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International Journals

  1. T. Hoang Ngan Le, Chi Nhan Duong, Ligong Han, Khoa Luu, Kha Gia Quach, Marios Savvides, "Deep Contextual Recurrent Residual Networks for Scene Labeling" , Pattern Recognition ,Volume 80, August 2018, Pages 32-41 [PDF]

  2. T. Hoang Ngan Le, Kha Gia Quach, Khoa Luu, Chi Nhan Duong, Marios Savvides, "Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation", Transactions on Image Processing, Volume: 27 Issue: 5, Pages: 2393 - 2407 [PDF]

  3. T. Hoang Ngan Le, CC Zhu, Y. Zheng, K. Luu, and M. Savvides "DeepSafeDrive: A Grammar-aware Driver Parsing Approach to Driver Behavioral Situational Awareness (DB-SAW)" , Pattern Recognition , Volumn 66,  June 2017, Pages 229-238 [PDF]

  4. T. Hoang Ngan Le, K, Luu, K., CC Zhu and Savvides, M., " Semi Self-Training Beard/Moustache Detection and Segmentation Simultaneously," Image and Vision Computing, Volume 58, February 2017, Pages 214-223 [PDF]

  5. K. Luu, C. C. Zhu, C. Bhagavatula, T. Hoang Ngan Le and M. Savvides, "A Deep Learning Approach to Joint Face Detection and Segmentation," Special Issue, Advances in Face Detection and Facial Image Analysis, Springer, pp 1-12, 2016 [PDF]

  6. T. Hoang Ngan Le, and Savvides, M., "A Novel Shape Constrained Feature-based Active Contour (SC-FAC) Model for Lips/Mouth Segmentationin the Wild," Pattern Recognition, Vol. 54, June 2016, Pages 23–33 [PDF]

  7. T. Hoang Ngan Le, Seshadri, K, Luu, K., and Savvides, M., "A Facial Aging and Asymmetry Decomposition to Twins Identification," Pattern Recognition, Vol.48, Issue 12, Pages 3843–3856, 2015 [PDF]

  8. T. Hoang Ngan Le, Luu, K., and Savvides, M., "SparCLeS: Dynamic L1 Sparse Classifiers with Level Sets for Robust Beard/Moustache Detection and Segmentation," IEEE Trans. on Image Processing (TIP), Vol. 22, No. 8, pp. 3097-3107, Aug. 2013. [PDF]

  9. T. Hoang Ngan Le, Lin, C. C., Chang, C. C., and Le, H. B., “A high quality and small shadow size visual secret sharing scheme based on hybrid strategy for grayscale images,” Journal of Digital Signal Processing Vol. 21, Issue 6, pp. 734 - 745, 2011

  10. Chen, W. J., Chang, C. C., and T. Hoang Ngan Le, “High Payload Steganography Mechanism Using Hybrid Edge Detector”, Journal of Expert Systems with Application, Vol. 37, No. 4, pp. 3292-3301, April, 2010.

  11. Chang, C. C., Lee, J. S., T. Hoang Ngan Le, “Hybrid wet paper coding mechanism for steganography employing n-indicator and fuzzy edge detector,” Journal of Digital Signal Processing, Vol. 20, Issue 4, pp. 1286-1307, 2010.

  12. Chang, C. C., Lin, C. C., T. Hoang Ngan Le, and Le, H. B., “Sharing a Verifiable Secret Image Using Two Shadows,” Pattern Recognition, Vol. 42, Issue 1, pp. 3097-3114, May, 2009.  

  13. Chang, C. C., Lin, C. C., T. Hoang Ngan Le, and Le, H. B., “Self Verifying Visual Secret Sharing Using Error Diffusion and Interpolation Techniques,” IEEE Transactions on Information Forensics and Security, Vol. 4, Issue 4, pp. 790 – 801, Dec. 2009.

  14. Chang, C. C., Lin, C. C., T. Hoang Ngan Le, and Le, H. B., “A Probabilistic Visual Secret Sharing Scheme for Grayscale Images with Voting Strategy,” International Journal of Intelligent Information Technology Application (IJIITA), Vol. 1, No. 1, Jul. 2008, pp. 1-9.

