Taylor, T.F.Cootes, Recognising Human Faces Using Shape and Grey-Level Information. proc. Third International Conference on Automation, Robotics and Computer Vision, 1994. ??-??

1993

T.F.Cootes, C.J.Taylor, A.Lanitis, D.H.Cooper and J.Graham, Building and Using Flexible Models Incorporating Grey-Level Information. Proc. Fourth International Conference on Computer Vision, IEEE Computer Society Press, 1993, pp.242-246.

X.P. Zhu, J.M.Hawnaur, C.E.Hutchinson, T.Cootes, C.J.Taylor, I. Isherwood, Image Synthesis for Brain Tumours. in Proc. 12th Annual Meeting of the Society of Magnetic Resonance in Medicine, (Society of MR in Medicine, Berkeley), 1993, p.1622.

T.F.Cootes, C.J.Taylor, A.Hill and J.Haslam,The Use of Active Shape Models For Locating Structures. Proc. 13th International Conference on Information Processing in Medical Imaging, (Eds. H.H.Barrett, A.F.Gmitro) Springer-Verlag, 1993, pp.33-47. (Runner Up to Francois Erbsmann Prize)

T.F.Cootes, C.J.Taylor, Active Shape Model Search using Local Grey-Level Models: A Quantitative Evaluation, in Proc. British Machine Vision Conference, (Ed. J.Illingworth), BMVA Press, 1993, pp.639-648. (pdf)

A.Ratter, O.Baujard, C.J.Taylor and T.F.Cootes, A Distributed Approach to Image Interpretation Using Model-Based Spatial Reasoning. in Proc. British Machine Vision Conference. , BMVA Press, 1993, pp.319-328. (pdf)

A.Lanitis, C.J.Taylor, T.F.Cootes, A Generic System For Classifying Variable Objects Using Flexible Template Matching. in Proc. British Machine Vision Conference. , BMVA Press, 1993, pp.329-338. (pdf)

1992

A. Hill, C.J. Taylor and T.Cootes, Object Recognition by Flexible Template Matching using Genetic Algorithms, in Proc. European Conference on Computer Vision (G.Sandini. Ed.). pp. 852-856, Springer-Verlag, 1992.

T.F. Cootes, C.J. Taylor, D.H. Cooper and J. Graham, Training Models of Shape from Sets of Examples. in Proc. British Machine Vision Conference. Springer-Verlag, 1992, pp.9-18. (pdf) (Science Prize)

T.F.Cootes, C.J.Taylor, Active Shape Models - `Smart Snakes'. in Proc. British Machine Vision Conference. Springer-Verlag, 1992, pp.266-275. (pdf)

T.F. Cootes, D. Cooper, C.J. Taylor and J. Graham, "A Trainable Method of Parametric Shape Description." Image and Vision Computing, 10, June 1992, pp.289-294.

A. Hill, T.F. Cootes and C.J. Taylor, A Generic System for Image Interpretation Using Flexible Templates, in Proc. British Machine Vision Conference. Springer-Verlag, 1992, 276-285. (pdf)

1991

T.F. Cootes, D. Cooper, C.J. Taylor and J. Graham, A Trainable Method of Parametric Shape Description. in Proc. British Machine Vision Conference pub. Springer-Verlag, 1991 pp54-61. (pdf)

D.H. Cooper, C.J.Taylor, J. Graham, T.F.Cootes, Locating overlapping flexible shapes using geometrical constraints in Proc. British Machine Vision Conference pub. Springer-Verlag, 1991 pp 185-194. (pdf)

Prize Winning Papers:

(1) BMVC 1992 Science Prize

(2) IPMI 1993 Runner Up : Francois Erbsmann prize (best paper by a young scientist)

(3) BMVC 1995 Industrial Prize

(4) BMVC 1997 Poster Prize

(5) Face & Gesture 1998 Best Paper Prize

(6) ECCV 1998 Olympus "Science for Life" Best Paper Prize (Joint Winner)

(7) BMVC2001 Image-Metrics "Model-Based Vision" Prize

(8) ECCV 2002 Best Paper Prize (Joint Winner)

(9) BMVC 2006 Best Science Paper Prize

(10) MIUA 2010 Poster Prize

(11) IPMI 2011 Poster Prize

(12) International Bone Densitometry Workshop 2014 Best Poster Prize

(13) Grand Challenge on Automatic Detection of Anatomical Landmarks in Cephelometric X-Rays (Workshop at ISBI2015): First prize