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Projects

2024

  • Intelligent High Realistic Visual Processing for Smart Broadcasting Media (8th Year) ​

  • Learning Neural Radiance Fields of Images and Videos from Single-View Cameras and Multiview Cameras (3rd Year)

  • Deep-learning-based Illegal Ship and Contaminant Detection in Ocean SAR Imagery (2nd year)

  • SAR-to-EO Image Translation

  • AI-based Computer Vision Study for Satellite Image Processing and Analysis (1st Year)

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2023

  • Intelligent High Realistic Visual Processing for Smart Broadcasting Media (7th Year) ​

  • Learning Neural Radiance Fields of Images and Videos from Single-View Cameras and Multiview Cameras (2nd Year)

  • Optical Flow (OF) Estimation with a Lightweight Transformer and OF-based Depth Estimation

  • Motion Trajectory aware Transformer for Video Restoration

  • Deep-learning-based Illegal Ship and Contaminant Detection in Ocean SAR Imagery (1st year)

  • Compressing NERF networks

  • Deep Learning based Image/Video Quality Restoration (3rd Year)

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2022

  • GAN-based Satellite Image Restoration (Deep SAR Image Colorization) - 2nd year 

  • Deep Learning based Simulated SAR Image Restoration and Target Detection/Recognition (3rd Year)

  • Intelligent High Realistic Visual Processing for Smart Broadcasting Media (6th Year) ​

  • Deep Learning based Image/Video Quality Restoration (2nd Year)

  • Heritage Image Restoration (2nd Year)

  • Learning Neural Radiance Fields of Images and Videos from Single-View Cameras and Multiview Cameras (1st Year)

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2021

  • Abnormal Behavior Detection and Understanding for Group People (2nd Year)     

  • GAN-based Satellite Image Restoration (Deep SAR Image Colorization) 

  • Deep Video Depth Estimation 

  • Deep Learning based Simulated SAR Image Restoration and Target Detection/Recognition (2nd Year)

  • Intelligent High Realistic Visual Processing for Smart Broadcasting Media (5th Year)

     (Object-Saliency-Oriented Super-Resolution, Extreme Video Frame Interpolation, Video/Image Colorization) ​

  • Deep Learning based Image/Video Quality Restoration (1st Year)

  • Heritage Image Restoration

  • Video Frame Prediction for Abnormality Detection with Semiconductor Applications

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2020

  • Abnormal Behavior Detection and Understanding for Group People (1st Year)     

  • CNN-based Satellite Image Restoration (Deep PAN Colorization) 

  • Deep Video Compression

  • Deep Learning based Simulated SAR Image Restoration and Target Detection/Recognition (1st Year)

  • Intelligent High Realistic Visual Processing for Smart Broadcasting Media (4th Year)

     (Image/Video Super-Resolution, Frame Interpolation, Depth Estimation, HDR Reverse Tone Mapping, GAN-based Video Gene

​

2019

  • Birds Counting using Deep Learning Networks

  • Deep Convolution Neural Networks for Joint Learning of Super-Resolution and Frame-Rate Up-Conversion  

  • CNN-based Image Super-Resolution and Dehazing for RGB+NIR

  • CNN-based Satellite Image Super-Resolution 

  • Mobile Video Super-Resolution with Low-Complexity and High-Performance

  • Intelligent High Realistic Visual Processing for Smart Broadcasting Media (3rd Year) 

  • 5th Generation Video Coding - Deep Pre- and Post-Processing for Video Compression (4th Year)

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2018

  • Satellite Image Super-Resolution using Convolutional Neural Networks and Generative Adversarial Networks 

  • Deep Demosaicking and Noise Reduction Networks for Camera ISP

  • Deep Convolutional Neural Networks based Noise Reduction and Super Resolution 

  • Low-Complexity and High-Performance Image Restoration

  • Video Compression using Deep Neural Networks for Very Low Bit Rate Transmission

  • CNN-based Target Detection and Recognition

  • Intelligent High Realistic Visual Processing for Smart Broadcasting Media (2nd Year) 

  • 5th Generation Video Coding - Deep Pre- and Post-Processing for Video Compression (3rd Year)

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2017

  • Deep Convolutional Neural Networks based Coding Artifact Reduction and Super-Resolution for Video Coding

  • Machine Learning and Deep Learning for Next-generation Ultra High Definition Video Compression and Processing (1st Year)

  • Intelligent High Realistic Visual Processing for Smart Broadcasting Media (1st Year) 

  • 5th Generation Video Coding - Deep Learning based JND Modeling (2nd Year)

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2016

  • Multi-Slice Rate Control for HECV 

  • Super Resolution using Machine/Deep Learning

  • 5th Generation Video Coding - JNQD based Perceptual Video Coding (1st Year)

  • Frame Rate Up-Conversion using Machine/Deep Learning

​

2015

  • Acceleration and Parallelization of Encoding/Decoding Process for HECV SoC (2nd Year)

  • Low-complexity HEVC for UHD Video Encoding (4th Year)

  • Visual Perception Modeling and Retargeting of High Dynamic Range and  Wide Color Gamut Image and Video (2nd Year) 

  • Full-HD-to-UHD Perceptual High Quality Super Resolution

  • Low-complexity Super Resolution and HDR Tone Mapping

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2014

  • HEVC (High Efficiency Video Coding) based 3D Perceptual Video Coding (4th Year)

  • Acceleration and Parallelization of Encoding/Decoding Process for HECV SoC (1st Year)

  • Low-complexity HEVC for UHD Video Encoding (3rd Year)

  • Visual Perception Modeling and Retargeting of High Dynamic Range and  Wide Color Gamut Image and Video (1st Year) 

