Professor of Sungkyunkwan University
School of Electronic & Electrical Engineering (전자전기공학부), Department of Electrical & Computer Engineering (전자전기컴퓨터공학과), Department of Intelligent Robotics (지능형로봇학과)
Educations
Book and Translations
2024.08
Samsung Electronics
The Quantification ofVulnerability and Uncertainties of Deep Learning Models
2024.02
Samsung Electronics, Mobile Experience Visual AI group
Robust Object Detection under Harsh Autonomous-Driving Environments
2024.02
Samsung Medison
Predictive and Generative Model Techniques for Ophthalmic Disease Using Fundus Image Data
2023.08
free-lance
Deep Learning Approaches for Future Prediction in Face Aging and Ophthalmic Disease Progression
2022.02
Postdoc in Sungkyunkwan University, Korea
Analysis of Color Space and Effects of Jitter on Shape from Focus
2022.02
Research Professor in Gacheon University, Korea
Robust Deep Learning Algorithms for Weakly Supervised Object Detection and Semantic Video Segmentation
2019.02
Professor in Balochistan University of Information Technology, Engineering, and Management Sciences (BUITEMS), Pakistan
Resource Allocation for Cluster-based M2M in Vehicular Networks
2019.02
Samsung Electronics, Semiconductor Division
Deep Learning based Pedestrian Detection with Impulse Denoising Technique
2018.02
Samsung Electronics, Network Division
Wireless Network Coding and Applications : Multimedia Content Delivery and Beyond
2017.08
Postdoc in US., UNC-Chapel Hill
Segmentation of Noisy and Inhomogeneous Images Based on Active Contour and Deep Learning
2012.02
Samsung Electronics
Scalable Video Transmission over MIMO based Wireless Network
2010.02
Director, MediaTek USA Inc.
Resource Management for Mobility in OFDMA Femtocell Networks
2007.08
Samsung Electronics
Cross-Layer Transmission Control for Prioritized Video over Wireless Networks
2024.02
Ph.D. Student
Generalized Deep Learning Model for Restoration of Images Degraded under Mulitple Degradations
2024.02
Samsung Electronics, Semiconductor Division
CDPW-S3R3: Self-supervised super-resolution imaging using conditional diffusion model
2023.08
MEITU MTLab
GAN-based Deep Identity and Structure Feature Refinement Network for Facial Image Inpainting
2022.08
Samsung Electronics
Graph Structure Learning with Edge-Connection Dynamics
2022.08
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Detection of face features using adapted triplet loss with biased data
2020.08
Samsung Electronics
Reinforcement Learning for Adaptive Bitrate Control with in Mirroring
2020.08
Ph.D Candidate in Chennam University, Korea
Cross-linked Fully convolution-DenseNet for Volumetric Segmentation of Brain MRI
2019.08
Tilda
Development of Particulate Matter Prediction Modeling Based on Deep Learning
2016.02
KT Research Center
A weighted joint filter application for upsampling and quality enhancement of virtual view synthesis in MVD based video system
2016.02
Hyundai Motors
A weighted joint filtering for upsampling and quality enhancement in MVD based video system
2015.08
LG CTO
Improved network coding for QoE
2014.02
Hyundai Mobis
Analysis of network coding for scalable video transmission
2014.02
Samsung Electro-Mechanics
Analysis depth map deblocking filter and error concealment method for Multi-view plus Depth Video
2014.02
Samsung Electro-Mechanics
Enhancement methods of depth video usinf labelng and filtering
2014.02
Samsung Electronics
3D Video Quality Enhancement Using Depth Maps Based on Human Visual System (HVS)
2013.02
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Test performance improvement on Protocol Conformance Test with automation test environment
2012.02
Samsung Electronics
Video-aware networking coding over MIMO relay network
2012.02
Samsung Electronics
Resource management analysis in celluar femtocell networks
2012.02
Samsung Electronics
An Analysis for Delay Elements of Channel Zapping in IPTV System
2012.02
LG CTO
Optimized H.264/SVC video transmission using channel coding method in varying network environment
2011.08
STX
No-reference video-quality assessment for H.264/AVC and scalable extension video
2011.02
Samsung Electronics
Adaptive spanning tree algorithm in HDMI Ethernet channel network
2011.02
LG Electronics
Analysis of Hidden Node Problem in Multihop Networks based on IEEE 802.11 Wireless LAN
2011.02
Samsung Electronics
Resource allocation analysis in OFDMA femtocells using fractional frequency reuse
2011.02
SK Telecom
SVC video transmission using channel coding method for video quality optimization
2010.02
Samsung Electronics
Perceptual quality assessments over packet video network
2010.02
Samsung Electronics
Resource and interference management in LTE femtocell systems
2010.02
LG Electronics
Combined Mechanism using both ARQ and Scheduling for Efficient Transmission in OFDMA system
2009.02
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METHOD OF UTILIZING USER-USER INFORMATION ELEMENT AND HAND-HELD TERMINAL PERFORMING THE METHOD
2009.02
Samsung Electronics
Optimization of Multichannel HE-AAC Audio Decoder for DVB-T
2009.02
Samsung Electronics
Priority-based buffer management scheme for Quality of Service in broadband wireless access systems
2009.02
Samsung Electronics
Resource Allocation Algorithm for Proportionally Differentiated Service in OFDMA System
2009.02
Samsung Electronics
The Transmission Method over Multi-hop network and Video Quality Estimation Method for Transmission errors
2009.02
Samsung Electronics
The Study of Mobility Management for Femtocell based 3GPP LTE systems
2008.02
SK C&C
Efficient motion vector refinement on MPEG-2 to H.264/AVC Transcoding
2008.02
KEPCO
The Application of Local Wireless Bridge System in 23kV-y Distribution Line Automation
2008.02
Ssangyong Information & Communication Corp.
Proportional-rate QoS scheduling algorithm in OFDMA systems
2007.08
LG Mobile Comm. Research Center
Enhanced MAC and Routing algorithms in Wireless multi-hop networks
2007.02
Samsung Electronics
Optimized Error Control Scheme for Video Streaming in Wireless Environments
2006.08
Samsung Electronics
Multipath Routing Protocol with Consideration of QoS Parameter in Wireless Multihop Networks
2006.02
Samsung Electronics, DMC
Optimal Encoder Parameters for Transmitting H.264 Encoding in Wireless Channel
2005.02
LG Mobile Comm. Research Center
Packet scheduling mechanism for QoS enhancement
2005.02
LG Mobile Comm. Research Center
QoS-Aware Scheduling for Multimedia Services in Wireless Networks
2003.08
Patent office
QoS-Aware Call Admission Control for Multimedia Service in CDMA Networks