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Institute of Electronics Faculty of Electrical, Electronic, Computer and Control Engineering Lodz University of Technology 2016 1

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Page 1: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

Institute of Electronics Faculty of Electrical, Electronic, Computer and Control EngineeringLodz University of Technology

20161

Page 2: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

Lodz University of Technology (LUT)

• Established 1945

• 9 faculties

• 20 000 students

• 3 000 employees

• Courses delivered in Polish, English and French languages

• The 4th place in the Polish technical universities ranking list(2016)

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Page 3: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

The Faculty of Electrical, Electronic, Computer and Control Engineering

The largest faculty at TUL

• 4 000 students

• 150 doctoral students

• 450 employees

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Page 4: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

The Faculty of Electrical, Electronic, Computer and Control Engineering10 courses

• Electrical Engineering

• Automatic Control and Robotics

• Electronics and Telecommunications (PL+EN)

• Computer Science (PL+EN)

• Transport

• Occupational Safety Engineering

• Biomedical Engineering(PL+EN)

• Mechatronics

• Power Engineering

• Smart Buildings

ECTS label

12 Student Science Teams

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Page 5: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

Faculty Units

Institutes Departments

of Electrical Apparatus

of Microelectronics and Computer Science

of Semiconductors and OptoelectricDevices

of Electrical Engineering Systems

of Automatic Control

of Mechatronics and Information Systems

of Electrical Power Engineering

of Electronics

of Applied Computer Science

I-12

I-13

I-14

I-15

I-16

I-24

K-25

K-26

K-27

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Page 6: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

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Institute of Electronics

Established in 1975.

26 academic teachers employed

(including 5 professors)

Research specialties:

• medical electronics, biomedicalsignal and image processing

• telecommunications and teleinformatics

• thermography, power electronics

Page 7: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

7

Board of Directors

Institute of Electronics

Director

Prof. Paweł STRUMIŁŁODeputy Director, ResearchProf. Michał STRZELECKI

Deputy Director , TeachingDr. Krzysztof TOMALCZYK

Page 8: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

Medical Electronics Division

Head: Prof. Piotr SZCZYPIŃSKI

Telecommunications Division

Head: Prof. Sławomir HAUSMAN

Electronic Circuits and ThermographyDivision

Head: Prof. Bogusław WIĘCEK

8

Institute of Electronics’ structure

Page 9: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

1. Processing and analysis of biomedical signals and images

2. Development of human-machine interfaces, human-computer communicationssystems, and systems to assist people with disabilities

3. Design of electronic systems: biosignal acquisition and analysis, radio IoTmodules

4. Mathematical modeling, machine learning, and data analysis

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Medical Electronics Divisionresearch topics

Page 10: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

• Contact:

Prof. M. Strzelecki, Prof. P. Szczypiński, Dr. M. Kociński, Dr. M. Kociołek

• Software MaZda, Vesselknife

Processing and analysis of biomedical signals and images

10

S c i e n t i f i c W o r k s o f M e d i c a l E l e c t r o n i c s D i v i s i o n

Page 11: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

• Contact: Prof. P. Strumiłło

Design and development of human-machine interfaces and systems to assist people with disabilities

11

S c i e n t i f i c W o r k s o f M e d i c a l E l e c t r o n i c s D i v i s i o n

Page 12: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

• Contact: Dr. P. Poryzała, Dr. A. Królak

Systems for human-computer communications

12

S c i e n t i f i c W o r k s o f M e d i c a l E l e c t r o n i c s D i v i s i o n

Page 13: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

• Contact: Dr. A. Klepaczko

Mathematical modeling and machine learning

Analysis of MR image

3D statistical

features

Classification errors:teaching: 6/80 [7%]testing 5/60 [8%]

Classification of cirrhosis

degree

13

S c i e n t i f i c W o r k s o f M e d i c a l E l e c t r o n i c s D i v i s i o n

Page 14: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

Research projectsMedical Electronics Division

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Page 15: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

Sound of Vision – Horizont2020, Natural sense of vision through acoustics and haptics

Horizon 29020, 2015-2017

• Project Coordinator: Prof. Paweł Strumiłło

• Consortium of 9 partners: Iceland, Rumania, Poland, Italy, Hungary

• Project objective: design of personal system that will allow visually impaired users to build a rich mental image of the environment and help in independent mobility

• Realised issues: 3D scenes reconstruction (UV disparity), 3D sound,sonification, 3D printing, tests with blind persons and EEG tests.

www.soundofvision.net15

R e a l i s e d p r o j e c t s – M e d i c a l E l e c t r o n i c s D i v i s i o n

