Prof. Chien directs Media IC & System Design Lab. The research area includes multimedia signal processing systems, multimedia VLSI design, and System-on-a-Chip design methodology. The research level is from algorithm level, hardware architecture level, to system level. The current research directions of Media IC & System Design Lab are intelligent video signal processing systems, image signal processing systems, graphics processing unit design, and image/video coding systems.
See Prof. Shao-Yi Chien's Homepage
Pose Estimation/Tracking, Pose Engine Design
New Multi-Target Multi-Camera Tracking Dataset & Domain Adaptive Federated Learning on Person Re-ID
Localization in Wide Area for Augmented Reality Systems
Landmark detection/gesture recognition/Human reconstruction
On-line learning for federated learning edge
Image signal processing (eye tracking) on DVS sensor
Robust audio-visual SE, audio-visual synthesis
Efficient Video Inference/ Efficient Hardware Backbone for Distributed Intelligence
Localization in Wide Area for Augmented Reality Systems
Hardware‑Oriented Deep Learning Model Compression
Remote Eye Tracking for DMS/Landmark Detection
3D Reconstructions of Indoor Scenes
Controllable Dynamic Multi-task Architecture with Edge-cloud Collaboration
Hardware Accelerators for Landmark Detection/Facial Expression/Gesture Recognition/Human Reconstruction
AI accelerator for SLAM/VO
Hearing aids based on smart glasses
Distributed visual localization
Egocentric human pose estimation
System-on-chip, Video Signal Processing
DVT System & Architecture Design
MPEG2 -> H.264 Transcoding Tracing Beauy Information
Graphics Hardware, Efficient Rendering Technique/Architecture
Interactive Global Illumination, Ray Tracing
Computer Vision, Augmented Reality
Computational photography, Computer vision
Sprite Image Generation, Sport Video with Sprite Coding
Intelligent Video Signal Processing Algorithm & Implementation, System on Chip
Intelligent Video: Video Object Segmentation, Face Detection and Recognition
Computer Graphics Arithmatic & Hardware Impletmentation, Video Signal Processing
Video Segmentation, Sprite Generation
Graphics: Tile-Based Rendering, Visibility Culling
Image Processing, DSP System & Architecture
GPU-assisted Scientific Computation, Graphics Hardware Design
Image Processing, DSC Demosaicking
Graphics Architecture : Low Power Texture System Design
Flexible Electronics & Asynchronous Circuit Design
Flexible Electronics & Its Digital Applications
Frame rate up conversion algorithm and hardware design for LCD display
Intelligent video surveillance system
Image Processing, Reconfigurable Architecture
Computer Architecture, Parallel Programming, Hardware Architecture, Computer Vision
Low-Level Vision, Computational Photography
Gaze-Driven Human Computer Interface
Image compression, Super-Resolution Imaging, VLSI Digital Circuit
Eye Tracking and Gaze Estimation
Low Precision Convolutuon Neural Network Optimization and Architecture
Intelligent Video Surveillance, Person Re-Identification
Bilateral Nearest Neighbor Fields in Video
Re-Identification and multi-camera tracking
Distributed Computing and Network Optimization
Computational Photography on Multi-core MERIT
Pose Estimation/Tracking, Pose Engine Design
Pose estimation/tracking, pose engine design
Gaze-contingent display/CV task on multi-core MERIT
Vehicle re-identification
Neural network optimization/cascade NN/NN fusion, Light-weight edge neural network processor
pose estimation/tracking, relocalization
General marker system design with hardware acceleration
Audio/visual facial expression
DNN accelerator architecture, Hardware Simulator Configuration Optimization, Multimedia Forensics
Foveated streaming + Resolution enhancement for VR
DNN Accelerator Architecture