Personal information

digital image/video processing, SoC/VLSI architectures for real-time processing, Machine learning/Deep learning, Healthcare AI, Bioimage/Biodata analysis
South Korea, Vietnam

Activities

Employment (3)

Korea National University of Transportation: Chungju, KR

2024-03-01 to present | Assistant Professor (Computer Engineering)
Employment
Source: Self-asserted source
Dat Ngo

CHA University: Seongnam, Gyeonggi, KR

2022-12-01 to 2024-02-29 | Research Professor (Biomedical Informatics)
Employment
Source: Self-asserted source
Dat Ngo

Dong-A University: Busan, Busan, KR

2022-03-01 to 2022-11-30 | Postdoctoral Researcher (Electronic Engineering)
Employment
Source: Self-asserted source
Dat Ngo

Education and qualifications (3)

Dong-A University: Busan, Busan, KR

2018-09-01 to 2021-11-25 | Doctoral of Philosophy (Ph.D.) (Electronic Engineering)
Education
Source: Self-asserted source
Dat Ngo

Dong-A University: Busan, Busan, KR

2016-09-01 to 2018-08-01 | Master of Science in Engineering (M.Sc.Eng.) (Electronic Engineering)
Education
Source: Self-asserted source
Dat Ngo

Danang University of Science and Technology: Da Nang, Da Nang, VN

2011-09-01 to 2016-07-01 | Bachelor of Engineering (B.Eng.) (Electronic and Telecommunication)
Education
Source: Self-asserted source
Dat Ngo

Works (22)

Domain Adaptation Based on Human Feedback for Enhancing Image Denoising in Generative Models

Mathematics
2025-02-12 | Journal article
Contributors: Hyun-Cheol Park; Dat Ngo; Sung Ho Kang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Autonomous Single-Image Dehazing: Enhancing Local Texture with Haze Density-Aware Image Blending

Remote Sensing
2024-09-29 | Journal article
Contributors: Siyeon Han; Dat Ngo; Yeonggyu Choi; Bongsoon Kang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Application of Deep Neural Networks in the Manufacturing Process of Mesenchymal Stem Cells Therapeutics

International Journal of Stem Cells
2024-09-26 | Journal article
Contributors: Dat Ngo; Jeongmin Lee; Sun Jae Kwon; Jin Hun Park; Baek Hwan Cho; Jong Wook Chang
Source: check_circle
Crossref

A Unified Hardware Design for Multiplication, Division, and Square Roots Using Binary Logarithms

Symmetry
2024-09-02 | Journal article
Contributors: Dat Ngo; Siyeon Han; Bongsoon Kang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Symmetric Multiprocessor System-on-a-Chip-Based Solution for Real-Time Image Dehazing

Symmetry
2024-05-25 | Journal article
Contributors: Dat Ngo; Bongsoon Kang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Singe Image Dehazing With Unsharp Masking and Color Gamut Expansion

IEEE Access
2022 | Journal article
Contributors: Dat Ngo; Gi-Dong Lee; Bongsoon Kang
Source: check_circle
Crossref

Design of an FPGA-Based High-Quality Real-Time Autonomous Dehazing System

Remote Sensing
2022-04 | Journal article | Author
Contributors: Seungmin Lee; Dat Ngo; Bongsoon Kang
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Adapting a Dehazing System to Haze Conditions by Piece-Wisely Linearizing a Depth Estimator

Sensors
2022-03-02 | Journal article
Contributors: Dat Ngo; Seungmin Lee; Ui-Jean Kang; Tri Minh Ngo; Gi-Dong Lee; Bongsoon Kang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Automating a Dehazing System by Self-Calibrating on Haze Conditions

Sensors
2021-09-24 | Journal article
Contributors: Dat Ngo; Seungmin Lee; Gi-Dong Lee; Bongsoon Kang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Taylor-Series-Based Reconfigurability of Gamma Correction in Hardware Designs

