Research Output

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Conference article
2016

Computational approaches to study microbes and microbiomes

Greene, C. S., Foster, J. A., Stanton, B. A., Hogan, D. A. & Bromberg, Y., Jan 1 2016, In : Pacific Symposium on Biocomputing. p. 557-567 11 p.

Research output: Contribution to journalConference article

3 Scopus citations

Efficient k-support-norm regularized minimization via fully corrective Frank-Wolfe method

Liu, B., Yuan, X. T., Zhang, S., Liu, Q. & Metaxas, D. N., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 1760-1766 7 p.

Research output: Contribution to journalConference article

1 Scopus citations

Incorporating prototype theory in convolutional neural networks

Saleh, B., Elgammal, A. & Feldman, J., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 3446-3453 8 p.

Research output: Contribution to journalConference article

1 Scopus citations

Nonlinear hierarchical part-based regression for unconstrained face alignment

Yu, X., Lin, Z., Shaoting, Z. & Metaxas, D. N., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 2711-2717 7 p.

Research output: Contribution to journalConference article

1 Scopus citations

Visual tracking with reliable memories

Shu, W., Shaoting, Z., Liu, W. & Metaxas, D., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 3491-3497 7 p.

Research output: Contribution to journalConference article

7 Scopus citations
2015

Bodypart recognition using multi-stage deep learning

Yan, Z., Zhan, Y., Peng, Z., Liao, S., Shinagawa, Y., Metaxas, D. & Zhou, X. S., Jan 1 2015, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9123, p. 449-461 13 p.

Research output: Contribution to journalConference article

24 Scopus citations

Learning from data with heterogeneous noise using SGD

Song, S., Chaudhuri, K. & Sarwate, A. D., Jan 1 2015, In : Journal of Machine Learning Research. 38, p. 894-902 9 p.

Research output: Contribution to journalConference article

3 Scopus citations

Understanding the relationship between living-learning communities and self-efficacy of women in engineering

Zundl, E., Stiltz, L. & Buettner, H. M., Jan 1 2015, In : ASEE Annual Conference and Exposition, Conference Proceedings. 122nd ASEE Annual Conference and Exposition: Making Value for Society, 122nd ASEE Annual Conference and Exposition: Making Value for...

Research output: Contribution to journalConference article

2014

Low energy TEM characterizations of ordered mesoporous silica-based nanocomposite materials for catalytic applications

Al-Sharab, J. F., Mikmeková, E., Das, S., Goswami, A., El-Sheikh, S. M., Ismail, A. A., Hesari, M., Maran, F. & Asefa, T., Aug 1 2014, In : Microscopy and Microanalysis. 20, 3, p. 1900-1901 2 p.

Research output: Contribution to journalConference article

1 Scopus citations

Mode estimation for high dimensional discrete tree graphical models

Chen, C., Liu, H., Metaxas, D. N. & Zhao, T., Jan 1 2014, In : Advances in Neural Information Processing Systems. 2, January, p. 1323-1331 9 p.

Research output: Contribution to journalConference article

9 Scopus citations

Seeing is worse than believing: Reading people's minds better than computer-vision methods recognize actions

Barbu, A., Barrett, D. P., Chen, W., Siddharth, N., Xiong, C., Corso, J. J., Fellbaum, C. D., Hanson, C., Hanson, S. J., Hélie, S., Malaia, E., Pearlmutter, B. A., Siskind, J. M., Talavage, T. M. & Wilbur, R. B., Jan 1 2014, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8693 LNCS, PART 5, p. 612-627 16 p.

Research output: Contribution to journalConference article

4 Scopus citations
2013

Computing the M most probable modes of a graphical model

Chen, C., Kolmogorov, V., Zhu, Y., Metaxas, D. & Lampert, C. H., Jan 1 2013, In : Journal of Machine Learning Research. 31, p. 161-169 9 p.

Research output: Contribution to journalConference article

8 Scopus citations

Designing nanostructured hybrid inorganic-biological materials via the self-assembly

Koufos, E. & Dutt, M., Jan 1 2013, In : Materials Research Society Symposium Proceedings. 1569

Research output: Contribution to journalConference article

4 Scopus citations

Handling noise in single image deblurring using directional filters

Zhong, L., Cho, S., Metaxas, D., Paris, S. & Wang, J., Nov 15 2013, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 612-619 8 p., 6618929.

Research output: Contribution to journalConference article

134 Scopus citations
2011

Bioinspired catalysts: Spinel composite electrodes for water oxidation and CO 2 reduction

Gardner, G. C., Robinson, D. M., Cady, C. C., Go, Y. B. C., Lobaccaro, P., Maron, Z. C., Biradar, A. V., Greenblatt, M., Dismukes, G. & Asefa, T., Dec 1 2011, In : ACS National Meeting Book of Abstracts.

