M. Shah, Y. Xiao, S. Francis, D. L. Arnold, D. L. Collins, and T. Arbel "Evaluating Intensity Normalization on MRIs of Human Brain with Multiple Sclerosis", Medical Image Analysis, Volume 15, Issue 2, April 2011, pages 267-292

Catherine Laporte and Tal Arbel, "Learning to estimate out-of-plane motion in ultrasound imagery of real tissue", accepted to Medical Image Analysis, August, 2010

Matthew Toews, William Wells III, D. Louis Collins and Tal Arbel, "Feature-Based Morphometry: Discovering Group-related Anatomical Patterns", NeuroImage, Volume 49, Issue 3, pp. 2318-2327, Feb. 2010.

Rupert Brooks and Tal Arbel, "Generalizing inverse compositional and ESM image alignment", International Journal of Computer Vision, Volume 87, Issue 3, pp. 191-212, May 2010.

Sandra Skaff, Tal Arbel and James J. Clark, "A sequential Bayesian approach to color constancy using non-uniform filters", Computer Vision and Image Understanding, Volume 113, Issue 9, pp. 993-1004, Sept. 2009.

Matthew Toews and Tal Arbel, "Detection, localization and sex classification of faces from arbitrary viewpoints and under occlusion", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 31, No. 9, pp. 1567-1581, 2009.

Catherine Laporte, James J. Clark and Tal Arbel, "Generalized Poisson 3D scatterer distributions", IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, Vol. 56, No. 2, pp. 410-414, 2009.

Catherine Laporte and Tal Arbel, "Combinatorial and probabilistic fusion of noisy correlation measurements for untracked freehand 3D ultrasound", IEEE Transactions on Medical Imaging, vol. 27, no. 7, 2008, pp. 984-994.

Rupert Brooks, Tal Arbel and Doina Precup, "Anytime similarity measures for faster alignments", Computer Vision and Image Understanding, vol. 110, no.3, 2008, pp. 378-389.

Matthew Toews and Tal Arbel, "A Statistical Parts-based Appearance Model of Anatomical Variability", IEEE Transactions on Medical Imaging, vol. 26, No. 4, 2007, pp. 497-508.

Catherine Laporte and Tal Arbel, "Efficient discriminant viewpoint selection for active Bayesian recognition", International Journal of Computer Vision, vol. 68, No. 3, 2006, pp. 267-287.

Tal Arbel, Xavier Morandi, Roch M. Comeau and D. Louis Collins, "Automatic non-linear MRI-ultrasound registration for the correction of intra-operative brain deformation", Journal of Computer Aided Surgery, Vol. 9, no. 4, 2004, pp. 123-136.

Tal Arbel and Frank P. Ferrie, "Interactive Visual Dialog", Image and Vision Computing, vol. 20, issues 9-10, 2002, pp. 639-646.

Tal Arbel and Frank P. Ferrie, "Entropy-based Gaze Planning", Image and Vision Computing, vol. 19, issue 11, 2001, pp. 779-786.

Tal Arbel and Frank P. Ferrie, "On the Sequential Accumulation of Evidence", International Journal of Computer Vision, vol. 43, No. 3, 2001, pp. 205-230.

Tal Arbel, Peter Whaite and Frank P. Ferrie, "Parametric Shape Recognition Using a Probabilistic Inverse Theory", Pattern Recognition Letters, vol. 17, no. 5, 1996, pp. 491-501.

Matthew Toews and Tal Arbel, "Parts-based Modeling of Medical Imagery", to appear in Computational Intelligence in Medical Imaging: Techniques and Applications, CRC Press.

2011

M. Demirkus, B. Oreshkin, J. Clark, and T. Arbel, "Spatial and probabilistic codebook template based head pose estimation from unconstrained environments". accepted to IEEE ICIP2011

2010

M. Shah, Y. Xiao, S. Francis, D. L. Arnold, D. L. Collins, and T. Arbel, "Evaluating Intensity Normalization on MRIs of Human Brain with Multiple Sclerosis", accepted to Medical Image Analysis, Dec. 2010.

Y. Xiao, M. Shah, S. Francis, D. L. Arnold, T. Arbel, D. L. Collins, "Optimal Gaussian Mixture Models of Tissue Intensities in Brain MRI of Patients with Multiple-Sclerosis", International Workshop on Machine Learning in Medical Imaging (MLMI) held in conjunction with the 13th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI '10), Beijing, China, September 2010.

R. Rajalingham, M. Toews, D. L. Collins, T. Arbel, "Exploring Cortical Folding Pattern Variability Using Local Image Features", Workshop on Medical Computer Vision - Recognition Techniques and Applications in Medical Imaging (MCV) held in conjunction with the 13th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI '10), p. 107, Beijing, China, September 2010.

M. Demirkus, M. Toews, J. Clark, T. Arbel, "Gender Classification from Unconstrained Video Sequences", in the IEEE Workshop on Analysis and Modelling of Faces and Gestures (AMFG) held in conjunction with IEEE CVPR 2010, San Francisco, CA, June 2010.

