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  • Họ và tên :

    TS. Nguyễn Văn Huấn
  • Đơn vị :

    Trường Đại học Inha
  • Kinh nghiệm :

    Nhà nghiên cứu cao cấp và quản lý dự án
  • Chuyên môn :

    Computer vision, Pattern recognition, Image and video processing, Biometrics, Machine vision, Machine learning, Deep learning
  • Ngôn ngữ :

Liên hệ

TS. Nguyễn Văn Huấn

 

  1. EDUCATION

INHA University,                                                                                            Incheon, Korea

Doctor of Philosophy in Information Technology, GPA 4.0(/ 4.5)                        24 Feb 2012

  • Research duration: August 2008 – Feb 2012
  • Dissertation title: “Feature extraction and quality assessment of iris and facial passport photo for biometric conformance tests”
  • Projects involved:
    • Intelligent Video Surveillance System                                    (From 2011.10 ~ 2012)
    • Hyper-spectral image processing                               (2007.02 ~ 2010)
    • ISO standard based passport photo verification        (2008.08 ~ 2010.12)

INHA University,                                                                                Incheon, Korea

Master of Science in Information Technology, GPA 4.13(/ 4.5)    24 August 2008

  • Research duration: August 2005 – August 2008
  • Thesis title: “Fast Pre-Processing and Quality Assessment of Iris Images for Recognition”
  • Projects involved:
    • Iris segmentation and recognition                             (2005.08 ~ 2008.02)
    • Hyper-spectral image processing                               (2007.08 ~ 2010)

Hanoi University of Technology                                                                   Hanoi, Vietnam

Bachelor of Science in Applied Mathematics and Informatics, GPA 7.8 (/10)     June, 2005

  • Course concentration: linear algebra, computer structure, algorithm, database, computer graphics, programming languages.
  1. WORK EXPERIENCE
  • From March, 2016 ~ now: Adjunct professor at School of Information and Communication Engineering, Inha University, Incheon, Korea
  • Course concentration: Pattern recognition, computer vision, digital image processing, biometrics, deep learning
  • Project supervisor/R&D: Multiple camera surveillance system, Image super-resolution interpolation
  • From August, 2014  ~ now: VisionIn Inc.
  • Global R&D Center
  • Position: Senior researcher and project manager
  • Product development: OLED defect detection and classification, image restoration, fingerprint recognition, vision-based fire detection system, license plate recognition, machine vision library
  • 2012 Sep ~ 2014, Feb: Researcher at Intelligent Video Surveillance (IVS Tech. Inc., Seoul, Korea)
  • Projects:
    • Human violence/fighting detection based on video
    • Hybrid PTZ camera system: System of single PTZ camera and multiple fixed cameras
    • Video restoration: De-weathering (de-fog, de-rain, de-snow, …), video enhancement
  • 2012 Feb ~ 2012 Aug: Post-doctor research at Computer Vision lab, Inha University
  • Project:
    • Vehicle detection and tracking in video
  • Team leader in projects during Ph.D research duration:
  • ISO standard based passport photo verification
  • Hyperspectral image processing
  • Teaching assistant for the supervisor as a part-time job at Department of Information and Communication, Inha University (Feb. 2008 – Jun. 2008)
  • Acquainted with using biometric devices
  • Programming languages:
  • C/C++/VC++
  • MATLAB
  • Computer vision libraries: OpenCV, IPP, MIL, OpenMP
  1. LANGUAGES
  • Vietnamese:               Mother language
  • English:                       Fluent
  • Korean:                       Basic communication
  1. PUBLICATIONS

Journals:

