LE Hoang Thai, PhD

Associate Professor 
Department of Computer Science,
Faculty of Information Technology, 
VNU-HCM University of Science, 
Ho Chi Minh City, Vietnam
Tel : (+84) 028 38 354 266
Email: lhthai@fit.hcmus.edu.vn

Scientific Education

2012. Associate Professor at VNUHCM-University of Science

2004. Ph.D. in Computer Science: VNUHCM-University of Science

1997. Master of Information Technology, Hanoi University of Science and Technology

1995. Bachelor of Information Technology, Hanoi University of Science and Technology

Academic & Research Experience

  • Projects:

03/2014– 06/2016: Project ManagerFeature descriptor under variation condition for real-time face recognition application (C2014-18-01), Vietnam National University (VNU-HCM), Vietnam.                

03/2012– 05/2013: Project ManagerFace Image Features Extraction Models For Face Recognition (B2012-18-24), Vietnam National University (VNU-HCM), Vietnam.

09/2007–06/2010: The project manager of Ho Chi Minh City - level Project , Developing model of soft computing for searching frontal face image (The 3rd Prize of VIFOTEC 2012 - the Ministry of science and technology and Vietnam union of science and technology associations), Vietnam.

09/2000– 06/2009: Project Manager, Genetic Algorithms for solving optimization problems in chemistry(T2000-48)HoChiMinh Natural Sciences University, Vietnam.

09/2001–08/2006: Project Manager , Constructing, developing, application for Hybrid model among Neural Network, Fuzzy Logic and Genetic Algorithms(B2001-18-02)Ministry of education and Training, Vietnam.

  • Books:
  1. Co–author of book "Genetic Algorithms for solving computer problem naturally", Publishing House of Education and Training, 2000.
  2. Co–author of "bookBasic Informatics 2", Publishing House of HCM National

University, 2001.

Research Skills/Interests

  • Research Interests:

Computer Vision, Machine Learning, Pattern Recognition, Bio-metrics and their

applications to commercial products.

  • Professional Activities:

Member of Editorial Board in Vietnam Journal of Computer Science (published by Springer). https://www.springer.com/computer/information+systems+and+applications/journal/40595?detailsPage=editorialBoard/

Member of IJCSI Reviewers Committee (International Journal of Computer Science Issues). http://www.ijcsi.org/reviewers-list.php/

Reviewer:

- International Journal of Pattern Recognition and Artificial Intelligence - World Scientific (IJPRAI)

- Elsevier Applied Soft Computing Journal(ASCJ)

- Elsevier Optik - International Journal For Light And Electron Optics (IJLEO)

- International Journal of Biometrics - Inderscience Publishers (IJBM)

- Vietnam Journal of Computer Science - springer Publishers (VJCS)

- International Journal of Computer Science Issues (IJCSI)

- Journal of Computer Science and Cybernetics, Vietnam Academy of Science and Technology (JCC)

- Regular reviewer for major computer vision, machine learning and artificial Intelligence conferences: SMC, NICS, KSE, ICIEA, ACIIDS.

Publication List (selected from 2013-now)

Journal

  1. Khoa Tan Truong and Thai Hoang Le. Video-Based Face Recognition Using Shape And Texture Information In 3D Morphable Model. JP Journal of Heat and Mass Transfer – Pushpa Publishing House, Allahabad, India, 2018.
  2. Tran Son Hai, L. M. Triet, Le Hoang Thai and Thuy Thanh Nguyen. Real Time Burning Image Classification Using Support Vector Machine. EAI Endorsed Trans. Context-aware Syst.and Appl. 4(12), 7 pages, 2017.
  3. Long Binh Tran and Thai Hoang Le. Multimodal Personal Verification Using Likelihood Ratio for the Match Score Fusion. Computational Intelligence and Neuroscience (CIN), vol.2017, Article ID 9345969, 9 pages, 2017.
  4. Hai Son Tran, Thai Hoang Le and Thuy Thanh Nguyen. The Degree of Skin Burns Images Recognition using Convolutional Neural Network. Indian Journal of Science and Technology, Volume 9, Issue 45, December 2016.
  5. Trinh Thi Phan, Thai-Nguyen Do Nguyen and Thai Hoang Le. A Mobile Product Image Searching System Integrating Speeded Up Robust Features and Local Binary Pattern. Indian Journal of Science and Technology, Volume 9, Issue 17, May 2016.
  6. Thai Hoang Le. On Approaching Heuristic Weight Mask To Enhance LBP-Based Profile Face Recognition System. Indian Journal of Science and Technology, Volume 9, Issue 17, May 2016.
  7. Hung Phuoc Truong, Tue-Minh Dinh Vo and Thai Hoang Le. Face recognition based on LDA in manifold subspace. EAI Endorsed Trans. Context-aware Syst. and Appl. 3(9), 8 pages,2016.
  8. Hoang Thien Van, Thai Hoang Le and Tien Ba Dinh. Efficient palmprint identification using novel symmetry filter and alignment refinement. International Journal of Biometrics, Volume 7, Issue 3, pp.213-225, Inderscience Publishers (IEL), 2015.
  9. Long B.Tran and Thai H. Le. Using Wavelet-Based Contourlet Transform Illumination Normalization for Face Recognition. I.J. Modern Education and Computer Science, V.7, N.1, pp. 16-22, 2015.
  10. Long B.Tran and Thai H. Le . Person Authentication using Relevance Vector Machine (RVM) for Face and Fingerprint. I.J. Modern Education and Computer Science, V.7, N.5, pp. 8-15, 2015.
  11. Tran Son Hai, Le Hoang Thai and Nguyen Thanh Thuy. Facial Expression Classification Using Artificial Neural Network and K- Nearest Neighbor. I.J. Information Technology and Computer Science, V.7, N.3, pp.27-32, 2015.
  12. Khoa Dang Dang and Thai Hoang Le. Locality oriented feature extraction for small training datasets using non-negative matrix factorization. Vietnam Journal of Computer Science, Vol 1(4), pp. 257-267, Springer, Vietnam, 2014.
  13. Hoang Thien Van and Thai Hoang Le. A Palmprint Identification System using Robust Discriminant Orientation Code. VNU Journal of Computer Science and Communication Engineering, Vietnam, 2014.
  14. Thai Hoang Le and Hoang Thien Van. Fingerprint reference point detection for image retrieval based on symmetry and variation. Journal Pattern Recognition, Volume 45, Issue 9, September, pp.3360-3372, Elsevier Science Inc. New York, NY, USA, ISSN:0031-3203, 2012.

