Publications | Hien Van Nguyen

This list is not up-to-date. Please refer to my Google Scholar for the complete list of publications.

Journals

H. V. Nguyen, T. H. Ho, V. M. Patel, R. Chellappa. "DASH-N: Joint Hierarchical Domain Adaptation and Feature Learning." In IEEE Transactions on Image Processing (TIP), vol. 24, no. 12, pp.5479-5491, Dec. 2015 doi: 10.1109/TIP.2015.2479405
S. Shekhar, V. M. Patel, H. V. Nguyen, R. Chellappa. "Coupled Projections for Adaptation of Dictionaries." in IEEE Transactions on Image Processing, vol.24, no.10, pp.2941-2954, Oct. 2015 doi: 10.1109/TIP.2015.2431440
V. M. Patel, H. V. Nguyen, R. Vidal. "Latent Space Sparse and Low-Rank Subspace Clustering." In IEEE Journal of Selected Topics in Signal Processing, vol.9, no.4, pp.691-701, June 2015 doi: 10.1109/JSTSP.2015.2402643
H. V. Nguyen, V. M. Patel, N. M. Nasrabadi, R. Chellappa. "Design of Non-Linear Kernel Dictionaries for Object Recognition." in IEEE Transactions on Image Processing, vol.22, no.12, pp.5123-5135, Dec. 2013 doi: 10.1109/TIP.2013.2282078
H. V. Nguyen; F. Porikli. "Support Vector Shape: A Classifier-Based Shape Representation." In IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.35, no.4, pp.970-982, April 2013 doi: 10.1109/TPAMI.2012.186
Z. Lian, A. Godil, B. Bustos, M. Daoudi, J. Hermans, S. Kawamura, Y. Kurita, G. Lavoue, H. V. Nguyen, R. Ohbuchi, and Y. Ohkita. "A Comparison of Methods for Non-Rigid 3D Shape Retrieval." Pattern Recognition, 2013, 46(1), pp.449-461.
A.K.M. Hossain, Y. Jin; W. S. Soh; H. V. Nguyen. "SSD: A Robust RF Location Fingerprint Addressing Mobile Devices’ Heterogeneity." In IEEE Transactions on Mobile Computing, vol.12, no.1, pp.65-77, Jan. 2013 doi: 10.1109/TMC.2011.243
A.K.M. Hossain, H. V. Nguyen, and W. S. Soh. "Utilization of User Feedback in Indoor Positioning System." Pervasive and Mobile Computing 6, no. 4 (2010): 467-481.

Conference/Workshop Papers

R. Vemulapalli, H. V. Nguyen, and S. K. Zhou. "Unsupervised Cross-Modal Synthesis of Subject-Specific Scans". In Proceedings of the IEEE International Conference on Computer Vision, pp. 630-638. 2015.

H. V. Nguyen, and V. M. Patel. "Max residual classifier". In 2014 IEEE Winter Conference on Applications of Computer Vision (WACV), pp. 580-587. IEEE, 2014.

H. V. Nguyen, K. S. Zhou, and R. Vemulapalli. "Cross-Domain Synthesis of Medical Images Using Efficient Location-Sensitive Deep Network". Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015. Springer International Publishing, 2015. 677-684.

Y. Zheng, D. Liu, B. Georgescu, H. V. Nguyen, and D. Comaniciu. "3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric Data". In Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015, pp. 565-572. Springer International Publishing, 2015.

V. M. Patel, H. V. Nguyen, R. Vidal. "Latent Space Sparse Subspace Clustering". In 2013 IEEE International Conference on Computer Vision (ICCV), pp.225-232, 1-8 Dec. 2013 doi: 10.1109/ICCV.2013.35

S. Shekhar, V. M. Patel, H. V. Nguyen, R. Chellappa. "Generalized Domain-Adaptive Dictionaries". In 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp.361-368, 23-28 June 2013 doi: 10.1109/CVPR.2013.53

A. Shrivastava, H. V. Nguyen, V. M. Patel, and R. Chellappa. "Design of non-linear disriminative dictionaries for image classification". In Asian Conference of Computer Vision, 2012, pp. 660-674. Springer Berlin Heidelberg, 2013.