Research output: Contribution to journalConference article

Deformable segmentation via sparse shape representation

Zhang, S., Zhan, Y., Dewan, M., Huang, J., Metaxas, D. N. & Zhou, X. S., Oct 11 2011, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6892 LNCS, PART 2, p. 451-458 8 p.

Research output: Contribution to journalConference article

36 Scopus citations
2009

How well do line drawings depict shape?

Cole, F., Sanik, K., Decarlo, D., Finkelstein, A., Funkhouser, T., Rusinkiewicz, S. & Singh, M., Jul 27 2009, In : ACM Transactions on Graphics. 28, 3, 28.

Research output: Contribution to journalConference article

131 Scopus citations
2005

An approach for intent identification by building on deception detection

Burgoon, J., Adkins, M., Kruse, J., Jensen, M. L., Meservy, T., Twitchell, D. P., Deokar, A., Nunamaker, J. F., Lu, S., Tsechpenakis, G., Metaxas, D. N. & Younger, R. E., Nov 10 2005, In : Proceedings of the Annual Hawaii International Conference on System Sciences. 1 p.

Research output: Contribution to journalConference article

21 Scopus citations

Blob analysis of the head and hands: A method for deception detection

Lu, S., Tsechpenakis, G., Metaxas, D. N., Jensen, M. L. & Kruse, J., Nov 10 2005, In : Proceedings of the Annual Hawaii International Conference on System Sciences. 1 p.

Research output: Contribution to journalConference article

39 Scopus citations

Celestial illusions and ancient astronomers Aristarchus and Eratosthenes

Papathomas, T., Jul 20 2005, In : Proceedings of SPIE - The International Society for Optical Engineering. 5666, p. 4-8 5 p., 02.

Research output: Contribution to journalConference article

1 Scopus citations

Computational modeling and simulation of heart ventricular mechanics from tagged MRI

Hu, Z., Metaxas, D. & Axel, L., Sep 27 2005, In : Lecture Notes in Computer Science. 3504, p. 369-383 15 p.

Research output: Contribution to journalConference article

2 Scopus citations

Computational modeling and simulation of heart ventricular mechanics with tagged MRI

Hu, Z., Metaxas, D. & Axel, L., Dec 1 2005, In : ACM Symposium on Solid Modeling and Applications, SM. p. 79-88 10 p.

Research output: Contribution to journalConference article

4 Scopus citations

Dynamic data driven coupling of continuous and discrete methods for 3D tracking

Metaxas, D. & Tsechpenakis, G., Sep 30 2005, In : Lecture Notes in Computer Science. 3515, II, p. 712-720 9 p.

Research output: Contribution to journalConference article

3 Scopus citations

Influence of a neutralizing polymer on cationic lipid mediated delivery of antisense oligonucleotides

Lee, L. K., Williams, C. L. & Roth, C. M., Dec 12 2005, In : Bioengineering, Proceedings of the Northeast Conference. p. 189-190 2 p., 9.P2.6.

Research output: Contribution to journalConference article

In-vivo motion analysis of bi-ventricular hearts from tagged MR images

Park, K., Axel, L. & Metaxas, D. N., Aug 25 2005, In : Progress in Biomedical Optics and Imaging - Proceedings of SPIE. 5746, I, p. 184-191 8 p., 23.

Research output: Contribution to journalConference article

1 Scopus citations

Modification of saccades through light stimulation

Chua, F. B., Alvarez, T. L., Beck, K., Daftari, A. P., Demarco, R. M., Bergen, M. T. & Servatius, R. J., Dec 12 2005, In : Bioengineering, Proceedings of the Northeast Conference. p. 32-33 2 p., 1.P1.4.

Research output: Contribution to journalConference article

Quantitative analysis of packed and compacted granular system by X-ray microtomography

Fu, X., Milroy, G. E., Dutt, M., Bentham, A. C., Hancock, B. C. & Elliott, J. A., Aug 25 2005, In : Progress in Biomedical Optics and Imaging - Proceedings of SPIE. 5747, III, p. 1955-1964 10 p., 226.

Research output: Contribution to journalConference article

6 Scopus citations

Quantitative models of visual-auditory interactions

Hong, J., Papathomas, T. & Vidnyanszky, Z., Dec 12 2005, In : Bioengineering, Proceedings of the Northeast Conference. p. 11-12 2 p., 1.2.2.

Research output: Contribution to journalConference article

Robust segmentation of 4D cardiac MRI-tagged images via spatio-temporal propagation

Qian, Z., Huang, X., Metaxas, D. & Axel, L., Aug 25 2005, In : Progress in Biomedical Optics and Imaging - Proceedings of SPIE. 5746, II, p. 580-591 12 p., 68.

Research output: Contribution to journalConference article

16 Scopus citations

Top-down processes in perceiving false depth and motion for faces and scenes

Papathomas, T. V. & Bono, L., Jul 20 2005, In : Proceedings of SPIE - The International Society for Optical Engineering. 5666, p. 49-52 4 p., 08.

