2/06/2015 | pag. 1 Department of Electronics & Informatics (ETRO) Contact: Prof. Jan Cornelis Email:...

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03/15/22 | pag. 1 Department of Electronics & Informatics (ETRO) Contact: Prof. Jan Cornelis Email: [email protected] – Tel: +32 2 6292931
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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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1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005

Year

AAP

Consulant

Resident

IMEC

PostDoc

PhD

ATP

BAP

ZAP

VUB-ETRO04/18/23 | pag. 4

Industrial Collaborations

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

04/18/23 | pag. 6

IRIS – Multimedia Group

Peter Schelkens, Adrian Munteanu

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. 11

Scalable Coding and Animation of 3D Graphics

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)