  • Huan V. Nguyen, Hakil Kim*, Jinsong Liu, Thi Hai Binh Nguyen: A universal fingerprint minutiae extractor using convolutional neural networks, IET Biometrics (SCIE) (major revision)
  • Trung Dung Do, Van Huan Nguyen*, Hakil Kim: Real time and robust multiple-view gender classification using gait features in video surveillance, Pattern Analysis and Applications (SCI) (accepted Feb 2019)
  • Trung Dung Do, Hakil Kim*, Chengbin Jin, Van Huan Nguyen: Mixture separability loss in a deep convolutional network for image classification, IET Image Processing (SCIE), Volume 13, Issue 1, 10 January 2019, p. 135 – 141
  • Thi Hai Binh Nguyen, Eunsoo Park, Xuenan Cui, Van Huan Nguyen* and Hakil Kim*: fPADnet: small and efficient convolutional neural network for fake fingerprint detection, Sensors, 2018 (SCI)
  • Van Huan Nguyen, Truong Duy Pham, Trong Hai Duong: An ensemble of multi-model regression framework based on Fuzzy clustering using Inference System architecture for Reservoir Permeability prediction, International Journal of Intelligent Information and Database Systems, (SCOPUS),  vol. 11, issue 4, 2018
  • Duong, Trong Hai; Nguyen, Duc Anh; Nguyen, Van Du; Van Huan, Nguyen*: Behavior-based video recommendation using adaptive neuro-fuzzy system on social TV, Journal of Intelligent & Fuzzy Systems (SCIE) - Volume 32, issue 2, 2017
  •  Qiongxiu Li, Van Huan Nguyen, Jinsong Liu, and Hakil Kim*: Multi-feature score fusion for fingerprint recognition based on neighbor minutiae boost, IEIE Transactions on Smart Processing & Computing (IEIE SPC), Vol. 6  No. 6 December 30 2017, pp. 387~400 
  • Van Huan Nguyen*, Van Huy Pham, Xuenan Cui, Mingjie Ma, Jeong Jae Ho, Cha Young Dong, and Hakil Kim: Design and evaluation of features and classifiers for OLED panel defect recognition in machine vision,” Journal of Information and Telecommunication, Volume 1, 2017 - Issue 4, pp. 334-350
  • Shengzhe Li, Van Huan Nguyen, Mingjie Ma, Cheng-Bin Jin, Trung Dung Do, and Hakil Kim: A Simplied Camera Calibration Method for Human Height Estimation in Video Surveillance, EURASIP journal of image and video processing (SCIE), (2015) 2015:32 DOI 10.1186/s13640-015-0086-1
  • Thi Ly Vu, Trung Dung Do, Van Huan Nguyen, Hakil Kim, Chongho Lee: Improvement of Accuracy for Human Action Recognition by Histogram of Changing Points and Average Speed Descriptors, Journal of Computing Science and Engineering, vol. 9, no. 1, pp.29-38, 2015
  • Trung Dung Do, Thi Ly Vu, Van Huan Nguyen, Hakil Kim, Chongho Lee: An Efficient Pedestrian Detection Approach Using a Novel Split Function of Hough Forests, Journal of Computing Science and Engineering, vol. 8, no. 4, pp.207-214, 2014
  • Trong Hai Duong, Ngoc Thanh Nguyen, Hai Bang Truong, Van Huan Nguyen: A collaborative algorithm for semantic video annotation using a consensus-based social network analysis, Expert Systems with Applications (SCI) 01/2015; 42(1):246–258
  • Nguyen thi Hai Binh, Van Huan Nguyen, and Hakil Kim: Automated Conformance Testing for ISO/IEC 19794-5 Standard on Facial Photo Specifications, International Journal of Biometrics (IJBM): Special Issue on Standardisation of Biometrics (SCOPUS), vol. 5, no. 1, 2013, pp. 73~98
  • Van Huan Nguyen, Nguyen thi Hai Binh, and Hakil Kim: Reliable Detection of Eye Features and Eyes in Color Facial Images using Ternary Eye-verifier, Pattern Recognition (SCI), vol. 45, issue 11, Nov. 2012, pp. 3853~3865
  • Van Huan Nguyen, and Hakil Kim: Robust Eye Feature Extraction from Facial Color Image Using Iris Color Compensation,”International journal of pattern recognition and artificial intelligence (SCIE), vol. 26, (2012) [11 pages] DOI: 10.1142/S0218001412560046
  • Van Huan Nguyen, and Hakil Kim: Noisy Band Removal Using Band Correlation in Hyperspectral Images,”Korean Journal of Remote Sensing, (English version) vol. 25, no 3, 2009, pp. 263~270.
  • Van Huan Nguyen, and Hakil Kim: Robust Iris Segmentation via Simple Circular and Linear Filters.Journal of Electronic Imaging, (SCIE) vol. 17 issue 4, 2008
  • Van Huan Nguyen, and Hakil Kim: Design and Implementation of Hyperspectral Image Analysis Tool: HYVIEW. Korean Journal of Remote Sensing, (English version) vol. 23, no 4, pp. 171~179.

