Đinh Triều Dương

By
Khoa ĐTVT2
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TS. Đinh Triều Dương
Office: Room 206, G2 Building
Email: duongdt@vnu.eud.vn

I, Giới thiệu

Tiến sĩ Đinh Triều Dương tốt nghiệp cử nhân ngành Công nghệ Điện tử Viễn thông tại trường Đại học Khoa học Tự nhiên, ĐHQGHN năm 1999; Hoàn thành chương trình Thạc sĩ tại trường Đại học Công nghệ, ĐHQGHN năm 2022, tốt nghiệp Tiến sĩ tại trường Đại học Korea University – Hàn Quốc năm 2009. TS. Dương hiện đang là Chủ nhiệm Bộ môn Thông tin Vô tuyến và Chủ nhiêm Khoa ĐTVT.

II, Các môn giảng dạy

1, Kỹ thuật xử lý và truyền thông Đa phương tiện

2, Xử lý ảnh và Thị giác Robot

3, Truyền thông vô tuyến

4, Thông tin số và mã hóa

III, Hướng nghiên cứu

  • Digital Image/Video processing, Digital signal processing, Computer vision and Machine learning/Deep learning & Its Applications
  • Computer vision and its applications for Vision alignment, Machine learning, Digital Image/Video processing, High performance and real-time Hardware/Software design for Smart camera.
  • Xử lý ảnh/Video và Ứng dụng trong truyền thông vô tuyến và mạng di động 4G/5G
  • Truyền thông UAV và ứng dụng thị giác máy tính (OpenCV), AI & Deep Learning cho Truyền thông UAV

IV, Công bố

Journal

1.1 P. T. Tung, H. V. Xiem, N. T. Nghia, D. T. Duong, and L.T. Ha, “End-to-End Image Patch Quality Assessment for Image/Video With Compression Artifacts”, IEEE Access Jour. Computer Science, vol. 8, pp. 5157-5172, DOI: 10.1109/ACCESS.2020.3040416, 2020.
1.2 V. V. Son, D. T. Duong, T. M. Hoang, D. T. Quan, P. T. Hiep, “Analysing outage probability of linear and non-linear RF energy harvesting of cooperative communication networks”, IET Transaction on Signal Processing, vol. 3, pp. 23- 33, doi: 10.1049/iet-spr, 2019
1.3 Long Vuong ; Minh Le ; Xiem HoangVan ; D. T. Duong; Tien Vu ; Ha Le, “View Synthesis Method for 3D Video Coding Based on Inter View Correlation and SVM machine learning” IET Image Processing, IF: 1.401 (SCI), Aug. 2018.
1.4 Thuc Nguyen Huu, D.T. Duong, Byeungwoo Jeon and Xiem HoangVan, “Performance Evaluation of Frame Loss Error Concealment Solutions for SHVC standard”, IEIE Transactions on Smart Processing and Computing, Dec. 2017.
1.5 Thanh Ha Le, Tung Long Vuong, D.T. Duong, Seung-Won Jung, “Efficient machine learning based reduced reference quality metric for 3D synthesized views “, ETRI journal (ISI), pp.18 – 29, Oct. 2016.
1.6 D. T. Duong , DeePak K. S, S.-H. Won, and D.-Y. Suh, “Layer-Aware FEC Based Scalable Multiple Description Coding for Robust Video Transmission over Path Diversity Networks”, IEICE Transaction on Communications (ISI), vol. E96-B, no. 9, Sep. 2013.
1.7 D. T. Duong, S. -H. Won, and D.-Y. Suh, “Efficient FEC-GD coding for Robust Video Transmission over Multimedia Broadcast/Multicast Service in LTE Mobile Systems”, ETRI journal (ISI), Dec. 2013

Conference

2.1 Thuc Nguyen Huu, D.T. Duong and Xiem HoangVan, “Base Layer Constrained Error Concealment Solutions for Robust SHVC Video Transmission”, International Workshop on Advanced Image Technology 2018 (IWAIT 2018), Chiang Mai, Thailan, Jan. 2018.
2.2 Le Dao Thi Hue, D. T. Duong and Xiem HoangVan, “HEVC based Distributed Scalable Video Coding for Surveillance Visual System”, Nafosted Conference on Information and Computer Science (NICS), Hanoi, Vietnam, Nov. 2017.
2.3 Xiem HoangVan, D. T. Duong, and L. T. Ha, “Spatial-Temporal Feature Extraction based Adaptive Search Range for Effective Frame Rate-Up Conversion,” International Conference on Advanced Technologies for Communication, Hanoi, Vietnam, Oct. 2016.
2.4 “Graceful Degradation – Forward Error Correction Code (GD-FEC) in MBMS and Proposed Evaluation Criteria”, Tech. no. S4-120633 – 3GPP Meeting #69, Erlangen, German, May 2012.-

V, Dự án đã tham gia

  1. Develop robust video coding techniques for new video codecs (H.266) applying Deep learning based Adaptive mode selection (2017 ~ 2019). Funded by Vietnam National University (VNU), Vietnam.
  2. Develop Video quality assessment metrics based on Machine learning techniques for Automatic quality adaptation of Smart camera systems (2016 ~ 2017). Funded by VP9 Co. Ltd – Smart camera solutions, Vietnam
  3. Develop application software’s to improve product quality for Multi-function printing device (MFPD) and reduce engineering reworks (2013~2014). Funded by Fuji Xerox Co. Ltd., Korea.
  4. Advanced media streaming techniques for robust Media transmission over MBMS channels of 3GPP systems (2011 ~ 2013). Funded by ETRI Institute, Korea.
  5. Develop a smart vision for automation aligning system to recognition and measure IC chip devices’ size and distance between their pins (2011 ~ 2012). Funded by Samsung Electronics, Korea.
  6. Develop a Robust face recognition and Auto-focusing algorithm for Mobile camera (2009 ~ 2011). Funded CNTT Institute – Division of Media and Display, Vietnam.
  7. Development of the industrial image enhancement technique based on SVM machine learning (2008 ~ 2009). Funded by LG Electronics, Korea.
  8. Development of Frame rate up conversion (FRUC) for UD-TV video streams (2006~ 2008). Funded by Samsung Electronics, Korea.

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