Thanh Minh Nguyen

Publication Activity (10 Years)

Years Active: 2008-2021
Publications (10 Years): 11

Top Topics

Fuzzy Clustering

Variational Bayes

Image Segmentation

Top Venues

IET Image Process.

Publications

Thanh Minh Nguyen, Jacob John Jeevan, Nuo Xu, Jake Y. Chen
Polar Gini Curve: A Technique to Discover Gene Expression Spatial Patterns from Single-cell RNA-seq Data. Genom. Proteom. Bioinform. 19 (3) (2021)
Thanh Minh Nguyen, Q. M. Jonathan Wu
Multi-view dynamic texture learning. WACV (2016)
Thanh Minh Nguyen, Q. M. Jonathan Wu
Multiple Kernel Point Set Registration. IEEE Trans. Medical Imaging 35 (6) (2016)
Thanh Minh Nguyen, Q. M. Jonathan Wu
Online Feature Selection Based on Fuzzy Clustering and Its Applications. IEEE Trans. Fuzzy Syst. 24 (6) (2016)
Thanh Minh Nguyen, Qingming Jonathan Wu
A Consensus Model for Motion Segmentation in Dynamic Scenes. IEEE Trans. Circuits Syst. Video Technol. 26 (12) (2016)
Thanh Minh Nguyen, Q. M. Jonathan Wu
A non-parametric Bayesian model for bounded data. Pattern Recognit. 48 (6) (2015)
Hui Zhang, Tian Wen, Yuhui Zheng, Danhua Xu, Dingcheng Wang, Thanh Minh Nguyen, Q. M. Jonathan Wu
Two Fast and Robust Modified Gaussian Mixture Models Incorporating Local Spatial Information for Image Segmentation. J. Signal Process. Syst. 81 (1) (2015)
Thanh Minh Nguyen, Q. M. Jonathan Wu, Dibyendu Mukherjee
An Online Unsupervised Feature Selection and its Application for Background Suppression. CRV (2015)
Thanh Minh Nguyen, Q. M. Jonathan Wu, Dibyendu Mukherjee
Feature Ranking in Dynamic Texture Clustering. CRV (2015)
Thanh Minh Nguyen, Q. M. Jonathan Wu, Hui Zhang
Asymmetric Mixture Model With Simultaneous Feature Selection and Model Detection. IEEE Trans. Neural Networks Learn. Syst. 26 (2) (2015)
Thanh Minh Nguyen, Q. M. Jonathan Wu, Dibyendu Mukherjee
An Online Adaptive Fuzzy Clustering and Its Application for Background Suppression. ICVS (2015)
Thanh Minh Nguyen, Qingming Jonathan Wu
An Unsupervised Feature Selection Dynamic Mixture Model for Motion Segmentation. IEEE Trans. Image Process. 23 (3) (2014)
Dibyendu Mukherjee, Q. M. Jonathan Wu, Thanh Minh Nguyen
Gaussian Mixture Model With Advanced Distance Measure Based on Support Weights and Histogram of Gradients for Background Suppression. IEEE Trans. Ind. Informatics 10 (2) (2014)
Hui Zhang, Q. M. Jonathan Wu, Yuhui Zheng, Thanh Minh Nguyen, Dingcheng Wang
Effective fuzzy clustering algorithm with Bayesian model and mean template for image segmentation. IET Image Process. 8 (10) (2014)
Thanh Minh Nguyen, Q. M. Jonathan Wu
Asymmetric mixture model with variational Bayesian learning. IJCNN (2014)
Thanh Minh Nguyen, Q. M. Jonathan Wu, Dibyendu Mukherjee, Hui Zhang
A Bayesian Bounded Asymmetric Mixture Model With Segmentation Application. IEEE J. Biomed. Health Informatics 18 (1) (2014)
Thanh Minh Nguyen, Q. M. Jonathan Wu, Hui Zhang
Bounded generalized Gaussian mixture model. Pattern Recognit. 47 (9) (2014)
Thanh Minh Nguyen, Q. M. Jonathan Wu
Bounded Asymmetrical Student's-t Mixture Model. IEEE Trans. Cybern. 44 (6) (2014)
Hui Zhang, Q. M. Jonathan Wu, Thanh Minh Nguyen, Xingming Sun
Synthetic Aperture Radar Image Segmentation by Modified Student's t-Mixture Model. IEEE Trans. Geosci. Remote. Sens. 52 (7) (2014)
Hui Zhang, Q. M. Jonathan Wu, Thanh Minh Nguyen
Image segmentation by dirichlet process mixture model with generalised mean. IET Image Process. 8 (2) (2014)
Thanh Minh Nguyen, Q. M. Jonathan Wu
A Dynamic Bayesian Framework for Motion Segmentation. CRV (2013)
Thanh Minh Nguyen, Q. M. Jonathan Wu
A Nonsymmetric Mixture Model for Unsupervised Image Segmentation. IEEE Trans. Cybern. 43 (2) (2013)
Thanh Minh Nguyen, Q. M. Jonathan Wu, Dibyendu Mukherjee, Hui Zhang
Bounded asymmetric mixture model for medical image segmentation. ICASSP (2013)
Hui Zhang, Q. M. Jonathan Wu, Thanh Minh Nguyen