  • Machine Learning based Context Reasoning for Image/Video Analysis and Understanding 

​

2013

  • HEVC (High Efficiency Video Coding) based 3D Perceptual Video Coding (3rd Year)

  • Acceleration and Parallelization of Encoding/Decoding Process for HECV SoC (3rd Year)

  • Knowledge based TV Program Recommendation and TV Social Networking for Smart TV Interaction (3rd Year)

  • Statistical Learning based Topic Modeling and Extraction for Semantic TV Program Recommendation (3rd Year)

  • MPEG 3D Video Coding

  • Machine Learning based Facial Image Analysis and Understanding

  • PSNR/SSIM Estimation on HEVC and AVC compressed Bitstreams for Visual Quality Assessments

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2012

  • HEVC (High Efficiency Video Coding) based 3D Perceptual Video Coding (2nd Year)

  • Acceleration and Parallelization of Encoding/Decoding Process for HECV SoC (2nd Year)

  • Knowledge based TV Program Recommendation and TV Social Networking for Smart TV Interaction (2nd Year)

  • Statistical Learning based Topic Modeling and Extraction for Semantic TV Program Recommendation (2nd Year)

  • MPEG 3D Video Coding

  • Rate-Distortion Modeling and Rate Control for HEVC

  • PSNR/SSIM Estimation on HEVC and AVC compressed Bitstreams for Visual Quality Assessments

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2011  

  • HEVC (High Efficiency Video Coding) based 3D Perceptual Video Coding

  • Acceleration and Parallelization of Encoding/Decoding Process for HECV SoC

  • Knowledge based TV Program Recommendation and TV Social Networking for Smart TV Interaction

  • MPEG-2 Compatible High Efficiency Stereoscopic Video Codec for Hybrid Broadcasting

  • Statistical Learning based Topic Modeling and Extraction for Semantic TV Program Recommendation

 

2010

  • User Preference based Automatic Recommendation of (IP)TV Program Contents for Smart TV

  • High-performance Video Codec for UHDTV

  • 4K-UHD and Stereoscopic Video Quality Assessment

  • Automatic Object Detestion adn Tracking in H.264 Bitstream Domains for Smart Surveillance Systems

  • Graph-based SVC Layered Protections

 

2009

 

  • IPTV Personalization

  • High-performance Video Codec for UHDTV

  • Development of MPEG Professional Archival Application Format Standardization and Reference Software

 

2008

  • A Next-generation Video Coding for Ultra High Definition Television (UHDTV) 

  • Design and Real-time Implementation of H.264|MPEG-4 Part 10 AVC and SVC 

  • Modeling Rate-Distortion Costs for Fast Sub-pel Motion Estimation in AVC/SVC 

  • Design and Real-time Implementation of SVC Extended Spatial Scalability (ESS) Encoder 

  • A New Profile Study for MPEG-4 Advanced Video Coding (H.264) tools for 3G Video Telephony 

  • A Rate-Control Scheme with ROI (Region-Of-Interest) using MPEG-4 Advanced Video Coding (H.264) tools for Video Telephony 

  • Design and Implementation of an ROI-featured AVC Codec for Video Telephony 

  • Personalized Recommendation of IPTV Programs using Collaborative Filtering 

  • Automatic IPTV Program Scheduler Recommendation using Sequential Pattern Mining 

  • ISO/IEC 23000-4 2nd Edition - Protected Musical Slideshow Application Format 

 

2007

  • AVC|H.264 Software Encoder Optimization 

  • Layared Protection Approach for SVC Video 

  • Scalable Video Coding Software Encoder Optimization 

  • Object based DMB Content Authoring: Object Tracking in H.264/AVC Bitstream  

  • Technology Standardization of the SVC Error Resilience

  • Development of Video Surveillance Multimedia Application Format (MAF) Standardization and Reference Software 

  • Development of Digital Multimedia Broadcasting (DMB) Multimedia Application Format (MAF) Standardization and Player Reference Software 

  • System Developement of Additional Contents Production through Analyzing the Broadcasting Contents

 

2006

  • Standardization Technology of MPEG-A: MPEG Application Format 

  • Standardization Technology of Personally Customized DMB Applications

  • MPEG-E: MPEG Multimedia Middleware (II)

  • SmarTV: Development of an Automatic Personal TV Scheduling algorithm 

​

2005

  • Processing and Protection of MPEG-4 Scalable Video Coding

  • Protection of Mobile Multimedia Contents 

  • Standardization Technology of MPEG-21 IPMP and Extensions 

  • Standardization Technology of MPEG-E: MPEG Multimedia Middleware 

  • SmarTV: Development of an User Profile Reasoning Algorithm for targeted Advertisement 

  • Study on Personal Customized Broadcasting in Open Networks

 

2004

  • Standardization of MPEG-21 IPMP and Extensions

  • MPEG-21 based Content Protection for Broadcasting Environments 

  • Development of An Intelligent User Information Terminal for Digital Home Applications 

  • SmarTV: Development of an pEPG: personal EPG for Intelligent Broadcasting Services 

 

2003

 

  • MPEG-21 Digital Item Adaptation and Processing

  • Development of DMB based Mobile Multimedia Applications 

  • Ubiquitous Video

2002

  • MPEG-7 Authoring Tools

  • Harmonization of ATSC-DASE, DVB-MHP and OpenCable-OCAP for a Universal Data Broadcasting Terminals

  • Intelligent Walkman

2001

  • MPEG-7 Authoring Tools

  • Harmonization of ATSC-DASE, DVB-MHP and OpenCable-OCAP for a Universal Data Broadcasting Terminals

  • Intelligent Walkman

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