C. Laporte and T. Arbel, "Measurement Selection in Untracked Freehand 3D Ultrasound", Proceedings of the 13th International Conference on Medical Image Computing and Computer Assisted Intervention, Beijing, China, 2010, Part I, p. 127-134

C. Elliott, S. Francis, D. Arnold, D. L. Collins, T. Arbel, "Bayesian classification of Multiple Sclerosis lesions in longitudinal MRI using subtraction images", Proceedings of the 13th International Conference on Medical Image Computing and Computer Assisted Intervention, Beijing, China, 2010, Part II, p. 290-297

Z. Karimaghaloo, M. Shah, S. Francis, D. L. Arnold, D. L. Collins, T. Arbel, "Detection of Gad-enhancing Lesions in Multiple Sclerosis Using Conditional Random Fields", Proceedings of the 13th International Conference on Medical Image Computing and Computer Assisted Intervention, Beijing, China, 2010, Part III, p. 41-48

D. De Nigris, L. Mercier, R. Del Maestro, D. L. Collins, T. Arbel, "Hierarchical Multimodal Image Registration Based on Adaptive Local Mutual Information", Proceedings of the 13th International Conference on Medical Image Computing and Computer Assisted Interventioni, Beijing, China, 2010, Part II, p. 643-651

D. De Nigris, D. L. Collins, T. Arbel, "Deformable Registration of Chest CT Scans with Adaptive Local Mutual Information”, Grand Challenges in Medical Image Analysis held in conjunction with the 13th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI '10), p. 175, Beijing, China, 2010

2009

M. Toews, W. M. Wells III, D. L. Collins and T. Arbel, "Feature-based morphometry", to appear in Proceedings of the 12th International Conference on Medical Image Computing and Computer Assisted Intervention, Part II, pp. 109-116 London, Sept. 2009, Part II, pp. 109-116

M. Shah, Y. Xiao, S. Francis, D. Arnold, D.L. Collins and T. Arbel, "Effectiveness of Intensity Normalization on Human Brain MRIs with Multiple Sclerosis", in the MICCAI 2009 Workshop on Medical Image Analysis on Multiple Sclerosis (MIAMS 2009) in conjunction with the 12th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI '09), London, UK, September 2009.

N. Subbanna, M. Shah, S. Francis, S. Narayanan, D.L. Collins, D. Arnold and T. Arbel, "MS Lesion Segmentation using Markov Random Fields", in the MICCAI 2009 Workshop on Medical Image Analysis on Multiple Sclerosis in conjunction with the 12th International Conference on Medical Image Computing and Computer Assisted Intervention, London, UK, September 2009.

M. Toews, D. L. Collins and T. Arbel, "Automatically learning cortical folding patterns", to appear in Proceedings of the International Symposium on Biomedical Imaging, Boston, U.S.A., June 2009

C. Laporte and T. Arbel, "Learning a tissue invariant ultrasound speckle decorrelation model", to appear in Proceedings of the International Symposium on Biomedical Imaging, pp. 995-998, Boston, U.S.A., June 2009

2008

M. Audette, R. Brooks, R. Funnell, G. Strauss and T. Arbel, "Piecewise affine initialized spline-based patient-specific registration of a high-resolution ear model for surgical guidance", to appear in Proceedings of the MICCAI 2008 Workshop on Image Guidance and Computer Assistance for Soft-Tissue Interventions, New York, U.S.A., Sept. 2008

R. Brooks, L. Collins, X. Morandi and T. Arbel, "Deformable ultrasound registration without reconstruction", to appear in Proceedings of the 11th International Conference on Medical Image Computing and Computer Assisted Intervention, New York, U.S.A., Sept. 2008.

2007

C. Laporte and T. Arbel, "Probabilistic speckle decorrelation for 3D ultrasound", Proceedings of the 10th International Conference on Medical Image Computing and Computer Assisted Intervention, part 1, pp. 925-932, Brisbane, Australia, Oct. 2007.

M. Toews and T. Arbel, "Detecting and localizing 3D object classes using viewpoint invariant reference frames", Proceedings of the ICCV Workshop on 3D Representation for Recognition, Rio de Janeiro, Brazil, Oct. 2007.

M. Toews and T. Arbel, "Detecting, localizing and classifying visual traits from arbitrary viewpoints using probabilistic local feature modeling", Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures, pp. 154-167, Rio de Janeiro, Brazil, Oct. 2007.

R. Brooks and T. Arbel, "The importance of scale when selecting pixels for image registration", Proceedings of the 4th Canadian Conference on Computer and Robot Vision, pp. 235-242, Montreal, QC, May 2007.

C. Laporte, J. J. Clark and T. Arbel, "A fractal multi-dimensional ultrasound scatterer distribution model", Proceedings of the 4th IEEE International Symposium on Biomedical Imaging, pp. 880-883, Washington, DC, Apr. 2007.

R. Brooks, T. Arbel and D. Precup, "Fast image alignment using anytime algorithms", Proceedings of the 20th International Joint Conference on Artificial Intelligence, pp. 2078-2083, Hyderabad, India, Jan. 2007.