H. V. Nguyen, V. M. Patel, N. M. Nasrabadi, R. Chellappa. "Kernel dictionary learning". In 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.2021-2024, 25-30 March 2012 doi: 10.1109/ICASSP.2012.6288305

H. V. Nguyen, F. Porikli. "Concentric ring signature descriptor for 3D objects". In 2011 18th IEEE International Conference on Image Processing (ICIP), pp.2893-2896, 11-14 September 2011 doi: 10.1109/ICIP.2011.6116153

Z. Lian, A. Godil, B. Bustos, M. Daoudi, J. Hermans, S. Kawamura, Y. Kurita, G. Lavoue, H. V. Nguyen, R. Ohbuchi, and Y. Ohkita. "SHREC’11 Track: Shape Retrieval on Non-rigid 3D Watertight Meshes". Eurographics Workshop on 3D Object Retrieval, pp.79-88, April 2011, doi: 10.2312/3DOR/3DOR11/079-088

S. Vyas, H. V. Nguyen, P. Burlina, A. Banerjee, L. Garza, and R. Chellappa. "Computational modeling of skin reflectance spectra for biological parameter estimation through machine learning". In SPIE Defense, Security, and Sensing, pp. 83901B-83901B. International Society for Optics and Photonics, 2012.

H. V. Nguyen, A. Banerjee, R. Chellappa. "Tracking via object reflectance using a hyperspectral video camera". In 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, pp.44-51, 13-18 June 2010 doi: 10.1109/CVPRW.2010.5543780

A.K.M. Hossain, H. V. Nguyen, W. S. Soh. "Fingerprint-Based Location Estimation with Virtual Access Points". In Proceedings of 17th International Conference on Computer Communications and Networks, pp.1-6, 3-7 Aug. 2008 doi:10.1109/ICCCN.2008.ECP.99

Book Chapters:

R. Vemulapalli, H. V. Nguyen, and S. Kevin Zhou. "Deep Networks and Mutual Information Maximization for Cross-Modal Medical Image Synthesis." In Deep Learning for Medical Image Analysis, pp. 381-403. 2017.
Y. Zheng, David Liu, Bogdan Georgescu, Hien Nguyen, and Dorin Comaniciu. "Robust Landmark Detection in Volumetric Data with Efficient 3D Deep Learning." In Deep Learning and Convolutional Neural Networks for Medical Image Computing, pp. 49-61. Springer, Cham, 2017.
H. V. Nguyen, Amit Banerjee, Philippe Burlina, Joshua Broadwater, and Rama Chellappa. "Tracking and Identification via Object Reflectance Using a Hyperspectral Video Camera." In Machine Vision Beyond Visible Spectrum, pp. 201-219. Springer Berlin Heidelberg, 2011. Harvard