Research output: Contribution to journalConference article

2004

3D cardiac anatomy reconstruction using high resolution CT data

Chen, T., Metaxas, D. & Axel, L., Dec 1 2004, In : Lecture Notes in Computer Science. 3216, PART 1, p. 411-418 8 p.

Research output: Contribution to journalConference article

21 Scopus citations

3D facial tracking from corrupted movie sequences

Goldenstein, S., Vogler, C. & Metaxas, D., Oct 19 2004, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 1, p. I880-I885

Research output: Contribution to journalConference article

12 Scopus citations
55 Scopus citations

A hierarchical framework for high resolution facial expression tracking

Huang, X., Zhang, S., Wang, Y., Metaxas, D. & Samaras, D., Jan 1 2004, In : IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. 2004-January, January, 1384811.

Research output: Contribution to journalConference article

26 Scopus citations

A parametric study on material properties of cortical shell and trabecular core in an osteoporotic, lumbar vertebral bone model

Sindall, D. R., Langrana, N. A. & Cuitino, A., Jan 1 2004, In : Advances in Bioengineering, BED. p. 287-288 2 p., IMECE2004-60689.

Research output: Contribution to journalConference article

Effects of endplate curvature on stresses in a vertebral motion segment: Finite element analysis

Kale, S. P., Langrana, N. A. & Edwards, T., Jan 1 2004, In : Advances in Bioengineering, BED. p. 285-286 2 p., IMECE2004-60429.

Research output: Contribution to journalConference article

Extracting tissue deformation using Gabor filter banks

Montillo, A., Metaxas, D. & Axel, L., Jul 5 2004, In : Proceedings of SPIE - The International Society for Optical Engineering. 5369, p. 1-9 9 p.

Research output: Contribution to journalConference article

18 Scopus citations

Human gait recognition

Zhang, R., Vogler, C. & Metaxas, D., Jan 1 2004, In : IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. 2004-January, January, 1384807.

Research output: Contribution to journalConference article

79 Scopus citations

Hybrid image registration based on configural matching of scale-invariant salient region features

Huang, X., Sun, Y., Metaxas, D., Sauer, F. & Xu, C., Jan 1 2004, In : IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. 2004-January, January, 1384966.

Research output: Contribution to journalConference article

45 Scopus citations

Learning coupled prior shape and appearance models for segmentation

Huang, X., Li, Z. & Metaxas, D., Dec 1 2004, In : Lecture Notes in Computer Science. 3216, PART 1, p. 60-69 10 p.

Research output: Contribution to journalConference article

21 Scopus citations

MetaMorphs: Deformable shape and texture models

Huang, X., Metaxas, D. & Chen, T., Oct 19 2004, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 1, p. I496-I503

Research output: Contribution to journalConference article

70 Scopus citations

Modulating stiffness in DNA-crosslinked polyacrylamide gels

Lin, D. C., Langrana, N. A. & Yurke, B., Jan 1 2004, In : Advances in Bioengineering, BED. p. 219-220 2 p., IMECE2004-59615.

Research output: Contribution to journalConference article

Molecular modeling as a visualization tool in design of DNA crosslinked polyacrylamide

Rafaels, K., Kerrigan, J., Langrana, N. & Lin, D., Jan 1 2004, In : Advances in Bioengineering, BED. p. 261-262 2 p., IMECE2004-59930.

Research output: Contribution to journalConference article

Outlier rejection in deformable model tracking

Goldenstein, S., Vogler, C., Stolfi, J., Pavlovic, V. & Metaxas, D., Jan 1 2004, In : IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. 2004-January, January, 1384808.

Research output: Contribution to journalConference article

2 Scopus citations

Pulmonary micronodule detection from 3D chest CT

Chang, S., Emoto, H., Metaxas, D. N. & Axel, L., Dec 1 2004, In : Lecture Notes in Computer Science. 3217, 1 PART 2, p. 821-828 8 p.

Research output: Contribution to journalConference article

26 Scopus citations
2003

A study on human, chimpanzee and canine lumbar vertebral endplates

Kale, S. P., Langrana, N. A., Lee, C. K. & Kopacz, K. J., Jan 1 2003, In : American Society of Mechanical Engineers, Bioengineering Division (Publication) BED. 55, p. 391-392 2 p.

Research output: Contribution to journalConference article

14 Scopus citations

Establishing local correspondences towards compact representations of anatomical structures

Huang, X., Paragios, N. & Metaxas, D., Dec 1 2003, In : Lecture Notes in Computer Science. 2879, PART 2, p. 926-934 9 p.

Research output: Contribution to journalConference article

32 Scopus citations

Gibbs prior models, marching cubes, and deformable models: A hybrid framework for 3D medical image segmentation

Chen, T. & Metaxas, D., Jan 1 2003, In : Lecture Notes in Computer Science. 2879, PART 2, p. 703-710 8 p.

Research output: Contribution to journalConference article

Open Access
18 Scopus citations