2006

M. Toews, D.L. Collins and T. Arbel, "A statistical parts-based appearance model of inter-subject variability" Proceedings of the 9th Conference for Medical Image Computing and Computer Assisted Intervention, vol. 1, pp. 232-240, Copenhagen, Denmark, Oct. 2006.

R. Brooks and T. Arbel, "Generalizing inverse compositional image alignment", Proceedings of the 18th International Conference on Pattern Recognition, vol.2, pp. 1200-1203, Hong Kong, Aug. 2006.

M. Toews and T. Arbel, "Detection over viewpoint via the Object Class Invariant", Proceedings of the 18th International Conference on Pattern Recognition, vol. 1, pp. 765-768, Hong Kong, Aug. 2006.

F. Riggi, M. Toews and T. Arbel, "Fundamental matrix estimation via TIP - Transfer of Invariant Parameters", Proceedings of the 18th International Conference on Pattern Recognition, vol. 2, pp. 21-24, Hong Kong, Aug. 2006.

R. Harmouche, D. Arnold, S. Francis, D.L. Collins and T. Arbel, "Bayesian MS lesion classification modeling regional and local spatial information", Proceedings of the 18th International Conference on Pattern Recognition, vol. 3, pp. 984-987, Hong Kong, Aug. 2006.

C. Laporte and T. Arbel, "Evaluation of required and available ultrasound image decompression accuracy for decorrelation based distance estimation", Proceedings of Medical Image Understanding and Analysis, pp. 136-140, Manchester, U.K., July 2006.

2005

M. Toews, D.L. Collins and T. Arbel, "Maximum a posteriori local histogram estimation for image registration", Proceedings of the 8th International Conference on Medical Image Computing and Computer Assisted Intervention , Lecture Notes in Computer Science, Vol. 3750, pp. 163, Palm Springs, CA, Oct. 2005.

2004

C. Laporte, R. Brooks and T. Arbel, "A fast discriminant approach to active object recognition and pose estimation", Proceedings of the 17th International Conference on Pattern Recognition, Vol. 3, pp. 91-94, Cambridge, United Kingdom, Aug. 2004.

2003

M. Toews and T. Arbel, "Entropy-of-likelihood Feature Selection for Image Correspondence", in Proceedings of 9th International Conference on Computer Vision, Nice, France, Oct. 2003.

2002

S. Skaff, T. Arbel and J. Clark, "Active Bayesian Color Constancy with Non-Uniform Sensors", in Proceedings of the IEEE 16th International Conference on Pattern Recognition, Vol. 2. pp. 681-685, Quebec, Canada, Aug. 2002.

2001

T. Arbel, X. Morandi, R. Comeau and D.L. Collins, "Automatic Non-linear MRI-Ultrasound Registration for the Correction of Intra-operative Brain Deformations", in Proceedings of the Conference for Medical Image Computing and Computer Assisted Intervention - MICCAI 2001, W. Niessen and M.A. Viergever (eds.), Springer-Verlag, Utrecht, Netherlands, Oct. 2001, pp. 913-922.

D. Sappey-Marinier, S. Antel, M. C. Tartaglia, S. Narayanan, S. Francis, T. Arbel, D. L. Arnold, "Quantification Métabolique dans la Sclérose en Plaques par Imagerie Spectroscopique RMN", Revue Neurologique, Supplément No. 3, Tôme 157, 2S145. Presented at the Journées de Neurologie de Langue Française, Lyon, April 2001.

2000

T. Arbel, F. P. Ferrie and M. Mitran, "Recognizing Objects From Curvilinear Motion", in Proceedings of the Eleventh British Machine Vision Conference, Bristol, UK, September 2000.

T. Arbel and F. P. Ferrie, "Interactive Visual Dialog", in Proceedings of the Eleventh British Machine Vision Conference, Bristol, UK, September 2000.

T. Arbel and F. P. Ferrie, "Recognizing Objects by Accumulating Evidence over Time", in Proceedings of the Fourth Asian Conference on Computer Vision, Taipei, Taiwan, Jan. 2000.

1999

T. Arbel and F. P. Ferrie, "Bayesian Recognition - Accumulating Evidence Over Time", in Booklet for Statistical Methods for Image Processing, a satellite conference of the 52nd Session of the International Statistical Institute, pages 22-25, Uppsala, Sweden, August 1999.

T. Arbel and F. P. Ferrie, "Viewpoint Selection by Navigation through Entropy Maps", in Proceedings of the Seventh IEEE International Conference on Computer Vision, pages 248-254, Kerkyra, Greece, Sept. 1999.

T. Arbel and F. P. Ferrie, "Entropy-based Gaze Planning", in Proceedings of the Second IEEE Workshop on Perception for Mobile Agents, in association with the 1999 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Fort Collins, Colorado, June 1999.

1996

T. Arbel and F. P. Ferrie, "Informative Views and Sequential Recognition", in Proceedings of Fourth European Conference on Computer Vision, Cambridge, UK, April 1996, no. 1064, pp. 469-481.

1994

T. Arbel, P. Whaite and F. P. Ferrie, "Recognizing Volumetric Objects in the Presence of Uncertainty", in Proceedings of the 12th International Conference on Pattern Recognition, Jerusalem, Israel, Oct. 1994, pp. 470-476.