Research output per year
Research output per year
Personal profile
Education
1995 Ph.D., KAIST
1990 M.S., KAIST
1988 B.S., Korea University
1990 M.S., KAIST
1988 B.S., Korea University
Professional Experience
• (1995-2003) Chief Research Engineer of Digital TV Research Institute, LG Electronics
• (2003-present) Professor of Department of Computer Engineering, Sejong University
• (2013-2016) Chief Director of Information Services & Technology Center, Sejong University
• (2019-2020) Chief Director of Sejong-MOOC Center, Sejong University
• (2020-2021) Dean of Colloge of Software Convergence
• (2021-present) Dean of Office of Library and Informations, Sejong University
• (2003-present) Professor of Department of Computer Engineering, Sejong University
• (2013-2016) Chief Director of Information Services & Technology Center, Sejong University
• (2019-2020) Chief Director of Sejong-MOOC Center, Sejong University
• (2020-2021) Dean of Colloge of Software Convergence
• (2021-present) Dean of Office of Library and Informations, Sejong University
Research Interests
• Computer Vision, Deep Learning Structure, Visual Recognition Connectome
Major Research Achievements
• Studies on the optimal color correction methods for color vision deficiency.
• Studies on the optimal model among various Neural Network models using Monte-Carlo Tree search.
• Studies on the hardware designing of multiple-face detection architecture. Especially, the novel face detection engine is patented in the USA and Korea.
• Studies on the convolutional Neural Network with visual cortex in human brain.
• Studies on the optimal model among various Neural Network models using Monte-Carlo Tree search.
• Studies on the hardware designing of multiple-face detection architecture. Especially, the novel face detection engine is patented in the USA and Korea.
• Studies on the convolutional Neural Network with visual cortex in human brain.
URL
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Deep Learning based Facility Drain Inspection using Class Balancing with Synthesized Image Generation
Lee, A. H., Abdullah, M., Seohyun, J. & Han, D., 2022, 2022 IEEE International Conference on Consumer Electronics-Asia, ICCE-Asia 2022. Institute of Electrical and Electronics Engineers Inc., (2022 IEEE International Conference on Consumer Electronics-Asia, ICCE-Asia 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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GAN based Visible to Thermal Image Translation
Abdullah, M., Lee, A. H. & Han, D., 2022, 2022 IEEE International Conference on Consumer Electronics-Asia, ICCE-Asia 2022. Institute of Electrical and Electronics Engineers Inc., (2022 IEEE International Conference on Consumer Electronics-Asia, ICCE-Asia 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Generating synthetic disguised faces with cycle-consistency loss and an automated filtering algorithm
Ahmad, M., Cheema, U., Abdullah, M., Moon, S. & Han, D., 1 Jan 2022, In: Mathematics. 10, 1, 4.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Heterogeneous Visible-Thermal and Visible-Infrared Face Recognition Using Cross-Modality Discriminator Network and Unit-Class Loss
Cheema, U., Ahmad, M., Han, D. & Moon, S., 2022, In: Computational Intelligence and Neuroscience. 2022, 4623368.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
One-Shot Synthetic Disguised Face Generation to improve Robustness against Disguise Attacks
Ahmad, M., Abdullah, M. & Han, D., 2022, ITC-CSCC 2022 - 37th International Technical Conference on Circuits/Systems, Computers and Communications. Institute of Electrical and Electronics Engineers Inc., p. 1038-1041 4 p. (ITC-CSCC 2022 - 37th International Technical Conference on Circuits/Systems, Computers and Communications).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review