Publications

 

[Journal papers and book chapters]  [Selected conference papers]  [Other papers]  [Dissertation]  [Reports]

 

Journal Papers and Book Chapters

 

X. Huang, D. Metaxas, “Metamorphs: Deformable Shape and Appearance Models,” In IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), Vol. 30, No. 8, pp. 1444-1459, Aug. 2008.

 

Y. Zhu, X. Huang, W. Wang, D. Lopresti, L. R. Long, S. Antani, Z. Xue, G. Thoma, “Balancing the Role of Priors in Multi-Observer Segmentation Evaluation,”  In Journal of Signal Processing Systems: Special Issue on Biomedical Imaging, Springer New York, May 2008.

 

X. Huang, C. Xu, Y. Song, “Fast Nonrigid Image Registration using Salient Region Feature and Free Form Deformations,” Book chapter in Encyclopedia of Healthcare Information Systems, N. Wickramasinghe and E. Geisler (editors), Medical Information Science Reference, 2008.

 

X. Huang, N. Paragios, D. Metaxas, ``Shape Registration in Implicit Spaces using Information Theory and Free Form Deformations,” In IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), Vol. 28, No. 8, pp. 1303-1318, Aug. 2006.


N. Paragios, M. Taron, X. Huang, M. Rousson, and D. Metaxas, ``On the Representation of Shapes Using Implicit Functions,'' Book Chapter in Statistics and Analysis of Shapes, H. Krim and A. Yezzi (Editors), Springer Verlag, 2005.

 

D. Metaxas, X. Huang, and T. Chen, “Integrating Shape and Texture in Deformable Models: From Hybrid Methods to Metamorphs,” Book Chapter in Mathematical Models in Computer Vision: The Handbook, N. Paragios, Y. Chen and O. Faugeras (Editors), Springler, 2005.

 

Y. Wang, X. Huang, C.-S. Lee, S. Zhang, Z. Li, D. Samaras, D. Metaxas, A. Elgammal, and P. Huang, “High Resolution Acquisition, Learning and Transfer of Dynamic 3-D Facial Expressions,”  In Computer Graphics Forum, 23(3):677-686, 2004. (Presented at Eurographics 2004)

 

Selected Conference Papers

 

J. Huang, Z. Qian, X. Huang, D. Metaxas, L. Axel,  “Tag Separation in Cardiac Tagged MRI,” In Proc. of the 11th Annual International Conf. on Medical Image Computing and Computer Assisted Intervention, MICCAI’08, LNCS-5242, pp. 289-297, 2008.

 

T. Shen, Y. Zhu, X. Huang, J. Huang, D. Metaxas, L. Axel, “Active Volume Models with Probabilistic Object Boundary Prediction Module,” In Proc. of the 11th Annual International Conf. on Medical Image Computing and Computer Assisted Intervention, MICCAI’08, LNCS-5241, pp. 331-341, 2008.

 

Y. Zhu, X. Huang, D. Lopresti, L. R. Long, S. Antani, Z. Xue, and G. Thoma, “Web-Based Multi-Observer Segmentation Evaluation Tool,” In Proc. Of the 21st IEEE Int’l Symposium on Computer-Based Medical Systems, CBMS’08, pp. 167-169, 2008.

 

J. Huang, X. Huang, D. Metaxas, “Simultaneous Image Transformation and Sparse Representation Recovery,” In Proc. of the IEEE Computer Society Conf. on Computer Vision and Pattern Recognition, CVPR’08, pp. 1-8, 2008.

 

Y. Artan, X. Huang, “Combining Multiple 2v-SVM Classifiers for Tissue Segmentation,” In Proc. of the IEEE Int’l Symposium on Biomedical Imaging: From Nano to Macro, ISBI’08, pp. 488-491, 2008.

 

J. Huang, X. Huang, D. Metaxas, “Optimization and Learning for Registration of Moving Dynamic Textures,” In Proc. Of IEEE Int’l Conf. on Computer Vision, ICCV’07, pp. 1-8, 2007.