International conferences

  • T. D. Do, X. Cui, T. H. B. Nguyen, V. H. Nguyen and H. Kim, "Blind Deconvolution Method Using Omnidirectional Gabor Filter-Based Edge Information," 2018 1st International Conference on Multimedia Analysis and Pattern Recognition (MAPR), Ho Chi Minh City, 2018, pp. 1-6. doi: 10.1109/MAPR.2018.8337513
  • Pham V.H., Dinh P.Q., Nguyen V.H. (2018) CNN-Based Character Recognition for License Plate Recognition System. In: Nguyen N., Hoang D., Hong TP., Pham H., Trawiński B. (eds) Intelligent Information and Database Systems. ACIIDS 2018. Lecture Notes in Computer Science, vol 10752. Springer, Cham
  • Dotrung Dung, Vu Thi Ly, Van Huan Nguyen, Hakil Kim: Full Weighting Hough Forest for Object Detection, IEEE International Conference on Advanced Video and Signal-Based Surveillance, August 2014, Seoul, Korea
  • Van Huan Nguyen, Nguyen thi Hai Binh, and Hakil Kim: Eye Feature Extraction Using K-means Clustering for Low Illumination and Iris Color Variety,”The 11th International Conference on Control, Automation, Robotics and Vision, ICARCV 2010, Singapore
  • Thi Hai Binh Nguyen, Van Huan Nguyen, and Hakil Kim: Robust Feature Extraction for Facial Image Quality Assessment, The 11th International Workshop on Information Security Applications (WISA 2010), August 2010, Jeju, Korea
  • Thi Hai Binh Nguyen, Van Huan Nguyen, and Hakil Kim: Combination of Edge and Color Information for Robust Preprocessing in Facial Image Quality Assessment, 2010 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2010), October, 2010, Istanbul, Portugal
  • Van Huan Nguyen, Thi Hai Binh Nguyen, and Hakil Kim: Eye-verifier Using Ternary Template for Reliable Eye Detection in Facial Color Images,IEEE Third International Conference on Biometrics: Theory, Applications and Systems (BTAS09), Sep 2009, Washington DC, USA
  • Van Huan Nguyen, and Hakil Kim: Location of Iris Based on Circular and Linear Filters. 10thInternational Conference on Control, Automation, Robotics and Vision, December  2008, Hanoi Vietnam
  • Van Huan Nguyen, and Hakil Kim: Statistical Noisy Band Removal for Surface Clustering of Hyperspectral Data. Proceedings of International Symposium on Remote Sensing, October 2008, Deacheon, Korea
  • Van Huan Nguyen, and Hakil Kim: A Novel Circle detection method for iris segmentation. 2008 International Conference on Image Processing, May 2008, Hainan Island, China

HONORS AND SCHOLARSHIPS

  • Jungseok Scholarship for foreign students’ Inha University (2005~2012)
  • Excellent student scholarship during bachelor degree at Hanoi Uni. Of Technology, Vietnam (2000~2005)

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