研究主題

 1. Image/Video Compression and transmission :

  • Image/video processing
  • H.264/HEVC video encoder/decoder
  • 3D AVC, 3D HEVC for 3D video
  • 2D/3D video quality assessment (VQA)

 2. 3D video and 3DTV-related :

  • Stereo matching/depth estimation for two-view to multi-view conversion
  • Automatic 2D-to-3D stereo video conversion
  • Semi-automatic 2D-to-3D stereo video conversion
  • Stereo and multi-view video coding
  • Depth video coding
  • DIBR (Depth-image-based rendering) technique for view synthesis
  • Light field image processing
  • Free viewpoint TV (FTV)

 3. Video surveillance system :

  • Machine learning/Deep learning approach for anomaly event detection
  • Deep learning for human’s pose/action recognition

 4. Medical Processing :

  • Endoscopic (內視鏡) image/video analysis for MIS (Minimally Invasive Surgery, 微創手術)
  • HDR (high dynamic range) imaging for endoscopic imaging
  • 2D-to-3D video conversion for endoscopic video
  • 3D pose estimation for instruments in MIS

 5. ADAS (Advanced Driver Assistance System) applications :

  • Stereo vision on the car
  • Distance estimation of front vehicle and ACC (Adaptive cruise control) system

 6. Intelligent Robot Vision :

  • Deep learning for 6-axis industrial robot pick-and-place, random bin picking
  • Deep learning for grasp position optimization
  • Deep learning for object recognition and picking for humanoid/service robots
  • RGB/RGBD sensing for industrial/service robots

 7. Deep learning applications :

  • Deep learning for 3D human skeleton extraction
  • Deep learning for skeleton-based human action recognition/prediction
  • Deep learning for 6DoF object pose estimation
  • Deep learning for head pose estimation
  • Deep learning for Wind/Solar power forecasting
  • Deep learning for medicine Drug-Drug Interaction (DDI) and Adversary Reaction (ADR) prediction

 8. Others :

  • Algorithm/hardware design of infrared image tracker
  • Multispectral/Hyperspectral image processing and recognition for ATR system
  • VR/AR system in education/learning/exercising