2/06/2015 | pag. 1 Department of Electronics & Informatics (ETRO) Contact: Prof. Jan Cornelis Email:...
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Transcript of 2/06/2015 | pag. 1 Department of Electronics & Informatics (ETRO) Contact: Prof. Jan Cornelis Email:...
04/18/23 | pag. 1
Department of Electronics & Informatics (ETRO)
Contact:
Prof. Jan Cornelis
Email: [email protected] – Tel: +32 2 6292931
VUB-ETRO04/18/23 | pag. 2
Department of Electronics and Informatics (ETRO)
• 138 Collaborators (50% from outside Belgium, 18 nationalities)• Project portfolio 4M€/year (7,5 % of VUB R&D budget in 2005)• Extensive patent portfolio (1/3 of VUB patents in 2005)• Over 50 running partnerships with large companies and SMEs• Associated lab in IBBT, IMEC, IncGeo and DISC• www.etro.vub.ac.be
ETROETRO
IRIS DSSPDSSP LAMILAMI TELETELE
IBBTIBBT
FundamentalResearch
Strategic& AppliedResearch IMECIMEC IncGEOIncGEO DISC
VUB-ETRO04/18/23 | pag. 3
ShowcaseDept. of Electronics and Informatics – Vrije Universiteit Brussel
Personnel ETRO (in FTE)
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Year
AAP
Consulant
Resident
IMEC
PostDoc
PhD
ATP
BAP
ZAP
VUB-ETRO04/18/23 | pag. 5
Department of Electronics and Informatics (ETRO)Image Processing Research Team (IRIS)
• Key competences– Image and video processing– Multimedia coding and
transmission– Machine & computer vision– Pattern recognition
• Applications – multimedia applications, medical imaging, e-Health, industrial visual inspection, humanitarian demining, remote sensing, Positioning and tracking technologies
• Success Stories– Adoption of technologies by JPEG and MPEG-
standards– European expertise centre for humanitarian demining
VUB-ETRO04/18/23 | pag. 7
Focus Scalability and Error Resilience
Internet
Residential Network
Residential Gateway
VUB-ETRO04/18/23 | pag. 8
Scalable Image Coding
• DCT-based techniquesDCT-based techniques– JPEGJPEG
• Wavelet-based codingWavelet-based coding– QT-LQT-L– JPEG2000 (JP3D, JPIP & JPSearch)JPEG2000 (JP3D, JPIP & JPSearch)– Region-of-interest CodingRegion-of-interest Coding
• Coding basedCoding basedon new geometric transformson new geometric transforms– Edgelets, Curvelets, Contourlets … Edgelets, Curvelets, Contourlets … – Advanced Image Coding (AIC)Advanced Image Coding (AIC)
VUB-ETRO04/18/23 | pag. 9
Scalable Video Codingspatial resolution
temporal resolution
4CIF
CIF
QCIF
7.5153060
bit-rates
high
low
VUB-ETRO04/18/23 | pag. 10
Scalable Video Coding
• Advanced motion estimation and compensation– Multi-hypothesis ME/MC (variable block size, subpixel accuracy,
multiple reference frames …)– Motion compensated temporal filtering– Spatial and wavelet domain approaches– Deblocking techniques
• Scalable motion vector coding• Spatial transforms
– DCT– Wavelets – New geometrical transforms
• Entropy coding• Rate-distortion optimisation techniques (e.g. LRA)• Transcoding
– E.g. MPEG-2 to MPEG-4 AVC• Multiview video coding (MVC)
MPEG-7
MPEG-21
MPEG-4AVC
MPEG-1
MPEG-2
MPEG-4
ISO/ IEC
CD-ROM
DVD, Digital TV, HDTV
Multimedia: Baseline,AVC, SVC, MVC, AFX
H.261
H.263(+)
ITU-T
ISDN Videoconferencing
Desktop/mobile video telephony
Metadata
DRM, DIA,…
H.262
H.264
VUB-ETRO04/18/23 | pag. 12
Error Resilient Coding
• FEC, LDPC …
• Joint-Source Channel Coding– RD optimisation strategies
(a) (b) (c) (d)(a) (b) (c) (d)1 iteratie 10 iteraties 20 iteraties 30 iteraties
Transmission of uncoded image in packets of 600 bytes over a BEC with 30% erasures and protection with a regular (3,6)-LDPC code
VUB-ETRO04/18/23 | pag. 13
Multiple Description Coding
• MD of texture and motion data
• MD Quantisers
• RD optimisation strategies
Coder
Description 1
Description 2
Received
Received
Original Image
Error
Error
Selected information
Selected information
Decoder
Decoded Image
VUB-ETRO04/18/23 | pag. 14
Distributed Source Coding
• DVC is a potential solution to meet new requirements for video coding– Allows sharing complexity between encoder and decoder– Has inherent robustness against errors– Allows for distributed processing
• Architectural studies• RD Optimisation strategies
VUB-ETRO04/18/23 | pag. 15
E-mobility: Research interests
• What is of interest for us:– Research on Mobile Multimedia, and in
particular on coding systems enabling Mobile Multimedia
– Providing optimized End-to-End Quality of Experience in multimedia systems deployed over heterogeneous networks
– Context awareness (e.g. providing accurate localization services in buildings)