Page 16: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

NCN OPUS Grant : Interactive sonification of images dedicated to blind people

Duration: 2016-2017

• Project Coordinator: Prof. Paweł Strumiłło

• The main objective is to compare and verify algorithms of interactive sonification. The research is aimed at determining which algorithms allow for quick and correct interpretation of images which are explored by senses of touch

Sonification of images and maps for mobile devices with a touch screen

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R e a l i s e d p r o j e c t s – M e d i c a l E l e c t r o n i c s D i v i s i o n

Page 17: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

NCN Harmonia Grant: Numerical modeling of the cerebral arterial and venous blood-vessel system in macro- and mesoscale based on 3D MRI data

• Project Coordinator: Prof. Andrzej Materka

• The aim is to investigate possibilities of increasing the accuracy of numerical modelling and parameterization of the brain blood vessel system, affected by limited resolution and artefacts in magnetic resonance angiography.

• Cooperation:

� University of Jena (Germany),

� University of Bergen (Norway)

Duration: 2013-2016

17

R e a l i s e d p r o j e c t s – M e d i c a l E l e c t r o n i c s D i v i s i o n

Page 18: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

NCBiR, PBS Grant : Development of industrial methods of automatic evaluation of technological parameters and classification of grain using image analysis

Duration: 2015-2018

• Project Coordinator: Prof. P. Szczypiński

• Project objective: to develop an automatic and comprehensive technology for evaluation of grain mixture quality for the brewing industry.

• Consortium :� University of Warmia and Mazury in

Olsztyn (the leader)

� Lodz University of Technology

� Wroclaw University of Technology

� Malt-House Soufflet Poland Ltd.

18

R e a l i s e d p r o j e c t s – M e d i c a l E l e c t r o n i c s D i v i s i o n

Page 19: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

NCN ST7 / OPUS-8 Grant: Development of numerical methods for modelling and estimation of kidney perfusion using magnetic resonance imaging

• Project Coordinator: Dr. Artur Klepaczko

• Objective:

� To improve methods for estimating the parameters ofperfusion based on magnetic resonance images

� To design the simulator to visualise the perfusion of the kidney

• Cooperation:

� Prof. Arvid Lundervold, University of Bergen

� Prof. Jarle Rørvik, Haukeland University Hospital

Duration: 2015-2018

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R e a l i s e d p r o j e c t s – M e d i c a l E l e c t r o n i c s D i v i s i o n

Page 20: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

Cooperation with National Institute of Standards and Technology, Gaitchersburg MD, USA

Research topic covers:

• determination of image texture local directivity

• analysis of microscopic cell images

• texture decomposition for its more efficient interpretation

Dr. Marcin Kociołek

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R e a l i s e d p r o j e c t s – M e d i c a l E l e c t r o n i c s D i v i s i o n

Page 21: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

The FP7 UE, European Education Connectivity Solution Student’s Electronic Card

• Contact: Dr. Piotr Dębiec

Duration: 2009-2011 bazadanych

terminal dziekanatu(TD)

terminal nauczyciela(TN)

terminal jednostkidydaktycznej (TJD)

oceny z przedmiotów przydziały przedmiotówdla nauczycieli

przydziały przedmiotówdla jednostekdane osobowe

nowych studentów

programy studiów

Student portal(PS)

GradesRegistrations

Surveys

21

R e a l i s e d p r o j e c t s – M e d i c a l E l e c t r o n i c s D i v i s i o n

Page 22: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

22

Telecommunications Division

Research topics

1. Radio wave propagation modelling

2. Modelling and design of antennas and wireless communication systems

3. Body Area Networks, including sensors and e-textiles

4. Automation of complex electromagnetic compatibility measurement procedures

5. Radio waves and inertial sensors based location systems

6. Application of computational intelligence in teleinformatics networks

7. Modelling, design, and testing of specialised integrated circuits

Page 23: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

Contact: Dr. Łukasz Januszkiewicz

• Design of textile antennas

• Design of textile transmission lines

• Optimising methods of manufacturing (embroidery, PVD, printing)

• Measurement of electric/magnetic parameters of conducting materials

Textile antennas

23

R e s e a r c h w o r k s o f T h e Te l e c o m m u n i c a t i o n s D i v i s i o n

Page 24: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

Contact: Dr. Łukasz Januszkiewicz, Prof. Sławomir Hausman

Simplified models of human body

� numerical

� physical

Sensors (wireless)

� textile sensor for respiration activity

� pulse sensor with textile electrodes

Wireless Body Area Networks

24

R e s e a r c h w o r k s o f T h e Te l e c o m m u n i c a t i o n s D i v i s i o n

Page 25: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

Contact :