Conference papers:

  1. Long Binh Tran, Thai Hoang Le. Personal Verification Using Fast and Self Consistent Estimation for Biometric Match Score Fusion. IEEE 2nd International Conference on Inventive Communication and Computational Technologies (ICICCT 2018), 20-21, April, 2018, India.
  1. An Tien Vo, Hai Son Tran and Thai Hoang Le. Advertisement image classification using convolutional neural network. IEEE 9th International Conference on KSE 2017, 19-21 Oct. pp.197-202, Vietnam.
  1. Tran Son Hai, Le Hoang Thai and Nguyen Thanh Thuy. Multi-featured image classification and its applications. The 20th National Conference on Electronics, Communications and Information Technology (REV-ECIT), 12/2017, Vietnam (in Vietnamese).
  2. Hoang Thien Van, Giang Van Vu and Thai Hoang Le. Fingerprint enhancement for direct grayscale minutiae extraction by combining MFRAT and Gabor filters. Proceedings of the Seventh Symposium on Information and Communication Technology, SoICT 2016 (ACM), pp.360-367, Vietnam.
  1. My Kieu, Khai Dinh Lai, Tam Duc Tran and Thai Hoang Le. A Fusion of Bag of Word Model and Hierarchical K-Means++ in Image Retrieval. Integrated Uncertainty in Knowledge Modelling and Decision Making: 5th International Symposium, IUKM 2016, Da Nang, Vietnam, November 30-December 2, 2016, Proceedings 5, pp 397-408.
  1. Anh Le, Trung Le, Khanh Nguyen, Van Nguyen, Thai Hoang Le and Dat Tran. Fast Kernel- based method for anomaly detection. IJCNN 2016:2016 International Joint Conference on Neural Networks, IJCNN 2016, Vancouver, BC, Canada, July 24-29, 2016, pp 3211-3217.
  2. Tung Pham, Trung Le, Thai Hoang Le and Dat Tran. Fast support vector clustering. ESANN 2016 - 24th European Symposium on Artificial Neural Networks 2016, Pages 551-556, Bruges; Belgium; 27 April 2016 through 29 April 2016; Code 124043.
  3. Duc Minh Vo, Thai Hoang Le and Akihiro Sugimoto. Facial Expression Recognition by Re-ranking with Global and Local Generic Feature. In 2016 23rd International Conference on Pattern Recognition, 4-8 Dec. 2016, Cancun, Mexico.
  1. Duc Minh Vo, Thai Hoang Le . Deep Generic Features for Facial Expression Recognition. In Information and Computer Science (NICS), 2016 3rd National Foundation for Science and Technology Development Conference on, 14-16 Sept. 2016, Vietnam.
  1. Thai Hoang Le. Human Face Representation and Classification using Locality Features. ICICTS (2016), pp. 106-111, Vietnam.
  2. Tue-Minh Dinh Vo, Hung Phuoc Truong and Thai Hoang Le. Discriminative semi-supervised learning in manifold subspace for face recognition.ICCASA 2015, 26-27 November 2015,Vungtau, Vietnam.
  3. Hai Tran, Triet Le, Thai Le and Thuy Nguyen. Burn Image Classification Using One-Class Support Vector Machine.ICCASA 2015, 26-27 November 2015, Vungtau, Vietnam.
  4. Long Binh Tran and Thai Hoang Le . Personal Authentication Using Relevance Vector Machine (RVM) for Biometric Match Score Fusion. The Seventh International Conference on Knowledge and Systems Engineering (KSE 2015), 8-10 October 2015, Ho Chi Minh, Vietnam.
  5. Hoang Thien Van, Tuan Thanh Thai and Thai Hoang Le. Robust Finger Vein Identification Base On Discriminant Orientation Feature. The Seventh International Conference on Knowledge and Systems Engineering (KSE 2015), 8-10 October 2015, Ho Chi Minh, Vietnam.
  6. Thai Huy Tan and Le Hoang Thai. Using Feature of Nose and HAT-MARS Descriptor for Face recognition with Pose Variance. in proceedings of 2015 2nd National Foundation for Science and Technology Development Conference on Information and Computer Science, September 16-18, 2015, pp. 99-104, Hochiminh, Vietnam.
