Room 610, International University.
Block 6, Linh Trung Ward, Thu Duc District, HCM City, Vietnam
Phone: (84-8) 37244270. Ext: 3232
Tel:
Fax: (84-8) 37244271
Email: hktu@hcmiu.edu.vn
PhD. in Electronics Engineering, Ho Chi Minh City University of Technology (HCMUT), 2013-2018.
MEng. in Electronics Engineering, Ho Chi Minh City University of Technology (HCMUT), 2002-2004.
BEng. in Electrical and Electronics Engineering, Ho Chi Minh City University of Technology (HCMUT), 1996-2001.
BA. in English, Ho Chi Minh City University of Social Sciences and Humanities (HUSSH), 1998-2002.
Training:
Research in Optical Networks, Rutgers University-The University of New Jersey, 2008
2004 to November 15, 2015:
Lecturer, Vice Dean of School
November 15, 2015 to February, 2021:
Director, Center of Education Quality Management,
Lecturer, School of Computer Science and Engineering
February, 2021 to present:
Head, Academic Affairs Office
Lecturer, School of Computer Science and Engineering
Founder and Director, AIoT Lab VN
https://aiotlab.vn/
Digital Logic Design, Matlab programming, C/C++ Programming.
Xây dựng mô hình học sâu phát hiện vùng giả mạo trên ảnh (March 2024).
Hệ thống quan trắc và dự báo chất lượng không khí chi phí thấp sử dụng công nghệ AIoT (November 2023).
Image Forensics, Computer Vision, Deep Learning
Books
Nguyen Van Sinh, Tran Manh Ha, Huynh Kha Tu: Công nghệ thông tin, Định hướng học tập, Nghiên cứu và Phát triển nghề nghiệp. Nhà xuất bản Xây dựng (March 2016).
Journals
Le Huu Sy, Kha Tu Huynh: A robust network for multi-label abdominal organs segmentation. Vietnam Journal of Computer Science : Accepted (February 2024).
Nguyen Hong Quan, Nguyen Duc Dang Khoi, Le Duy Tan, Mai Hoang Bao An, Kha Tu Huynh: Career path prediction using XGBoost Model and students’ academic results. CTU Journal of Innovation and Sustainable Development : Published online (November 2023).
Kha Tu Huynh, Ly Tu Nga: A deep learning model of majors consulting support. Science & Technology Development Journal : Accepted (June 2023).
Hoang Linh Nguyen, Kha Tu Huynh: New model for low-end computers: ResNet and VGG-16. Science & Technology Development Journal 26(1): 2672-2680 (May 2023).
Kha Tu Huynh, Thi Phuong Linh Le, Muhammad Arif - The Superior University, Thien Khai Tran-University of Foreign Languages and Information Technology: A Deep Learning Model of Traffic Signs in Panoramic Images Detection. Intelligent Automation & Soft Computing 37(1): 402-418 (April 2023).
Kha Tu Huynh, Ly Tu Nga, Le Tien Thuong: An efficient model for copy-move image forgery detection. International Journal of Web Information Systems : Accepted (July 2022).
Khai Thien Tran, Kha Tu Huynh, Dac-Nhuong Le, Muhammad Arif , Hoa Minh Dinh: A Deep Trash Classification Model on Raspberry Pi 4. Intelligent Automation & Soft Computing : Accepted (May 2022).
Kha Tu Huynh, Nguyen Huynh Phuong Thanh: Drunkenness Detection Using a CNN with adding Gaussian Noise and Blur in the Thermal Infrared Images. Int. J. of Intelligent Information and Database Systems : Accepted (March 2022).
Tran Minh Duy, Kha Tu Huynh, Pham Van Hieu, Phan Anh Tu, Nguyen Quoc Khanh, Phan Nguyen Xuan Phuc, Ly Tu Nga: Analysis Performance of Integrated long-range RFID and Webcam. SN Computer Science 3(473): 20 (December 2022).
Kha Tu Huynh, Ly Tu Nga, Nguyen Huynh Phuong Thanh: Improving the accuracy in copy-move image detection: A model of sharpness and blurriness. Springer Nature Computer Science : Published online (May 2021).
Tran Manh Ha, Nguyen Van Sinh, Kha Tu Huynh, Hoang Ngoc Long: A Comparison of Machine Learning Techniques for Fault Data Analysis. Science and Technology Development Journal – Engineering & Technology, VNUHCM 1(1): 1-6 (August 2020).
Ly Tu Nga, Kha Tu Huynh, Nguyen Van Tri: A Hybrid Particle Filter Resampling for a Special Study of Tracking. International Journal of Latest Transactions in Engineering and Science (IJLTES) (0): Published online (August 2020).