Prof. Sławomir Hausman, Dr. Łukasz Januszkiewicz, Prof. Paolo Di Barba(Universita di Pavia, Italy)

• Optimisation of antennas and location of nodes in WBAN

Methods of microwave systems optimisation

25

R e s e a r c h w o r k s o f T h e Te l e c o m m u n i c a t i o n s D i v i s i o n

Page 26: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

Contact: Dr. P. Korbel, Dr. Ł. Januszkiewicz, Prof. S. Hausman, Dr. P. Wasilewski

Location with application of merging signals

� inertial sensors + IR

� inertial sensors + radio

� particle filters, the Kalman filter

� stochastic forests

� detection of sequences

Location Systems

26

R e s e a r c h w o r k s o f T h e Te l e c o m m u n i c a t i o n s D i v i s i o n

Page 27: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

Contact: Prof. S. Hausman, Dr. Ł. Januszkiewicz

• Presence detection system

• Event generation software

• Fall detectors: personal, bathroom mats

Protective Environment

27

R e s e a r c h w o r k s o f T h e Te l e c o m m u n i c a t i o n s D i v i s i o n

Page 28: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

• Overdosing protection

• Assistant to recognize medicines

• Activity tracking

Medicator

28

R e s e a r c h w o r k s o f T h e Te l e c o m m u n i c a t i o n s D i v i s i o n

Page 29: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

NCBiR Project: „Fireman II” – Novel personal protections for KSRG salvage services basing on the needs of final users

leader: Dr. Ł. Januszkiewicz

• consortium: 10 research units and companies

• Firemen location in a closed environment (inertial and radio systems)

• Design of textile sensors to measure breathing frequency

• Textile antennas optimising

• Design of wearable radio system

Duration: 2011-2014

29

R e s e a r c h w o r k s o f T h e Te l e c o m m u n i c a t i o n s D i v i s i o n

Page 30: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

Radio monitoring system for fireman’s activity and physiological condition

Gold medal Brussels-Eureka! 2009

30

R e s e a r c h w o r k s o f T h e Te l e c o m m u n i c a t i o n s D i v i s i o n

Page 31: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

Quasi-anechoic chamber

31

R e s e a r c h w o r k s o f T h e Te l e c o m m u n i c a t i o n s D i v i s i o n

Page 32: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

LOKKOM Project, PBS2/B3/24/2014Complex methods to determine mobile terminal location which is moving as in open space as in buildings

Contact: Dr. P. Korbel, P. Wawrzyniak, Prof. S. Hausman

• Cooperation:

� Warsaw University of Technology

� Lodz University of Technology

� Orange Polska SA

32

R e s e a r c h w o r k s o f T h e Te l e c o m m u n i c a t i o n s D i v i s i o n

Duration: 2014-2016

Page 33: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

1. Development of sensor and bolometer high sensitivity infrared cameras

2. Thermal impedance measurements

3. Analysis of thermal processes analysis with consideration of electromagnetic phenomena in electronic microstructures

4. Solution of thermal inverse problems

5. Thermal modelling of human skin

33

Electronic Circuits and Thermography Division

Research topics

Page 34: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

Cooperation with:

• University of Gent

• Aristotle University of Thessaloniki

Power cables tests

34

R e s e a r c h W o r k s o f T h e E l e c t r o n i c C i r c u i t s a n d T h e r m o g r a p h y D i v i s i o n

Page 35: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

Contact: R. Strąkowski

• Correction of heterogeneity and calibration

• Metrology cameras without shutters

• Artificial intelligence in analysis of thermograms

Cameras and thermovision systems (VOx)

35

R e s e a r c h W o r k s o f T h e E l e c t r o n i c C i r c u i t s a n d T h e r m o g r a p h y D i v i s i o n

Page 36: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

Multispectral vision system for metallurgy applications

36

R e s e a r c h W o r k s o f T h e E l e c t r o n i c C i r c u i t s a n d T h e r m o g r a p h y D i v i s i o n

Page 37: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

• Patent P.389303. Sposób eliminowania wpływu dryftu temperaturowego matryc

mikrobolometrycznych na jakość obrazu generowanego w tych matrycach, B Więcek, R. Olbrycht.

• Patent P.387173. Sposób korekcji niejednorodności wzmocnienia matryc mikrobolometrycznych, Więcek, R. Olbrycht, M. Kastek, T. Orżanowski, T. Sosnowski.

• Patent No. P-393682 applied19.01.2011 r., granted15.05.2014 r. Sposób kalibracji kamer

termowizyjnych, B. Więcek, R. Strąkowski i M. Strąkowska.

