TS. Trịnh Tấn Đạt

Kỹ thuật lập trình

Kiến trúc máy tính

Khai phá dữ liệu

Phân tích dữ liệu

Ngôn ngữ lập trình Python

Phân tích xử lý ảnh

–          Speech/speaker processing

–          Image processing

–          Computer vision

–          Nhận dạng mẫu

2.        Tan Dat Trinh, Xinjie Ma, Jin Young Kim, Hyoung Gook Kim, “Enhanced speaker verification using an adaptive multiple low-rank representation based on the modified adaptive Gaussian mixture model framework”, Cluster Computing, pp. 1-15, 2017.

3.        Tan Dat Trinh, Xinjie Ma, Jin Young Kim, “Improved Running Gaussian Average for Background Subtraction in Thermal Imagery”, Journal of KIIT, Vol.15, No. 7, pp. 101-117, 2017.

4.        Tan Dat Trinh, Xinjie Ma, Hak-Jae Lee, Jin Young Kim, Seung-Ho Choi, “Cheering event detection in basketball audio stream using adaptive GMM model and low rank matrix recovery”, Journal of KIIT, Vol.14, No. 10, pp. 87-96, 2016.

5.        Xinjie Ma, Tan Dat Trinh, Jin Young Kim, Hyoung Gook Kim, “Speaker verification using a modified adaptive GMM approach based on low rank matrix recovery”, The 3rd International Conference on Mobile and Wireless Technologies, Lecture Notes in Electrical Engineering, pp. 109-116, 2016, Jeju island, South Korea.

6.        Tan Dat Trinh, Jin Young Kim, Seung Ho Choi, Keeseong Cho, “Robust speaker verification using low-rank matrix recovery and weighted sparse representation under total variability space”, Journal of KIIT, Vol.14, No. 3, pp. 59-69, 2016

7.        Ngoc Nam Bui, Tan Dat Trinh, Min Kyung Park, Jin Young Kim, “Histogram of Multi-Directional Gabor Filter Bank for Motion Trajectory Feature Extraction”, International Journal of Computers, Vol. 1, pp. 83-88, 2016

8.        Tan Dat Trinh, Min Kyung Park, Jin Young Kim, Kyong Rok Lee, Keeseong Cho, “Enhanced speaker verification using GMM-supervector based modified adaptive GMM training”, The 2nd International Conference on  Mobile and Wireless Technologies, Lecture Notes in Electrical Engineering , pp. 147-153, 2015, Bangkok, Thailand.

9.        Trinh Tan Dat, Jin Young Kim, Hyoung-Gook Kim, Kyong-Rok Lee, “Robust Speaker Verification Using Low-Rank Recovery under Total Variability Space”, International Conference on IT Convergence and Security, pp. 1-4, 2015, Kuala Lumpur, Malaysia.

10.     Ngoc Nam Bui, Jin Young Kim, Tan Dat Trinh, “A non-linear GMM KL and GUMI kernel for SVM using GMM-UBM supervector in home acoustic event classification”, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Vol. 97, No. 8, pp. 1791-1794, 2014.

11.     Tan Dat Trinh, Jin Young Kim, Seung You Na, “Enhanced face recognition by fusion of global and local features under varying illumination”, International Conference on IT Convergence and Security, pp. 1-4, 2014, Beijing, China

12.     Tan Dat Trinh, Ngoc Nam Bui, So Hee Min, Jin Young Kim, “Audio event classification using SVM with GMM-UBM supervectors”, Journal of KIIT, Vol.11, No. 11, pp. 91-98, 2013

13.     Trịnh Tấn Đạt, Phạm Thế Bảo, “Dùng đặc trưng Gabor kết hợp Adaboost và k-means trong bài toán nhận dạng mặt người,” Tạp chí KHOA HỌC ĐHSP TPHCM, Số 43, Trang 77-83, 2013

14.      An application of Vietnamese handwriting text recognition for information extraction from high school admission form 2023 IAES International Journal of Artificial Intelligence (IJ-AI)

15.      Stock-Price Forecasting Based on XGBoost and LSTM 2022 COMPUTER SYSTEMS SCIENCE AND ENGINEERING

16.      An improved CRNN for Vietnamese Identity Card Information Recognition 2022 COMPUTER SYSTEMS SCIENCE AND ENGINEERING

17.     Convolutional recurrent neural network with attention for Vietnamese speech to text problem in the operating room 2021 International Journal of Intelligent Information and Database Systems.

18.     Coronary Vessel Segmentation by Coarse-to-Fine Strategy Using U-nets 2021 BioMed Research International.

2.     Ứng dụng nhận dạng tiếng Việt trong trích xuất thông tin từ căn cước công dân 06/2020 – 06/2021 – Đề tài cơ sở – Thành viên