Patents/Patent Applications

Georgescu, Bogdan, Yefeng Zheng, Hien Van Nguyen, Vivek Kumar Singh, Dorin Comaniciu, and David Liu. "Method and system for anatomical object detection using marginal space deep neural networks." U.S. Patent 9,668,699, issued June 6, 2017.
Hien Van Nguyen, and Shaohua Kevin Zhou. "Method and system for medical image synthesis across image domain or modality using iterative sparse representation propagation." U.S. Patent 9,595,120, issued March 14, 2017.
David Liu, Nathan Lay, Shaohua Kevin Zhou, Jan Kretschmer, Hien Van Nguyen, Vivek Kumar Singh, Yefeng Zheng, Bogdan Georgescu, and Dorin Comaniciu. "Method and system for approximating deep neural networks for anatomical object detection." U.S. Patent 9,633,306, issued April 25, 2017.
Puneet Sharma, Ali Kamen, Bogdan Georgescu, Frank Sauer, Dorin Comaniciu, Yefeng Zheng, Hien Van Nguyen, and Vivek Kumar Singh. "Method and system for machine learning based assessment of fractional flow reserve." U.S. Patent 9,538,925, issued January 10, 2017.
Raviteja Vemulapalli, Hien Van Nguyen, and Shaohua Kevin Zhou. "Method and system for unsupervised cross-modal medical image synthesis." U.S. Patent 9,582,916, issued February 28, 2017.
Hien Van Nguyen, and Shaohua Kevin Zhou. "Method and system for cross-domain synthesis of medical images using contextual deep network." U.S. Patent Application 15/003,119, filed January 21, 2016.
Dorin Comaniciu, Bogdan Georgescu, David Liu, Hien Van Nguyen, Yefeng Zheng. "3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric Data." U.S. Patent Application 62/121,527, filed February 27, 2015.
Hien Van Nguyen, Vivek Kumar Singh, Yefeng Zheng, Bogdan Georgescu, Dorin Comaniciu, and Shaohua Kevin Zhou. "Multi-layer aggregation for object detection." U.S. Patent Application 14/457,381, filed August 12, 2014.
Fatih Porikli, and Hien Van Nguyen. "Representing object shapes using radial basis function support vector machine classification." U.S. Patent 8,718,380, issued May 6, 2014. Harvard
Fatih Porikli, and Hien Van Nguyen. "Method for representing objects with concentric ring signature descriptors for detecting 3D objects in range images." U.S. Patent 8,274,508, issued September 25, 2012.

This list is not up-to-date. Please refer to my Google Scholar for the complete list of publications.

Journals

Conference/Workshop Papers

​

R. Vemulapalli, H. V. Nguyen, and S. K. Zhou. "Unsupervised Cross-Modal Synthesis of Subject-Specific Scans". In Proceedings of the IEEE International Conference on Computer Vision, pp. 630-638. 2015.

H. V. Nguyen, and V. M. Patel. "Max residual classifier". In 2014 IEEE Winter Conference on Applications of Computer Vision (WACV), pp. 580-587. IEEE, 2014.

H. V. Nguyen, K. S. Zhou, and R. Vemulapalli. "Cross-Domain Synthesis of Medical Images Using Efficient Location-Sensitive Deep Network". Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015. Springer International Publishing, 2015. 677-684.

Y. Zheng, D. Liu, B. Georgescu, H. V. Nguyen, and D. Comaniciu. "3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric Data". In Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015, pp. 565-572. Springer International Publishing, 2015.

V. M. Patel, H. V. Nguyen, R. Vidal. "Latent Space Sparse Subspace Clustering". In 2013 IEEE International Conference on Computer Vision (ICCV), pp.225-232, 1-8 Dec. 2013 doi: 10.1109/ICCV.2013.35

S. Shekhar, V. M. Patel, H. V. Nguyen, R. Chellappa. "Generalized Domain-Adaptive Dictionaries". In 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp.361-368, 23-28 June 2013 doi: 10.1109/CVPR.2013.53

A. Shrivastava, H. V. Nguyen, V. M. Patel, and R. Chellappa. "Design of non-linear disriminative dictionaries for image classification". In Asian Conference of Computer Vision, 2012, pp. 660-674. Springer Berlin Heidelberg, 2013.