Variational Bayes and Localized Feature Selection for Student's T-Mixture Models. Int. J. Pattern Recognit. Artif. Intell. 27 (6) (2013)
Hui Zhang, Q. M. Jonathan Wu, Thanh Minh Nguyen
Image segmentation by a robust generalized fuzzy c-means algorithm. ICIP (2013)
Thanh Minh Nguyen, Q. M. Jonathan Wu
Dynamic Fuzzy Clustering and Its Application in Motion Segmentation. IEEE Trans. Fuzzy Syst. 21 (6) (2013)
Thanh Minh Nguyen, Q. M. Jonathan Wu
Fast and Robust Spatially Constrained Gaussian Mixture Model for Image Segmentation. IEEE Trans. Circuits Syst. Video Technol. 23 (4) (2013)
Hui Zhang, Q. M. Jonathan Wu, Thanh Minh Nguyen
Image segmentation by a new weighted student's t-mixture model. IET Image Process. 7 (3) (2013)
Thanh Minh Nguyen, Q. M. Jonathan Wu
Multivariate Student's-t mixture model for bounded support data. ICASSP (2013)
Dibyendu Mukherjee, Q. M. Jonathan Wu, Thanh Minh Nguyen
Multiresolution Based Gaussian Mixture Model for Background Suppression. IEEE Trans. Image Process. 22 (12) (2013)
Hui Zhang, Q. M. Jonathan Wu, Thanh Minh Nguyen
Incorporating Mean Template Into Finite Mixture Model for Image Segmentation. IEEE Trans. Neural Networks Learn. Syst. 24 (2) (2013)
Thanh Minh Nguyen, Q. M. Jonathan Wu, Dibyendu Mukherjee, Hui Zhang
A finite mixture model for detail-preserving image segmentation. Signal Process. 93 (11) (2013)
Thanh Minh Nguyen, Q. M. Jonathan Wu, Dibyendu Mukherjee, Hui Zhang
A detail-preserving mixture model for image segmentation. ICASSP (2013)
Hui Zhang, Q. M. Jonathan Wu, Thanh Minh Nguyen
An effective fuzzy clustering algorithm for image segmentation. ICASSP (2013)
Hui Zhang, Qingming Jonathan Wu, Thanh Minh Nguyen
-hidden Markov model for pattern recognition and classification. IET Signal Process. 7 (3) (2013)
Hui Zhang, Q. M. Jonathan Wu, Thanh Minh Nguyen
Image segmentation by a robust Modified Gaussian Mixture Model. ICASSP (2013)
Thanh Minh Nguyen, Q. M. Jonathan Wu
A fuzzy logic model based Markov random field for medical image segmentation. Evol. Syst. 4 (3) (2013)
Hui Zhang, Q. M. Jonathan Wu, Thanh Minh Nguyen
A Robust Fuzzy Algorithm Based on Student's t-Distribution and Mean Template for Image Segmentation Application. IEEE Signal Process. Lett. 20 (2) (2013)
Thanh Minh Nguyen, Q. M. Jonathan Wu
A robust non-symmetric mixture models for image segmentation. ICIP (2012)
Hui Zhang, Q. M. Jonathan Wu, Thanh Minh Nguyen
Bayesian feature selection and model detection for student's t-mixture distributions. ICPR (2012)
Thanh Minh Nguyen, Q. M. Jonathan Wu
Gaussian-Mixture-Model-Based Spatial Neighborhood Relationships for Pixel Labeling Problem. IEEE Trans. Syst. Man Cybern. Part B 42 (1) (2012)
Thanh Minh Nguyen, Q. M. Jonathan Wu
Robust Student's-t Mixture Model With Spatial Constraints and Its Application in Medical Image Segmentation. IEEE Trans. Medical Imaging 31 (1) (2012)
Dibyendu Mukherjee, Q. M. Jonathan Wu, Thanh Minh Nguyen
Bilateral filter based mixture model for image segmentation. ICIP (2012)
Thanh Minh Nguyen, Q. M. Jonathan Wu
Dirichlet Gaussian mixture model: Application to image segmentation. Image Vis. Comput. 29 (12) (2011)
Jian Xiong, Thanh Minh Nguyen, Q. M. Jonathan Wu
FPGA Implementation of Blob Recognition. CRV (2011)
Thanh Minh Nguyen, Q. M. Jonathan Wu
A Fuzzy C-Means Based Spatial Pixel and Membership Relationships for Image Segmentation. CRV (2011)
Thanh Minh Nguyen, Q. M. Jonathan Wu, Siddhant Ahuja
An extension of the standard mixture model for image segmentation. IEEE Trans. Neural Networks 21 (8) (2010)
Thanh Minh Nguyen, Siddhant Ahuja, Q. M. Jonathan Wu
A Real-Time Ellipse Detection Based on Edge Grouping. SMC (2009)
Thanh Minh Nguyen, Q. M. Jonathan Wu
Maximum likelihood neural network based on the correlation among neighboring pixels for noisy image segmentation. ICIP (2008)
Thanh Minh Nguyen, Q. M. Jonathan Wu
A Combination of Positive and Negative Fuzzy Rules for Image Classification Problem. ICMLA (2008)