 
International Conferences
  1. T. Hoang Ngan Le, Kha Gia Quach, ChenChen Zhu, Chi Nhan Duong, Khoa Luu, Marios Savvides, "Robust Hand Detection and Classification in Vehicles and in the Wild ", CVPRW 2017, pp. 1203--1210 [PDF]

  2. T. Hoang Ngan Le, Chenchen Zhu, Yutong Zheng, Khoa Luu, Marios Savvides, "Robust Hand Detection in Vehicles ", International Conference on Pattern Recognition (ICPR) December 4-8, 2016, pp.573-578 [PDF]

  3. Ligong Han, T. Hoang Ngan Le, Marios Savvides "An Automatic Cells Detection and Segmentation", SPIE Medical Imaging 2016 (accepted) [PDF]

  4. Y. Zheng, C. Zhu, K. Luu, T. Hoang Ngan Le, C. Bhagavatula and M. Savvides, "Towards a Deep Learning Framework for Unconstrained Face Detection," IEEE 8th Intl. Conference on Biometrics: Theory, Applications and Systems (BTAS), Buffalo, NY, Sep. 2016, pp. 1-8 [PDF]

  5. T. Hoang Ngan Le, Yutong Zheng*, Chenchen Zhu*, Khoa Luu, and Marios Savvides, “Multiple Scale Faster-RCNN Approach to Driver’s Cell-phone Usage and Hands on Steering Wheel Detection”, CVPRW 2016 (accepted) [PDF]

  6. T. Hoang Ngan Le, CC Zhu, Y. Zheng, K. Luu, and M. Savvides "DeepSafeDrive: A Grammar-aware Driver Parsing Approach to Driver Behavioral Situational Awareness (DB-SAW)" , CVPRW 2016 (accepted) [PDF]

  7. Chenchen Zhu*, Yutong Zheng*, Khoa Luu, T. Hoang Ngan Le, Chandrasekhar Bhagavatula, and Marios Savvides, “Weakly Supervised Facial Analysis with Dense Hyper-column Features”, CVPRW2016 (accepted) [PDF]

  8. ChenChen Zhu, Yutong Zheng, Khoa Luu, T. Hoang Ngan Le, Marios Savvides“Weakly Supervised Facial Analysis with Dense Hyper-column Features”, Biometrics Workshop, CVPRW, Las Vegas, July, 2016 (accepted) [PDF]

  9. T. Hoang Ngan Le, Seshadri, K, Luu, K., and Savvides, M., " A Facial Aging and Asymmetry Decomposition to Twins Identification," Conference on Computer Vision & Pattern Recognition (CVPR) workshop, Boston USA 2015 [PDF]

  10. T. Hoang Ngan Le, Khoa Luu., and Savvides, M., "Fast and Robust Self-Training Beard/Moustache Detection and Segmentation," International Conference on Biometrics (ICB), pp. 1-8, Phuket, Thailand 2015 [PDF]

  11. Faten M’hiri, T. Hoang Ngan Le, , Luc Duong, Christian Desrosiers, Mohamed Cheriet, “Hierarchical Segmentation and Tracking of Coronary Arteries in 2d x-ray Angiography Sequences”, International Conference on Image Processing (ICIP), pp. 1707 - 1711, Quebec, Canada, 2015 [PDF]

  12. Karanhaar Singh , Khoa Luu , T. Hoang Ngan Le, Marios Savvides , A Robust Contour Sampling and Tensor-Based Approach To Facial Beard And Mustache Shape Segmentation And Matching , International Conference on Image Processing (ICIP), pp. 1399 - 1403, Quebec, Canada, 2015 [PDF]

  13. T. Hoang Ngan Le, U. Prabhu., and Savvides, M., "A Novel Eyebrow Segmentation and Eyebrow Shape-based Identification," International Joint Conference on Biometrics (IJCB), pp. 1-8,Florida USA 2014 [PDF]

  14. T. Hoang Ngan Le, Karanhaar Singh, K Luu, Savvides, M, "A Robust Monte Carlo and Tensor-based Shape Context Matching Approach to Facial Beard/Moustache Ranking and Retrieval", Women in Machine Learning (WiML), Canada, 2014

  15. Hong Quan Hua, T. Hoang Ngan Le, Hoac Bac Le, "An Effective Initialization for ASM-based Methods", 13th International Conference on Computer Information Systems and Industrial Management Applications, Vol. 8838, pp.421-432, Vietnam 2014 [PDF]

  16. T. Hoang Ngan Le, K Luu, Seshadri, K., and Savvides, M. "A Facial Aging Approach to Identification of Identical Twins", the IEEE Fifth International Conference on Biometrics: Theory, Applications and Systems (BTAS 2012), pp. 91-98, Washington DC, US. Sept. 2012 [PDF]

  17. T. Hoang Ngan Le, K Luu, U. Prabhu, Savvides, M., "A Novel Energy based Filter for Cross-Blink Eye Detection," Intl. Conf. on Image Processing (ICIP'12), Orlando, US., Sept. 2012. pp. 1845-1848 [PDF]