 

J. Huang, X. Huang, D. Metaxas, and L. Axel, “Adaptive Metamorphs Model for 3D Medical Image Segmentation,” In Proc. of the 10th Annual International Conf. on Medical Image Computing and Computer Assisted Intervention, MICCAI’07, pp. 302-310, 2007.

 

K. Okada, X. Huang, ``Robust Click-Point Linking: Matching Visually Dissimilar Local Regions, '' In Proc. Of IEEE International Workshop on Beyond Multiview Geometry: Robust Estimation and Organization of Shapes from Multiple Cues, in conjunction with CVPR’07, 2007.

 

J. Huang, X. Huang, D. Metaxas, and L. Axel, “Dynamic Texture based Heart Localization and Segmentation in 4-D Cardiac Images”, In Proc. of the IEEE Int’l Symposium on Biomedical Imaging: From Nano to Macro, ISBI’07, pp. 852-855, 2007.

 

L. Wolf, X. Huang, I. Martin, D. Metaxas, ``Patch-based Texture Edges and Segmentation,”  In Proc. of the 9th European Conf. on Computer Vision, ECCV'06, LNCS 3952, pp. 481-493, 2006.

 

K. Okada, X. Huang, X. Zhou, A. Krishnan, ``Robust Click-Point Linking for Longitudinal Follow-Up Studies, '' In Proc. Of Int’l Workshop on Medical Imaging and Augmented Reality, MIAR'06, Shanghai, 2006.

 

J. Huang, X. Huang, D. Metaxas, and D. Banerjee, ``3D Tumor Shape Reconstruction from 2D Bioluminescence Images,'' In Proc. of the IEEE Int'l Symposium on Biomedical Imaging: From Nano to Macro, ISBI’06, pp. 606-609, 2006.

 

H. Guan, T. Kubota, X. Huang, X. Zhou, M. Turk, ``Automatic Hot Spot Detection and Segmentation in Whole Body FDG-PET Images,” In Proc. of the IEEE Int'l Conf. on Image Processing, ICIP’06, pp. 85-88, 2006.

 

W. He, X. Huang, D. Metaxas, and X. Ying, ``Efficient Learning by Combining Confidence-rated Classifiers to Incorporate Unlabeled Medical Data,''  In Proc. of the 8th Annual International Conf. on Medical Image Computing and Computer Assisted Intervention, MICCAI’05,  LNCS-3749, pp. 745-752, 2005.

 

X. Huang, Z. Qian, R. Huang, and D. Metaxas, ``Deformable-model based Textured Object Segmentation,'' In Proc. of the 4th Int'l Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, EMMCVPR’05 , LNCS-3757, pp. 119-135, 2005.

 

X. Huang, D. Metaxas, and T. Chen, “Metamorphs: Deformable Shape and Texture Models,”  In Proc. of the IEEE Computer Society Conf. on Computer Vision and Pattern Recognition, CVPR’04,  pp. 496-503, 2004.

 

X. Huang, Z. Li, and D. Metaxas, “Learning Coupled Prior Shape and Appearance Models for Segmentation,’’ In Proc. of the 7th Annual International Conf. on Medical Image Computing & Computer Assisted Intervention, MICCAI’04, Vol. I, pp. 60-69, LNCS-3216, 2004.

 

X. Huang, Y. Sun, D. Metaxas, F. Sauer, and C. Xu, “Hybrid Image Registration based on Configural Matching of Scale-Invariant Salient Region Features,”  In Second IEEE Workshop on Image and Video Registration, IVR’04, in conjunction with CVPR’04, Washington D.C., July, 2004.

 

X. Huang, S. Zhang, Y. Wang, D. Metaxas, and D. Samaras, “A Hierarchical Framework for High Resolution Facial Expression Tracking,”  In Third IEEE Workshop on Articulated and Nonrigid Motion, ANM’04, in conjunction with CVPR’04, Washington D.C., June, 2004.