H. V. Nguyen, V. M. Patel, N. M. Nasrabadi, R. Chellappa. "Kernel dictionary learning". In 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.2021-2024, 25-30 March 2012 doi: 10.1109/ICASSP.2012.6288305

H. V. Nguyen, F. Porikli. "Concentric ring signature descriptor for 3D objects". In 2011 18th IEEE International Conference on Image Processing (ICIP), pp.2893-2896, 11-14 September 2011 doi: 10.1109/ICIP.2011.6116153

H. V. Nguyen, A. Banerjee, R. Chellappa. "Tracking via object reflectance using a hyperspectral video camera". In 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, pp.44-51, 13-18 June 2010 doi: 10.1109/CVPRW.2010.5543780

A.K.M. Hossain, H. V. Nguyen, W. S. Soh. "Fingerprint-Based Location Estimation with Virtual Access Points". In Proceedings of 17th International Conference on Computer Communications and Networks, pp.1-6, 3-7 Aug. 2008 doi:10.1109/ICCCN.2008.ECP.99

Book Chapters:

R. Vemulapalli, H. V. Nguyen, and S. Kevin Zhou. "Deep Networks and Mutual Information Maximization for Cross-Modal Medical Image Synthesis." In Deep Learning for Medical Image Analysis, pp. 381-403. 2017.

Y. Zheng, David Liu, Bogdan Georgescu, Hien Nguyen, and Dorin Comaniciu. "Robust Landmark Detection in Volumetric Data with Efficient 3D Deep Learning." In Deep Learning and Convolutional Neural Networks for Medical Image Computing, pp. 49-61. Springer, Cham, 2017.

H. V. Nguyen, Amit Banerjee, Philippe Burlina, Joshua Broadwater, and Rama Chellappa. "Tracking and Identification via Object Reflectance Using a Hyperspectral Video Camera." In Machine Vision Beyond Visible Spectrum, pp. 201-219. Springer Berlin Heidelberg, 2011. Harvard

Patents/Patent Applications

​

Georgescu, Bogdan, Yefeng Zheng, Hien Van Nguyen, Vivek Kumar Singh, Dorin Comaniciu, and David Liu. "Method and system for anatomical object detection using marginal space deep neural networks." U.S. Patent 9,668,699, issued June 6, 2017.

Hien Van Nguyen, and Shaohua Kevin Zhou. "Method and system for medical image synthesis across image domain or modality using iterative sparse representation propagation." U.S. Patent 9,595,120, issued March 14, 2017.

David Liu, Nathan Lay, Shaohua Kevin Zhou, Jan Kretschmer, Hien Van Nguyen, Vivek Kumar Singh, Yefeng Zheng, Bogdan Georgescu, and Dorin Comaniciu. "Method and system for approximating deep neural networks for anatomical object detection." U.S. Patent 9,633,306, issued April 25, 2017.

Puneet Sharma, Ali Kamen, Bogdan Georgescu, Frank Sauer, Dorin Comaniciu, Yefeng Zheng, Hien Van Nguyen, and Vivek Kumar Singh. "Method and system for machine learning based assessment of fractional flow reserve." U.S. Patent 9,538,925, issued January 10, 2017.

Raviteja Vemulapalli, Hien Van Nguyen, and Shaohua Kevin Zhou. "Method and system for unsupervised cross-modal medical image synthesis." U.S. Patent 9,582,916, issued February 28, 2017.

Hien Van Nguyen, and Shaohua Kevin Zhou. "Method and system for cross-domain synthesis of medical images using contextual deep network." U.S. Patent Application 15/003,119, filed January 21, 2016.

Dorin Comaniciu, Bogdan Georgescu, David Liu, Hien Van Nguyen, Yefeng Zheng. "3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric Data." U.S. Patent Application 62/121,527, filed February 27, 2015.

Hien Van Nguyen, Vivek Kumar Singh, Yefeng Zheng, Bogdan Georgescu, Dorin Comaniciu, and Shaohua Kevin Zhou. "Multi-layer aggregation for object detection." U.S. Patent Application 14/457,381, filed August 12, 2014.

Fatih Porikli, and Hien Van Nguyen. "Representing object shapes using radial basis function support vector machine classification." U.S. Patent 8,718,380, issued May 6, 2014. Harvard

Fatih Porikli, and Hien Van Nguyen. "Method for representing objects with concentric ring signature descriptors for detecting 3D objects in range images." U.S. Patent 8,274,508, issued September 25, 2012.