Research Topics

Deep Learning and Artificial Intelligence for Computer Vision
■ Visibility Restoration (IEEE TIP)
■ Object Detection (IEEE TPAMI, [Impact factor: 17.73, Ranking: 1/266=0.37%])
■ Generative Models
■ Transfer Learning
■ Classification and Regression

Smart Car
■ Smart Car Platform (GitHub) (IEEE CIM)
■ Human-Computer Interaction (IEEE VTM)
■ Autopilot Design
■ Smart Car Applications
■ Machine Learning and Data Analytics

Mobile Applications and Systems
■ Android Platform Development and Design (BlueNet) (Driver) (italkutalk)
■ iPhone and iPad SDK Development and Design (BlueNet) (italkutalk)
■ Database Management System

Cloud Computing and Big Data Analytics
■ Carpool Service Problems (IEEE FTS) (IEEE TITS) (IEEE TITS) (IEEE TC)
■ Modeling Social Networks
■ Computer Graphics and Visualization Techniques
■ Machine Learning and Data Mining
■ Mobile Social Multimedia Analytics

Intelligent Video Surveillance Design
■ Moving Objects Detection for CCTV Systems (IEEE TCSVT) (IEEE TNNLS)
■ Image Enhancement(IEEE TIP)(IEEE TIP)(IEEE JDT)
■ SW/HW Co-design of Motion Detection
■ Classification and Activity Analysis
■ Pedestrian and Vehicle Recognition

Video and Image Processing Design
■ Visibility Restoration (IEEE TITS) (IEEE TCSVT) (IEEE TIE)
■ Video Codec Design
■ SW/HW Co-design of Digital TV Terminal using Platform-based FPGA
■ Distributed Video Coding Design
■ Wavelet-based Video Codec Design
■ Scalable Video Streaming Systems

Augmented and Virtual Reality Systems Design and Development
■ Analysis and classification of 2D and 3D Images
■ Digital Image and Video Databases
■ Multimedia Information Retrieval Frameworks
■ Interactive User Interface and Experience Design
■ Global Illumination, Image and Video Based Rendering