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RIUL

Publications


General

Making a difference, some recent research results of our work in Princeton.

Journal

Point Matching under Large Image Deformations and Illumination Changes, B. Georgescu and P. Meer, IEEE Trans. Pattern Anal. Machine Intell., 26:674-689, June 2004.[pdf (3.7MB)]

Edge Detection with Embedded Confidence, P. Meer and B. Georgescu, IEEE Trans. Pattern Anal. Machine Intell., 23:1315-1365, December 2001.[pdf (5.1MB)]

Conference Proceedings

Four-Chamber Heart Modeling and Automatic Segmentation for 3D Cardiac CT Volumes Y. Zheng, B. Georgescu, A. Barbu, M. Scheuering, D. Comaniciu, SPIE Symposium on Medical Imaging, San Diego California, February 2008, accepted.[to appear]

Fast Automatic Heart Chamber Segmentation from 3D CT Data Using Marginal Space Learning and Steerable Features Y. Zheng, A. Barbu, B. Georgescu, M. Scheuering, D. Comaniciu, 11th International Conference on Computer Vision (ICCV), Rio de Janeiro, Brazil, October 2007, accepted.[pdf (1.5MB)]

Automatic Fetal Measurements in Ultrasound Using Constrained Probabilistic Boosting Tree G. Carneiro, B. Georgescu, S. Good, D. Comaniciu, Proc. of Medical. Image Computing and Computer Assisted Intervention (MICCAI), Brisbane, Australia, October 2007, accepted.[pdf (1.2MB)]

Hierarchical Learning of Curves: Application to Guidewire Localization in Fluoroscopy A. Barbu, V. Athitsos, B. Georgescu, S. Boehm, P. Durlak, D. Comaniciu, IEEE Conf. Computer Vision and Pattern Recognition (CVPR), pp. 1--8, Minneapolis, MN, 2007.[pdf (8.4MB)]

Pairwise Active Appearance Model and its Application to Echocardiography Tracking S. K. Zhou, J. Shao, B. Georgescu, D. Comaniciu, R. Chellappa, Proc. of Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 736--743, Copenhagen, Denmark, October 2006.[pdf (0.4MB)]

Simultaneous Registration and Modeling of Deformable Shapes, J. Xiao, B. Georgescu, S. Zhou, D. Comaniciu, T. Kanade, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), vol.2, pp. 2429--2436, New York, NY, June 2006.[pdf (2.9MB)]

Image-based Multiclass Boosting and Echocardiographic View Classification, X. S. Zhou, J. H. Park, B. Georgescu, C. Simopoulos, J. Otsuki, D. Comaniciu, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), vol.2, pp. 1559--1565, New York, NY, June 2006.[pdf (0.4MB)]

BoostMotion: Boosting a Discriminative Similarity Function for Motion Estimation, X. S. Zhou, J. Shao, B. Georgescu, D. Comaniciu, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), vol.2, pp. 1761--1768, New York, NY, June 2006.[pdf (1.0MB)]

Database-Guided Simultaneous Multi-slice 3D Segmentation for Volumetric Data, W. Hong, B. Georgescu, X. S. Zhou, S. Krishnan, Y. Ma, D. Comaniciu, 9th European Conference on Computer Vision, (ECCV), IV:pp. 397--409 Graz, Austria, May 2006.[pdf (1.2MB)]

Example Based Non-rigid Shape Detection, Y. Zheng, X. S. Zhou, B. Georgescu, S. Zhou, D. Comaniciu, 9th European Conference on Computer Vision, (ECCV), IV:pp. 423--436, Graz, Austria, May 2006.[pdf (0.2MB)]

Database-Guided Segmentation of Anatomical Structures with Complex Appearance, B. Georgescu, X. S. Zhou, D. Comaniciu, B. Rao, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 429--436, San Diego, CA, June 2005.[pdf (0.5MB)]

Image Based Regression Using Boosting Method, S. K. Zhou, B. Georgescu, X. S. Zhou, D. Comaniciu, 10th International Conference on Computer Vision (ICCV), pp. 541--548, Beijing, China, October 2005.[pdf (0.4MB)]

Clinical Evaluation of a Novel Automatic Real-Time Myocardial Tracking and Wall Motion Scoring Algorithm for Echocardiography Introduction A. S. Katz, S. Krishnan, X. Zhou, B. Georgescu, M. Gera, D. Comaniciu, J. Bi, G. Fung, J. Liang, B. Rao, R. Grimson, N. Reichek, oral abstract, American College of Cardiology Annual Scientific Session, Orlando, Florida, March 2005.[pdf (MB)]

Image mining for investigative pathology. Using optimized feature extraction and data fusion, W. Chen, P. Meer, B. Georgescu, W. Hei, L. A. Goodell, D. J. Foran, Computer Methods and Programs in Biomedicine, 79:59--72, May 2005.[pdf (0.5MB)]

Real-Time Multi-Model Tracking of Myocardium in Echocardiography using Robust Information Fusion, B. Georgescu, X. S. Zhou, D. Comaniciu and B. Rao, Proc. of Medical Image Computing and Computer Assisted Intervention (MICCAI), Rennes, Saint-Malo, France, September 2004, accepted.[pdf (0.4MB)]

Multi-Model Component-Based Tracking using Robust Information Fusion, B. Georgescu, D. Comaniciu, T. X. Han and X. S. Zhou, 2nd Workshop on Statistical Methods in Video Processing, Prague, Czech Republic, May 2004.[pdf (0.5MB)]

Mean Shift Based Clustering in High Dimensions: A Texture Classification Example, B. Georgescu, I. Shimshoni and P. Meer, 9th International Conference on Computer Vision, pp. 456-463, Nice, France, October 2003.[pdf (2.2MB)]

Balanced Recovery of 3D Structure and Camera Motion from Uncalibrated Image Sequences, B. Georgescu and P. Meer, 7th European Conference on Computer Vision, Vol II, pp. 294-308, Copenhagen, Denmark, May 2002.[pdf (0.4MB)]

Synergism in Low Level Vision, C. M. Christoudias, B. Georgescu, P. Meer, 16th International Conference on Pattern Recognition, vol. IV, pp. 150-155, Quebec City, Canada, August 2002.[pdf (1.7MB)]

A Versatile Method for Trifocal Tensor Estimation, B. Matei B. Georgescu and P. Meer, 8th International Conference on Computer Vision, Vol. II, pp. 578-585, Vancouver, BC, Canada, July 2001.[pdf (1.3MB)]

Performance Analysis in Content-Based Retrieval with Textures, K. Xu, B. Georgescu, D. Comaniciu, P. Meer, 15th International Conference on Pattern Recognition, Vol IV, pp. 275-278, Barcelona, Spain, September 2000.[pdf (0.5MB)]

Decision Support System for Multiuser Remote Microscopy in Telepathology, D. Comaniciu, B. Georgescu, P. Meer, W. Chen, D. Foran, Proc. 12th IEEE Symposium on Computer-Based Medical Systems, Stamford, CT, June 1999.[pdf (0.4MB)]

A Neural Vector Quantization for Image Sequence Compression, V.E. Neagoe and B. Georgescu,Real World Application of Intelligent Technologies, Proc. of Romanian-German Workshop, Bucharest, 1997.