Thuong Le-Tien, Kha Tu Huynh, Long Pham-Cong-Hoan, An Tran-Hong, Nilanjan Dey, Marie Luong, “ Combined Zernike Moment and Multiscale Analysis for Tamper Detection in Digital Images”, Informatica: International Journal of Computing and Informatics, (ESCI-indexed by Thomson Reuters and Scopus), Vol.41, No.1, pp.59-70, 2017.
Kha Tu Huynh, Thuong Le-Tien, Synh Ha-Viet-Uyen, Khoa Huynh-Van, Marie Luong, “A Robust Algorithm of Forgery Detection in Copy-Move and Spliced Images”, International Journal of Advanced Computer Science and Applications (IJACSA) (ESCI-indexed by Thomson Reuters), Vol. 7, No. 3, pp. 1-8, 2016.
Thuong Le-Tien and Tan Huynh-Ngoc, Kha Tu Huynh, “The Total Error Limited by Modifying the Parameters of Zernike Moments Computation in Duplicated Images”, Journal of Automation and Control Engineering, Vol. 3, No. 6, pp. 526-532, 2015.
Tran Manh Ha, Ha Viet Uyen Synh, Kha Tu Huynh, Le Thanh Son: A Feasible MapReduce Peer-to-Peer Framework for Distributed Computing Applications Vietnam Journal of Computer Science 10 (February 2015).
Ly Tu Nga, Thuong Le-Tien, Oanh Tran-Hoang-Thi, Kha Tu Huynh, Mai Linh: Performance of Sampling/Resampling-based Particle Filters Applied to Non-Linear Problems REV Journal on Electronics and Communications (December 2014).
Ly Tu Nga, Kha Tu Huynh, Mai Linh: A Hybrid Beamforming Scheme for a Special Study of Non-Regerative Multi-antenna Multi-Group Multi-Way Relaying International Journal of Emerging Technology and Advanced Engineering (September 2013).3(9), 53-59
Tien Vo, Thuong Le-Tien, Kha Tu Huynh, Marie Lương, “An embedded system implemented the multiresolution-based algorithm for forensic image detection”, Scientific Journal of Saigon University, No.26, Vol.52, March 2017.
Kha Tu Huynh, Thuong Le-Tien, Synh Ha, Khoa Huynh-Van, “Improving the Computational Cost for Copied Region Detection in Forensic Images”, Journal of Science and Technology: Issue on Information and Communications Technology, Vol. 2, No. 1, pp. 55-63, 2016.
Tien Phuoc Nguyen, Duong Nguyen-Ngoc Tran, Kha Tu Huynh, Synh Viet-Uyen Ha, “Disorder Detection Approach To Background Modeling In Traffic Surveillance System”, Journal of Science and Technology, Vietnamese Academy of Science and Technology, November 2014.
Conferences
Le Duy Tan, Huynh Phuong Thanh Nguyen, Duc Tri Tran, Mai Hoang Bao An, Kha Tu Huynh, Nguyen Van Sinh: FDPS: A Yolo-based framework for Fire Detection and Prevention. In proceedings of The International Conference on Intelligent Systems and Data Science (ISDS 2023). ISBN 1865-0937. https://link.springer.com/chapter/10.1007/978-981-99-7666-9: Springer Nature (December 2023).
Nguyen Duc Dang Khoi, Le Duy Tan, Mai Hoang Bao An, Nguyen Thi Van Khanh, Le Song Thanh Quynh, Nguyen Duc Duy, Kha Tu Huynh: Seam Puckering Level Classification Using AIoT Technology. In proceedings of The Second International Conference on Intelligence of Things (ICIT 2023),. ISBN 2367-4512. Ho Chi Minh City, Vietnam, 2023: Springer (October 2023).
Le Duy Tan, Le Nguyen Binh Nguyen, Truong Quang Minh Nhat, Huynh Nguyen Phuong Thanh, Kha Tu Huynh: Real-Time Air Quality Monitoring System Using Fog Computing Technology. In proceedings of The 2nd International Conference on Intelligence of Things 2023. ISBN 978-3-031-46749-3. https://link.springer.com/book/10.1007/978-3-031-46749-3: Springer Nature (October 2023).
Anh Kiet Huynh, Le Duy Tan, Kha Tu Huynh: License Plate Detection and Recognition Using CRAFT and LSTM. In proceedings of 15th Int. Symposium on Intelligent Distributed Computing (IDC 2022). ISBN 978-3-031-29104-3. https://link.springer.com/book/10.1007/978-3-031-29104-3: Springer Cham (April 2023).