 

X. Huang, N. Paragios, and D. Metaxas, “Establishing Local Correspondences towards Compact Representations of Anatomical Structures,’’  In Proc. of  the 6th Annual International Conf. on Medical Image Computing & Computer Assisted Intervention, MICCAI’03, pp. 926-934, LNCS-2879, Montreal, Canada, November, 2003.

 

M. Singh, and X. Huang, “Computing Layered Surface Representations: An Algorithm for Detecting and Separating Transparent Overlays,”  In Proc. of the IEEE Computer Society Conf. on Computer Vision and Pattern Recognition, CVPR’03, Vol. II, pp. 11-18, Madison, WI, June, 2003.

 

C. Xu, X. Huang, A. Krishnan, and S. Samant, “An Automated Image-based Method for Multi-Leaf Collimator Positioning Verification in Intensity Modulated Radiation Therapy,”  In International Conf. on Diagnostic Imaging and Analysis, ICDIA’02, Shanghai, China, August, 2002.

 

Other Conference/Workshop Papers

 

X. Huang, W. Wang, Z. Xue, S. Antani, L. R. Long, J. Jeronimo, “Tissue Classification using Cluster Features for Lesion Detection in Digital Cervigrams,”  In Proc. Of SPIE, Medical Imaging: Image Processing, 2008.

 

W. Qu, X. Huang, Y. Jia, “Segmentation in Noisy Medical Images Using PCA Model based Particle Filtering,” In Proc. Of SPIE, Medical Imaging: Image Processing, 2008.

 

Y. Song, X. Huang, B. Mueller, B. Mychalczak, “Phase Impact Factor: A Novel Parameter for Determining Optimal CT Phase in 4D Radiation Therapy Treatment Planning for Mobile Lung Cancer,” In Proc. Of SPIE, Medical Imaging: Visualization, Image-guided Procedures, and Modeling, 2008.

 

V. Potesil, X. Huang, X. Zhou, “Automated tumor delineation using joint PET/CT information,” In Proc. Of SPIE, Medical Imaging: Computer-aided Diagnosis, Vol. 6514, 2007.

 

X. Huang, X. Zhou, A. Krishnan, ``The efficacy of computer detection of kidney in PET/CT images and kidney SUV statistics in PET images,'' Abstract in Radiological Society of North America Scientific Assembly and Annual Meeting, RSNA'06.

 

X. Huang, D. Metaxas, L. G. Menon, P. Mayer-Kuckuk, J. R. Bertino, and D. Banerjee, “Recovering 3D Tumor Locations from 2D Bioluminescence Images and Registration with CT Images,” In Proc. of the Conf. on Multimodal Biomedical Imaging, Biomedical Optics, Vol. 6081, 2006.

 

Z. Qian, X. Huang, D. Metaxas, and L. Axel, “Robust Segmentation of 4D Cardiac MRI-tagged Images via Spatio-temporal Propagation,” In Proc. Of SPIE, Medical Imaging: Physiology, Function and Structure from Medical Images, Vol. 5746, pp. 580-591, 2005.

 

D. Metaxas, T. Chen, X. Huang, and L. Axel, “Cardiac Segmentation from MRI-Tagged and CT Images,”  In Proc. of the 8th WSEAS International Conf. on Computers, special session on Imaging and Image Processing of Dynamic Processes in biology and medicine, also in WSEAS Transactions on Computers, July, 2004.

 

Ph.D. Dissertation 

 

X. Huang, “Shape and Appearance Information Integration in Medical Image Analysis and Computer Vision,” Division of Computer and Information Sciences, Rutgers University, New Brunswick, May 2006.  Ph.D. Adviser: Prof. Dimitris Metaxas.

 

Technical Reports

 

X. Huang, and D. Metaxas, “Matching and Recognition of Shapes using Chord-based Point Density Graphs,” Technical Report DCS-TR-566, Division of Computer and Information Sciences, Rutgers University, New Brunswick, 2002.