Presentation is loading. Please wait.

Presentation is loading. Please wait.

Multimedia Technology Research in HKUST

Similar presentations


Presentation on theme: "Multimedia Technology Research in HKUST"— Presentation transcript:

1 Multimedia Technology Research in HKUST
Oscar Au (PhD, Princeton University) Dept. of ECE, HKUST Clearwater Bay, Hong Kong Tel:

2 Oscar Au’s background BA Sc - Toronto (82-86), MA/PhD/Postdoc - Princeton (86-92) Professor, HKUST (1992 to now). Director, Multimedia Technology Center, HKUST. Associate Editor of 6 journals: IEEE TCSVT, IEEE TIP, IEEE TCAS-1, JSPS, JMM, JFI Chair of IEEE CAS MSATC, Vice Chair/Chair of IEEE SP MMSP TC, member of IEEE CAS VSPC/DSP TC, IEEE SP IVMSP TC, IEEE ComSoC MMTC Steering Committee of IEEE TMM/ICME. IEEE Fellow/DLP. General Chair, PCM 2007/PV 2010/ICME 2010. Host MPEG in 1/2005. 320 technical papers. 80 patents filed. 9 granted. 3 book chapters. 67 MPEG/HEVC/AVS contributions. Several accepted into MPEG4, AVS and HEVC. Forensic expert. 7 press conferences. Talks/media interviews.

3 My multimedia expertise
Video: coding (MPEG-1/2/4, H.261/3/4, AVS), transcoding, enhancement, error resilience/concealment, denoising, deinterlacing, HDR, SVC, MVC, 3DTV, DVC, GPU video processing, depth estimation, view interpolation, subpixel rendering, white balancing, color demosaicking, compressive sensing, light weight encryption, watermarking, motion estimation, rate control, perceptual quantization Image: coding (JPEG, JPEG2000), watermarking, restoration, enhancement, processing Audio/speech: coding, watermarking, processing Special achievement: Our fast motion estimation technology was accepted into MPEG-4. Up to 8000 times faster with same quality. First ever in Hong Kong and China.

4 Video Processing Standard-based image/video compression for SDTV/ HDTV: MPEG-1/2/4, H.261/3/4, AVS, HEVC, etc. Patented technologies accepted into standard: 1 for MPEG-4, 2 for AVS, 2 for HEVC Video transcoding, ITF, HKD 4,000,000, contract research Watermarking, light-weight encryption, forensics: ~10 patents, ITF, HKD 7,000,000. Fast motion estimation, ~5+ patent, HKTIIT, HKD 10,000,000 3DTV, free viewpoint TV, distributed/scalable Video coding Denoising, deinterlacing, error resilience, enhancement Hardware-friendly algorithms for GPU and ASIC, Vision chip ~80 patents, IEEE Fellow, Associate Editors

5 Image Processing Capture / Display - subpixel processing (contract + GRF, HKD 1,000,000) High dynamic range (HDR) imaging Subpixel rendering Automatic white balancing (AWB) Color interpolation (demosaicing) Denoising, enhancement, restoration Watermarking, data hiding, forensic Halftone image Texture synthesis Segmentation,

6 Video coding (encoder optimization)
Fast motion estimation, PMVFAST Fast subblock ME Fast multi-frame ME Subpixel ME Fast intra-prediction Luma/chroma coding Rate control (block level), R-D modeling Rate allocation (frame level)

7 Video coding related issues
Denoising – temporal, spatial, inter-color Deinterlacing Deblocking Color processing Transcoding Error resilience

8 GPU/Hardware GPU-based processing ME, intra prediction
Hardware architecture (SW/HW co-design) ME, deblocking, demosaicking, Filtering, subpixel rendering Data dependency, data loading, data re-use, low power, low latency, reconfigurability

9 Beyond simple video coding
Scalable video coding Distributed video coding Multiview video coding Intra-prediction Subblock motion estimation Multiple reference frame motion estimation Subpixel motion estimation Rate control JPEG2000 optimization

10 Imaging Demosaicking Automatic white balancing Color correction
Subpixel rendering High dynamic range imaging Compressive sensing Audio: variable speed playback Audio: coding, MP3, AAC HE, SBR Speech: recognitions

11 Security/forensics/others
Image/halftone watermarking Attacks and steganography Capacity estimation Image forensics Light-weight encryption Encrypted domain processing


Download ppt "Multimedia Technology Research in HKUST"

Similar presentations


Ads by Google