Huu-Sy Le, Le Duy Tan, Kha Tu Huynh: A Review on 3D Object Detection for Self-Driving Cars. In proceedings of 2022 RIVF International Conference on Computing and Communication Technologies (RIVF). ISBN 978-1-6654-6166-5. https://ieeexplore.ieee.org/xpl/conhome/10013784/proceeding: Institute of Electrical and Electronics Engineers (IEEE) (January 2023).
Tran Bao Thanh, Tri-Hai Nguyen, Kha Tu Huynh, Le Duy Tan: Lightweight IoT-Based System for COVID-19 Patient Health Monitoring and Prediction. In proceedings of 2022 9th NAFOSTED Conference on Information and Computer Science (NICS). ISBN 978-1-6654-5422-3. http://nafosted-nics.org/#/: Institute of Electrical and Electronics Engineers (IEEE) (January 2023).
Le Duy Tan, Huynh Phuong Thanh Nguyen, Kha Tu Huynh, Razvan Beuran: Smart Grid Cyber-Attack Analysis and Countermeasures. In proceedings of 2022 RIVF International Conference on Computing and Communication Technologies (RIVF). ISBN 978-1-6654-6166-5. https://ieeexplore.ieee.org/xpl/conhome/10013784/proceeding: Institute of Electrical and Electronics Engineers (IEEE) (January 2023).
Kha Tu Huynh, Cong Man Tran, Huu Sy Le: A Model of Vietnamese Optical Character Recognition. In proceedings of 2022 RIVF International Conference on Computing and Communication Technologies (RIVF). ISBN 978-1-6654-6166-5. Ho Chi Minh City, Vietnam, 2022: (December 2022).
Tran Trung Dung, Kha Tu Huynh, Nguyen Quang Phu, Ly Tu Nga: AttendanceKit: A set of Role-based Mobile Applications for Automatic Attendance Checking with UHF RFID using Realtime Firebase and Face Recognition. In proceedings of International Conference on Future Data and Security Engineering. ISBN 978-981-19-8068-8. Đại học công nghệ Thực Phẩm Tp.HCM: Springer (November 2022).
Nguyen Trung Tri, Kha Tu Huynh: Spliced Image Forgery Detection Based on the Combination of Image Pre-processing and Inception V3. In proceedings of Future Data and Security Engineering . ISBN 978-3-030-91387-8. https://link.springer.com/book/10.1007/978-3-030-91387-8: Springer (November 2021).
Kha Tu Huynh, Ly Tu Nga, Le Tien Thuong: A Deep Learning-Based Method for Image Tampering Detection. In proceedings of Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications. ISBN 1865-0937. https://link.springer.com/book/10.1007/978-981-16-8062-5: Springer (November 2021).
Ly Tu Nga, Kha Tu Huynh, Chiem Quoc Hung: HỆ THỐNG ĐIỂM DANH TỰ ĐỘNG BẰNG CÔNG NGHỆ NHẬN DẠNG TẦN SỐ VÔ TUYẾN VỚI KHOẢNG CÁCH TẦM XA. In proceedings of KỶ YẾU HỘI NGHỊ KHOA HỌC CÔNG NGHỆ QUỐC GIA LẦN THỨ XIV NGHIÊN CỨU CƠ BẢN VÀ ỨNG DỤNG CÔNG NGHỆ THÔNG TIN. ISBN 978-604-9988-60-8. Hochiminh city, Vietnam: Nhà xuất bản Khoa học tự nhiên và Công nghệ (December 2021).
Chiem Quoc Hung, Kha Tu Huynh, Nguyen Minh Thien, Tran Minh Duy, Nguyen Phan Xuan Phuc, Ly Tu Nga: Attendance Monitoring using Adjustable Power UHF RFID and Web-based Real-time Automated Information System. In proceedings of International Conference on Future Data and Security Engineering. ISBN 978-3-030-91387-8. Ho Chi Minh University of Food Industry, Viet Nam: Lecture Notes in Computer Science (November 2021).
Kha Tu Huynh, Le Hai Duong, Nguyen Van Sinh, Tran Manh Ha: Applying Peer-to-Peer Networks for Decentralized Customer-to-Customer Ecommerce Model. In proceedings of Future Data and Security Engineering 2020. ISBN 978-981-33-4369-6. Quy Nhon, Vietnam: Springer (November 2020).
Kha Tu Huynh, Ly Tu Nga, Le Tien Thuong: ORB for detecting copy-move regions with scale and rotation in image forensics. In proceedings of Future Data and Security Engineering 2020. ISBN 978-981-33-4369-6. Quy Nhon, Vietnam: Springer (September 2020).