Electronics
2021-08-14 | Journal article
Contributors: Dat Ngo; Bongsoon Kang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Haziness Degree Evaluator: A Knowledge-Driven Approach for Haze Density Estimation

Sensors
2021-06-04 | Journal article
Contributors: Dat Ngo; Gi-Dong Lee; Bongsoon Kang
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Visibility Restoration: A Systematic Review and Meta-Analysis

Sensors
2021-04-08 | Journal article
Contributors: Dat Ngo; Seungmin Lee; Tri Minh Ngo; Gi-Dong Lee; Bongsoon Kang
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Nonlinear unsharp masking Algorithm

2020 International Conference on Electronics, Information, and Communication, ICEIC 2020
2020 | Conference paper
EID:

2-s2.0-85083508558

Contributors: Ngo, D.; Lee, S.; Kang, B.
Source: Self-asserted source
Dat Ngo via Scopus - Elsevier

Single-Image Visibility Restoration: A Machine Learning Approach and Its 4K-Capable Hardware Accelerator

Sensors
2020-10-13 | Journal article
Contributors: Dat Ngo; Seungmin Lee; Gi-Dong Lee; Bongsoon Kang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Single Image Haze Removal from Image Enhancement Perspective for Real-Time Vision-Based Systems

Sensors
2020-09 | Journal article | Author
Contributors: Dat Ngo; Seungmin Lee; Quoc Hieu Nguyen; Tri Minh Ngo; Gi-Dong Lee; Bongsoon Kang
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 3)‎

Robust Single-Image Haze Removal Using Optimal Transmission Map and Adaptive Atmospheric Light

Remote Sensing
2020-07-11 | Journal article
Contributors: Dat Ngo; Seungmin Lee; Bongsoon Kang
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

A new data preparation methodology in machine learning-based haze removal algorithms

ICEIC 2019 - International Conference on Electronics, Information, and Communication
2019 | Conference paper
EID:

2-s2.0-85065890228

Contributors: Ngo, D.; Kang, B.
Source: Self-asserted source
Dat Ngo via Scopus - Elsevier
grade
Preferred source (of 2)‎

Image detail enhancement via constant-time unsharp masking

2019 IEEE 21st Electronics Packaging Technology Conference, EPTC 2019
2019 | Conference paper
EID:

2-s2.0-85082984368

Contributors: Ngo, D.; Kang, B.
Source: Self-asserted source
Dat Ngo via Scopus - Elsevier

Improved Color Attenuation Prior for Single-Image Haze Removal

Applied Sciences
2019-09-25 | Journal article
Contributors: Dat Ngo; Gi-Dong Lee; Bongsoon Kang
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

A 4K-Capable FPGA Implementation of Single Image Haze Removal Using Hazy Particle Maps

Applied Sciences
2019-08-21 | Journal article
Contributors: Dat Ngo; Gi-Dong Lee; Bongsoon Kang
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Blending for wide dynamic range image using different exposure image

International Conference on Electronics, Information and Communication, ICEIC 2018
2018 | Conference paper
EID:

2-s2.0-85048472304

Contributors: Lee, S.; Ngo, D.; Kang, B.
Source: Self-asserted source
Dat Ngo via Scopus - Elsevier
grade
Preferred source (of 2)‎

Light stretch algorithm for image quality enhancement

ACM International Conference Proceeding Series
2018 | Conference paper
EID:

2-s2.0-85055544346

Contributors: Ngo, D.; Lee, S.; Kang, B.
Source: Self-asserted source
Dat Ngo via Scopus - Elsevier

Peer review (44 reviews for 10 publications/grants)

Review activity for Computers in biology and medicine. (1)
Review activity for Cybernetics and systems. (1)
Review activity for IEEE access : (1)
Review activity for Information fusion. (1)
Review activity for Journal of atmospheric and oceanic technology. (1)
Review activity for Journal of atmospheric and oceanic technology. (2)
Review activity for Pattern recognition. (1)
Review activity for Remote sensing. (22)
Review activity for Sensors. (13)
Review activity for The imaging science journal (1)