  18. T. Hoang Ngan Le, K Luu, Seshadri, K., and Savvides, M., "Beard and Mustache Segmentation Using Sparse Classifiers on Self-Quotient Images", Intl. Conf. on Image Processing (ICIP'12), Orlando, US., Sept. 2012, pp. 165-168 [PDF]

  19. K Luu, T. Hoang Ngan Le, Seshadri, K., and Savvides, M., "FaceCut - A Robust Approach for Facial Feature Segmentation", Intl. Conf. on Image Processing (ICIP'12), Orlando, US., Sept. 2012, pp. 1840-1844 [PDF]

  20. Mhiri, F.,T. Hoang Ngan Le, Duong, L., and Cheriet, M., " A New Adaptive Segmentation Framework of Tubular Structures in X-Ray Angiography", Intl. Conf. on Information Science, Signal Processing & their application (ISSPA 2012), Quebec, Canada, pp. 496-500, July, 2012 [PDF]

  21. T. Hoang Ngan Le, Bui, T. D., Suen, C. Y. “Ternary Entropy-based Binarization of Degraded Document Images Using Morphological Operators",Intl. Conf. on Document Analysis and Recognition (ICDAR 2011), pp. 114-118, Beijing, China, September, 2011 [PDF]

  22. T. Hoang Ngan Le, Nguyen. K. H, Le, H. Bac, “Literature Survey on Watermarking Tools, Watermark Attacks, and Benchmarking Tools”, The 2nd International Conferences on Advances in Multimedia (MMEDIA), pp. 67-73, Greece, 2010.

  23. T. Hoang Ngan Le, Nguyen. K. H, Le, H. Bac, “A Robust Biometric Watermark-Based Authentication Scheme” The 5th International Conference on Digital Information Management (ICDIM), pp. 398-403, Canada, 2010.

  24. T. Hoang Ngan Le, “Holistic Word Recognition using Support Vector Regression in Combination with Spectral Regression”, Woman in Machine Leaning workshop, Held in Conjunction with Neural Information Processing Systems (NIPS 2010), Canada, 2010.

  25. Lee, J. S.,T. Hoang Ngan Le, “Hybrid (2, n) Visual Secret Sharing Scheme for Color Images”, International Conference on Computing and Telecommunication Technologies, pp.1-8, 2009.

  26. Chang, C. C., Lin, C. C.,T. Hoang Ngan Le, and Le, H. B., “A New Probabilistic Visual Secret Sharing Scheme for Color Images,” Proceedings of the Fourth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP 2008), pp. 1305-1308, China, Aug. 2008.

  27. Chang, C. C., Lin, C. C.,T. Hoang Ngan Le, and Le, H. B., “A Probabilistic Visual Secret Sharing Scheme for Grayscale Images with Voting Strategy,” Proceedings of the 2008 International Symposium on Electronic Commerce and Security, pp. 184-188, China, Aug. 2008.

Patents
  1. T. Hoang Ngan Le, K. Luu and M. Savvides, "SparCLeS: Dynamic L1 sparse Classifiers with Level Sets for Robust Beard/Moustache Detection and Segmentation", 2013 Grands: DAAD19-02-1-0389 and W911NF-09-1-027 from the Army Research Office and by cooperative agreement W911NF-10-2-0028 from the Army Research Laboratory

  2. K. Luu, S. Venugopalan, T. Hoang Ngan Le and M. Savvides," Sparse Class Dependent Feature Analysis", 2012

  3. T. Hoang Ngan Le, Utsav Prabhu, Marios Savvides, "Automatic Eyebrow Detection, Segmentation, and Matching System - EDMS", 2013 Grands: DAAD19-02-1-0389 and W911NF-09-1-027 from the Army Research Office and by cooperative agreement W911NF-10-2-0028 from the Army Research Laboratory

  4. T. Hoang Ngan Le, M. Savvides, "Facial Aging and Asymmetry Decomposition Based Approaches to Identification of Twins", 2013 Grands: DAAD19-02-1-0389 and W911NF-09-1-027 from the Army Research Office and by cooperative agreement W911NF-10-2-0028 from the Army Research Laboratory

  5. T. Hoang Ngan Le, Marios Savvides, Boyiadzis Michael, Contis Lydia, Methods and Systems for Disease Classification, This application claims the benefit under 35 U.S.C. § 119 of U.S.Provisional Application Serial No. 61/967,316, filed on March 17, 2014, which is incorporated by reference herein in its entirety.

 

Local Journals

 

  1. Le Hoai Bac, Luu Khoa, T. Hoang Ngan Le, “Audio watermarking using psychoacoustic auditory model and spread spectrum theory”, Post, Telecommunications and Information Technology Journal, Vietnam, April 2006.

Local Journal

 


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