Văn Khánh Hưng, Kha Tu Huynh, Nguyen Quang Phu, Nguyen Van Sinh, Ly Tu Nga: ĐÁNH GIÁ HIỆU SUẤT CÁC PHÂN LOẠI MÁY HỌC CHO BÀI TOÁN ĐỊNH VỊ XE. In proceedings of Hội nghị khoa học quốc gia về . ISBN 9786046717447. http://fair.conf.vn/images/FAIR-ChuongTrinh-2020.pdf: (October 2020).
Kha Tu Huynh, Thuong Le-Tien, Synh Ha, Son Huynh-Thanh, Khoa Huynh-Van, " Develop an algorithm for image forensics using feature comparison and sharpness estimation”, International Conference on Recent Advances in Signal Processing, Telecommunications & Computing, Đà Nẵng, Việt Nam, Jan 2017, ISBN 978-1-5090-2291-5.
Thuong Le-Tien, MarieLuong, Kha Tu Huynh, Long Pham-Cong-Hoan, An Tran-Hong, “Block Based Technique for Detecting Copy-Move Digital Image Forgeries: Wavelet Transform and Zernike Moments”, The Second International Conference on Electrical and Electronic Engineering, Telecommunication Engineering, and Mechatronics, Philippines, 2016, ISBN 978-1-941968-30-7.
Thuong Le-Tien, Sinh Nguyen-Duc, Kha Tu Huynh, “Blind Image Forgeries Detection using Detail Components from the Wavelet Transform”, The Seventh International Conference on the Applications Digital Information and Web Technologies”, Taiwan, 2016, ISBN 978-1-61499-636-1.
Ha Viet Uyen Synh, Nguyen Huy Hung, Kha Tu Huynh, Ho Thanh Phong, “Lane detection in Intelligent Traffic System using probabilistic model”, The 16th Asia Pacific Industrial Engineering and Management Systems Conference, Vietnam, 2015.
Kha Tu Huynh, Thuong Le, Synh Ha, Khoa Huynh, Nga Ly "Forgery Detection and Identification of the Original and Duplicate Region in Copy-Move Images", The International Symposium on Electrical and Electronics Engineering, HCMC, Vietnam, Oct 30, 2015.
Kha Tu Huynh, Thuong Le-Tien, Synh Ha-Viet Uyen, Khoa Huynh-Van, "The Efficiency of Applying DWT and Feature Extraction into Copy-Move Images Detection", The IEEE 2015 International Conference on Advanced Technologies for Communications, HCMC, Vietnam, Oct 14-16 2015, ISBN 978-1-4673-8372-1.
Thuong Le-Tien, Tan Huynh-Ngoc, Kha Tu Huynh, Marie Luong, “Zernike Moments-based approach for detecting duplicated image regions by a modified method to reduce geometrical and numerical error”, 7th International Symposium on Software Engineering Processes and Applications (SEPA: 2015) in conjunction with ICCSA 2015 (Book chapter, Springer 2015), Canada, 2015, ISBN 978-3-319-21409-2.
Kha Tu Huynh, Thuong Le-Tien, Khoa V.Huynh, Sy C.Nguyen, "A survey on Image Forgery Detection Techniques", The 11th IEEE-RIVF International Conference on Computing and Communication Technologies", Can Tho, Vietnam, Jan 2015, ISBN 978-1-4799-8043-7.
Thuong Le-Tien, Tan Huynh-Ngoc, Kha Tu Huynh, "The total error limits in duplicated image by modifying the paremeters of Zernike Moments computation", the 7th International Conference on Computer and Automation Engineering (ICCAE), Bali, Indonesia, Jan 5-6 2015.
Kha Tu Huynh, Thuong Le-Tien, Ti T.Nguyen, Khoa V.Huynh, "Copy-Move Forgery Detection Techniques: A survey and New Approach", The Third Asian Conference on Information Systems 2014, Nha Trang, Vietnam, Dec 2014, ISBN 978-4-88686-089-7.
Tien Phuoc Nguyen, Duong Nguyen-Ngoc Tran, Kha Tu Huynh, Synh Viet-Uyen Ha, "Disorder Detection Approach to Background Modeling in Tracffic Surveillance System", ACOMP 2014, HCMUT, October 2014.
Nga-Tu-Ly, Kha Tu Huynh, L.Mai, “A Hybrid Beamforming scheme for a Special Study Non-regenerative Multi-antenna Multi-Way Relaying”, ISEE 2013, HCMUT, November 2013.
H.M.Tran,S.T.Le, S.V.U.Ha, Kha Tu Huynh, “Software Bug Ontology Supporting Bug Search on Peer-to-Peer Networks”, 6th International AMSTA, Hue City, IOS Press, May 2013.