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Tim Cootes: Selected Publications by Subject

Statistical Shape Models

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 pp.54-61. (pdf)

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)

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.

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)

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, 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.

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)

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)

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)

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

Active Shape Models

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, 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)

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.

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.

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)

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)

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.

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

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)

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

Active Appearance Models

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)

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)

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)

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

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

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

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)

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

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.

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)

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.

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)

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)

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

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.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.

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.

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.(To appear)

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

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

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

Constrained Local Models

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

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)

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)

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 (PDF)

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

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

Correspondence and Model Building

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

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)

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 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

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.

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

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)

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)

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)

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.

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

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. 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)

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)

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)

T.F. Cootes, C.J.Twining, V.S.Petrovic, K.O. Babalola and C.J.Taylor "Computing Accurate Correspondences across Groups of Images", IEEE 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

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

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

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

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

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

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

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, (To Appear)

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.

Face Image Interpretation

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)

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.

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.

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.

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

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.

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

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

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)

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)

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

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

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)

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 (PDF)

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

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

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)

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

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)

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

P. A. Tresadern, M. C. Ionita and T. F. Cootes, "Real-Time Facial Feature Tracking on a Mobile Device", International Journal of Computer Vision, 96(3), pp.280-289, 2012

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

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)

Vertebral Fracture Detection

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)

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)

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.

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)

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.

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, "Robust Active Appearance Models with Iteratively Rescaled Kernels", Proc. British Machine Vision Conference, Vol. 1, 2007, pp.302-311., (PDF)

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

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

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)

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 International23(2) pp.655-664, 2012 (summary)

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.

Skeletal Maturity Estimation

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

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

Femur Modelling and Location

C.Lindner et al. "Investigation of Association between Hip Osteoarthritis Susceptibility Loci and Radiographic Proximal Femur Shape", Arthritis and Rheumatology (to appear)

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 (here)

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)

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

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

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.

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