Publications/Image Processing and Analysis

Publications - Image Processing and Analysis

Biological	Brain	Image Processing	Image-Guided	OCT
Motion Estimation	Mapping	and Analysis	Interventions

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A.J. Plassard, Z. Yang, S. Rane, J.L. Prince, D.O. Claassen, and B.A. Landman, "Improving cerebellar segmentation with statistical fusion", Proceedings of SPIE Medical Imaging (SPIE-MI 2016), San Diego, CA, February 27 - March 3, 2016.
K. Li, C. Ye, Z. Yang, A. Carass, S.H. Ying, and J.L. Prince, "Quality Assurance using Outlier Detection on an Automatic Segmentation Method for the Cerebellar Peduncles", Proceedings of SPIE Medical Imaging (SPIE-MI 2016), San Diego, CA, February 27 - March 3, 2016. (PDF) (doi)
C. Zhao, A. Carass, A. Jog, and J.L. Prince, "Effects of Spatial Resolution on Image Registration", Proceedings of SPIE Medical Imaging (SPIE-MI 2016), San Diego, CA, February 27 - March 3, 2016. (doi)

J Woo, M Stone, and J.L. Prince, "Multimodal Registration via Mutual Information Incorporating Geometric and Spatial Context", IEEE Trans. on Image Processing, 24(2):757-769, 2015. (doi)
G.A. Sigurdsson, Z. Yang, T.D. Tran, J.L. Prince, "Interpretable exemplar-based shape classification using constrained sparse linear models", Proceedings of SPIE Medical Imaging (SPIE-MI 2015), Orlando, FL, February 21-26, 2015. (doi)

C. Ye, A. Carass, E. Murano, M. Stone, and J.L. Prince, "A Bayesian Approach to Distinguishing Interdigitated Muscles in the Tongue from Limited Diffusion Weighted Imaging", MICCAI Workshop on Bayesian and Graphical Models for Biomedical Imaging (BAMBI 2014), Boston, MA, September 18, 2014. (doi)
A. Jog, A. Carass, and J.L. Prince, "Improving Magnetic Resonance Resolution with Supervised Learning", 11th IEEE International Symposium on Biomedical Imaging (ISBI 2014), Beijing, China, April 28 - May 2, 2014. (doi)
G.A. Sigurdsson and J.L. Prince, "Smoothing fields of weighted collections with applications to diffusion MRI processing", Proceedings of SPIE Medical Imaging (SPIE-MI 2014), San Diego, CA, February 15-20, 2014. (doi)

Z. Yang, J.A. Bogovic, A. Carass, M. Ye, P.C. Searson, and J.L. Prince, "Automatic Cell Segmentation in Fluorescence Images of Confluent Cell Monolayers Using Multi-object Geometric Deformable Model (MGDM)", Proceedings of SPIE Medical Imaging (SPIE-MI 2013), Orlando, FL, February 9-14, 2013. (PDF) (doi)
J.A. Bogovic, J.L. Prince, and P.-L. Bazin, "A Multiple Object Geometric Deformable Model for Image Segmentation", Computer Vision and Image Understanding, 117(2):145-157, 2013. (PDF) (doi) (PubMed)

B.A. Landman, A.L. Asman, A.G. Scoggins, J.A. Bogovic, F. Xing, and J.L. Prince, "Robust Statistical Fusion of Image Labels", IEEE Trans. on Medical Imaging, 31(2):512-522, February 2012. (PDF) (doi) (PubMed) (PMCID 3262958)
F. Xing, A.J. Asman, J.L. Prince, and B.A. Landman, "Finding Seeds for Segmentation Using Statistical Fusion", Proceedings of SPIE Medical Imaging (SPIE-MI 2012), San Diego, CA, February 4-9, 2012. (PDF) (doi)
J. Woo, Y. Bai, S. Roy, E. Murano, M. Stone, and J.L. Prince, "Super-resolution reconstruction for tongue MR images", Proceedings of SPIE Medical Imaging (SPIE-MI 2012), San Diego, CA, February 4-9, 2012. (PDF) (doi)
B.A. Landman, A.J. Asman, A.G. Scoggins, J.A. Bogovic, J.A. Stein, and J.L. Prince, "Foibles, follies, and fusion: Web-based collaboration for medical image labelling", NeuroImage, 59(1):530–539, January 2012. (PDF) (doi) (PubMed)

A.J. Asman, A.G. Scoggins, J.L. Prince, and B.A. Landman, "Foibles, Follies, and Fusion: Assessment of Statistical Label Fusion Techniques for Web-Based Collaborations using Minimal Training", Proceedings of SPIE Medical Imaging (SPIE-MI 2011), Orlando, FL, February 12-17, 2011. (PDF) (doi) (PubMed) (PMCID 3083117)

J.A. Bogovic, P.-L. Bazin, J.L. Prince, "Topology-Preserving STAPLE", IEEE Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA 2010), San Francisco, California, June 14, 2010. (PDF) (doi)
B.A. Landman, J.A. Bogovic, J.L. Prince, "Simultaneous Truth and Performance Level Estimation with Incomplete, Over-complete, and Ancillary Data", Proceedings of SPIE Medical Imaging (SPIE-MI 2010), San Diego, CA, February 16-21, 2010. (PDF) (doi) (PubMed) (PMCID 2917119)
L.M. Ellingsen, G. Chintalapani, R.H. Taylor, and J.L. Prince, "Robust deformable image registration using prior shape information for atlas to patient registration", Comput. Med. Imaging Graph, 34(1):79-90, January 2010. (PDF) (doi) (PubMed)