• Patent PL 215948. Sposób korekcji niejednorodności wzmocnienia matryc mikrobolometrycznych,B. Więcek, R. Olbrycht, M. Kastek, T. Orżanowski, T. Sosnowski.

• Patent application No. P-405347 dated 12.09.2013 r. Sposób wyznaczania zawartości FeO

w żużlu stalowniczym, B. Więcek, K. Pacholski, R. Olbrycht, R. Strąkowski, M. Borecki, W. Wittchen.

• Patent application No. P-404180. Sposób wyznaczania wartości parametrów promiennych

niezbędnych do oszacowania zawartości FeO w żużlu stalowniczym, B. Więcek, K. Pacholski, R. Olbrycht, R. Strąkowski, M. Borecki, W. Wittchen.

Patents

37

R e s e a r c h W o r k s o f T h e E l e c t r o n i c C i r c u i t s a n d T h e r m o g r a p h y D i v i s i o n

Page 38: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

Institute of Electronics - publications

Publication database is available at:

http://www.eletel.p.lodz.pl/skryba

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Page 39: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

Student Scientific Groupsat the Institute of Electronics

39

Page 40: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

MIPSA – The Student Scientific Groupof Microprocessor Autonomic Systems

• www.mipsa.eletel.p.lodz.pl

40

Cooperation with Intel Corporation Poland

Page 41: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

TELIN - The Student Scientific Groupof Teleinformatics

• www.telin.eletel.p.lodz.pl

41

Page 42: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

Cooperation with the industry

Ericpol

Course: Digital techniques of signal processing in teletransmission systems

BaZeKo

Development of optimized technology for thin printed circuit boards

Aesculap Chifa

Intraoperative control of limb length during hip joint replacement surgery

Consortium: IMP, Sonopan, PG, MEDITON

Risk management system against deafness in industrial environment III Strategmed (NCBiR)

Eldip

Development of technology for noninvasive detection, identification and location of pipeline defects and determining of the pipeline course 42

Page 43: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

Cooperation with the industry

Intel Corporation Polska

Robot for airsoft battleground SKN MIPSAm

Uniwersytecki Szpital Kliniczny, Łódź

Cheap monitor of sleep (detecting of sleep apnoea)

Consortium Soufflet Agro Polska, Poznań

Development of industrial method for automatic estimation of technological parameters and classification of seeds with video signal analysis

Centrum Medyczne Skopia, Kraków

Colonoscopy image analysis

43

Page 44: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

Cooperation with Orange Labs

The Telecommunications Division of the Institute of Electronics, offers teaching activities and courses prepared in collaboration of Orange Labs Poland:

• Blocks of elective courses• Problem/Research based projects• Final project (both at the B.Sc. and the M.Sc. levels)

Orange Labs Open Middleware 2.0 Communitycoordinator – Dr. Piotr Korbel

Orange Labs44

Page 45: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

Organised conferences

TTP Conferences Infrared Thermovision and Thermometry • (organised every 2 years)

• http://thermo.p.lodz.pl/ttp

National Conference of Radiocommunications, Radio Broadcasting and Television KKRRiT 2015 • 8-10 April 2015 – the first time in Lodz

• http://www.eletel.p.lodz.pl/KKRRiT_2015

Conference „Basic MRI Physics”• 21-25 September 2015 – the second time in Lodz

• http://www.eletel.eu/mri2015

45

Page 46: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

The Institute of Electronics – teaching

• Electronic circuits

• Signal processing

• Image analysis and recognition

• Telecommunication networks

• Wireless telecommunication

• Teleinformatics

• Design thinking

• Problem and research based projects

• Internships and practices

• Final projects

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Page 47: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

The Institute of Electronics – contactAddress

The Institute of Electronics, Lodz University of Technology

PL90-924 Łódź, Wólczańska 211/215, building B9

tel. +4842 636 00 65, tel. +4842 631 26 26

email: [email protected]

www.eletel.p.lodz.pl/en

47© AUTHORS: dr inż. arch. Anetta Kępczyńska-Walczak, mgr inż. arch. Agata Glinkowska, mgr inż. arch. Rafał Szrajber, mgr inż. arch. Paweł Witczak, Maciej Urbaniak. Model Update and maps: dr hab. inż. arch. Anetta Kępczyńska-Walczak, dr inż. arch. Agata Glinkowska.

Page 48: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło
Page 49: Institute of Electronics · Sound of Vision –Horizont2020, Naturalsense of vision through acoustics and haptics Horizon 29020, 2015-2017 • Project Coordinator: P rof. PawełStrumiłło

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(PDFCreator Version 0.9.5)

/Creator

(D:20160630150732+02’00’)

/CreationDate

(Ania)

/Author

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