  7. Tung Pham, Hang Dang, Trung Le and Le Hoang Thai. Stochastic Gradient Descent Support Vector Clustering. in proceedings of 2015 2nd National Foundation for Science and Technology Development Conference on Information and Computer Science, September 16-18, 2015, pp.88-93, Hochiminh, Vietnam.
  8. Nhat-Quan Huynh Nguyen and Thai Hoang Le. Pose estimation using Local Binary Patterns for face recognition. in proceedings of CSOC 2015, the Spinger series: Advances in Intelligent Systems and Computing -ISSN 2194-5357, pp. 39-50.
  9. Quoc-Thang Ly, Phuoc-Hung Truong, and Hoang-Thai Le . Graph Kmeans with Lost Cluster Approach for Nonlinear Manifold Clustering. 2015 International Conference on Machine Learning and Cybernetics, Guangzhou, China, 12-15 July, 2015.
  10. Trung Le, Van Nguyen, Thien Pham, Mi Dinh and Thai Hoang Le. Fuzzy Semi-supervised Large Margin One-Class Support Vector Machine. Advances in Intelligent Systems and Computing Volume 341, pp 65-78, 2015.
  11. Hoa Quoc Le, Hung Phuoc Truong, Hoang Thien Van and Thai Hoang Le. A New Pre-authentication Protocol in Kerberos 5: Biometric Authentication. The 2015 IEEE RIVF International Conference on Computing and Communication Technologies - Research, Innovation, and Vision for the Future (RIVF), pp. 157-162, January 2015.
  1. Hoang Thien Van and Thai Hoang Le. Efficient Palmprint Search based on database clustering for Personal Identification. The sixth International Conference on Knowledge and Systems Engineering (KSE 2014), October 09-11 2014, Hanoi, Vietnam.
  2. Duc Minh Vo, Hung Phuoc Truong and Thai Hoang Le. Robust facial expression recognition using Coeffient Variation Bag of features. The first NAFOSTED Conference on Information and Computer Science, in Ha Noi, Vietnam, 2014.
  3. Trung Le, Van Nguyen, Thien Pham, Mi Dinh and Thai Hoang Le. Semi-supervised Large Margin One-class Support Vector Machine. The first NAFOSTED Conference on Information and Computer Science, in Ha Noi, Vietnam, 2014.
  4. Nhat-Quan Huynh Nguyen and Thai Hoang Le. Enhanced LBP-Based Face Recognition System Using a Heuristic Approach for Searching Weight Set. 13th, Computer Information Systems and Industrial Management, CISIM 2014, pp. 547-558.
  1. Dang-Khoa Tan Le, Hung Phuoc Truong and Thai Hoang Le. Facial expression recognition using statistical subspace. The 21st IEEE International Conference on Image Processing (IEEE ICIP), France, 2014.
  2. Van Nguyen, Trung Le, Thien Pham, Mi Dinh and Thai Hoang Le. Kernel-based semi-supervised learning for novelty detection. International Joint Conference on Neural Networks, IJCNN 2014, pp. 4129-4136, 2014.
  1. Thai Hoang Le, Hung Phuoc Truong, Ha Thi Thanh Do and Duc Minh Vo. On approaching 2D-FPCA technique to improve image representation in frequency domain. Proceedings Of The Fourth Symposium On Information And Communication Technology, SoICT 2013, DaNang, Vietnam, December 5-6, 2013, pp. 172-180.
  2. Hoang Thien Van and Thai Hoang Le. On Discriminant Orientation Extraction Using GridLDA of Line Orientation Maps for Palmprint Identification. Knowledge and Systems Engineering: Proceedings of the Fifth International Conference KSE 2013, Volume 1, springer, pp. 237-248.
  3. Hoang Thien Van, Vinh Thanh Phan and Thai Hoang Le. Discriminant Orientation Feature For Palmprint Recognition. 13th International Conference on Computational Science and Its Applications, ICCSA 2013, June 24-27, 2013, in Ho Chi Minh City, Vietnam, pp. 150-156.

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