doc. dr. sc. Miran Pobar

Odjel za informatiku Zavod za računarstvo

e-pošta : mpobar@uniri.hr

MEĐUNARODNA VIDLJIVOST:
CITATIH-INDEXI10-INDEX
Google Scholar 215 9 9
ORCID
ResearcherID 45 5
SCOPUS 116 7

Obrazovanje

7.11.2008. - 29.10.2014. Doktor znanosti iz područja tehničkih znanosti znanstveno polje računarstvo Poslijediplomski doktorski studij, smjer računarstvo Fakultet elektrotehnike i računarstva u Zagrebu
- 23.11.2007. dipl. ing. elektrotehnike Sveučilišni studij elektrotehnike Tehnički fakultet, Sveučilište u Rijeci

Radno iskustvo

11.12.2018. - Docent Odjel za informatiku Sveučilišta u Rijeci
3.11.2014. - 10.12.2018. Poslijedoktorand Odjel za informatiku Sveučilišta u Rijeci
1.9.2008. - 2.11.2014. Asistent Odjel za informatiku Sveučilišta u Rijeci
1.1.2007. - Sistem inženjer Autotrans d.o.o.

Nastavna djelatnost

Kolegiji

1.1.2008. - Programiranje 2
Informatika dvopredmetni preddiplomski studij
Odjel za informatiku
suradnik
Norma sati: 30
1.1.2008. - Programiranje 2
Preddiplomski studij PTO
Filozofski fakultet
suradnik
Norma sati: 30
1.1.2008. - Arhitektura i organizacija računala
Informatika jednopredmetni preddiplomski studij
Odjel za informatiku
suradnik
Norma sati: 30
1.1.2008. - Arhitektura i organizacija računala
Informatika dvopredmetni preddiplomski studij
Odjel za informatiku
suradnik
Norma sati: 15
1.1.2008. - Osnove digitalne obrade govora i slika
Diplomski studij informatike
Odjel za informatiku
suradnik
Norma sati: 30
1.1.2008. - Osnove digitalne tehnike
Informatika jednopredmetni preddiplomski studij
Odjel za informatiku
suradnik
Norma sati: 30
1.1.2008. - Osnove digitalne tehnike
Informatika dvopredmetni preddiplomski studij
Odjel za informatiku
suradnik
Norma sati: 15
1.1.2008. - Programiranje 1
Informatika dvopredmetni preddiplomski studij
Odjel za informatiku
suradnik
Norma sati: 30
1.1.2008. - Programiranje 1
Preddiplomski studij PTO
Filozofski fakultet
suradnik
Norma sati: 30
1.1.2008. - Komunikacija čovjek stroj
Diplomski studij informatike
Odjel za informatiku
suradnik
Norma sati: 30
- Osnove digitalne obrade govora i slika (predavanja i vježbe)
Diplomski studij informatike
Odjel za informatiku

Norma sati: 90
- Programiranje (predavanja)
Matematika preddiplomski studij
Odjel za matematiku

Norma sati: 60
- Programiranje (predavanja)
Fizika preddiplomski studij
Odjel za fiziku

Norma sati: 60

Mentor u završnim radovima

- Klasifikacija slika korištenjem konvolucijskih neuronskih mreža
Matija Mihoci
Diplomski studij informatike
OIRI
- Hardver za rudarenje kriptovaluta
Marko Matijević
Preddiplomski studij informatike
OIRI
- Snimanje pokreta akcelerometrima
Stefano Berneš
Preddiplomski studij informatike
OIRI
- Upravljanje RC vozilom putem Raspberry pi računala i mobitela
Antonio Dolić
Preddiplomski studij informatike
OIRI
- Upravljanje robotskom rukom putem platforme arduino i računala
Alen Kranjčević
Preddiplomski studij informatike
OIRI
- Praćenje kretanja osoba u zatvorenim prostorima
Ivan Severović
Preddiplomski studij informatike
OIRI
- Praćenje kretanja osoba u zatvorenim prostorima korištenjem tehnologija RFID ili Bluetooth smart
Ivan Skender
Preddiplomski studij informatike
OIRI
- Praćenje kretanja osoba u zatvorenim prostorima korištenjem računalnog vida
Ernest Marnika
Preddiplomski studij informatike
OIRI
- Praćenje kretanja osoba akcelerometrima i žiroskopima
Petra Sinčić
Preddiplomski studij informatike
OIRI

Osobni razvoj

10.11.2017. - Radionica o ishodima učenja


Norma sati: 1 dan
27.10.2016. - 28.10.2016. Mentoriranje doktorskih studenata


Norma sati: 16
1.3.2016. - Nastavničke kompetencije u visokom obrazovanju


Norma sati: 1 dan

Obrazovni projekti

1.9.2013. - 1.10.2016. Upotpunjavanje kompetencija prije početka studija potrebnih za uspješnije savladavanje studija (izvođač nastave)

Financiranje:
- Razvoj e-kolegija (suradnik)

Financiranje:

Znanstvena i umjetnička djelatnost

Znanstveni radovi

1. Pobar, Miran; Ivasic-Kos, Marina;
Active Player Detection in Handball Scenes Based on Activity Measures
Sensors 20 1475 - 2020.

WOS

2. Pobar, Miran; Ivašić-Kos, Marina;
Detection of the leading player in handball scenes using Mask R-CNN and STIPS
Eleventh International Conference on Machine Vision (ICMV 2018) 11041 110411V - 2019.

3. Burić, Matija; Pobar, Miran; Ivašić-Kos, Marina;
Adapting YOLO network for ball and player detection
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2019) 845-851 - 2019.

4. Ivašić-Kos, Marina; Krišto, Mate; Pobar, Miran;
Human detection in thermal imaging using YOLO
Proceedings of the 2019 5th International Conference on Computer and Technology Applications 20-24 - 2019.

5. Ivasic-Kos, Marina; Kristo, Mate; Pobar, Miran;
Person Detection in thermal videos using YOLO
Proceedings of SAI Intelligent Systems Conference 254-267 - 2019.

6. Ivasic-Kos, Marina; Pobar, Miran; Gonzalez, Jordi;
Active Player Detection in Handball Videos Using Optical Flow and STIPs Based Measures
2019 13th International Conference on Signal Processing and Communication Systems (ICSPCS) 1-8 - 2019.

7. Buric, Matija; Ivasic-Kos, Marina; Pobar, Miran;
Player tracking in sports videos
2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom) 334-340 - 2019.

8. Pobar, Miran; Ivasic-Kos, Marina;
Mask R-CNN and Optical flow based method for detection and marking of handball actions
2018 11th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI) 1-6 - 2018.

9. Burić, Matija; Pobar, Miran; Ivašić-Kos, Marina;
Object detection in sports videos
2018 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) 1034-1039 - 2018.

10. Ivasic-Kos, Marina; Pobar, Miran;
Building a labeled dataset for recognition of handball actions using mask R-CNN and STIPS
2018 7th European Workshop on Visual Information Processing (EUVIP) 1-6 - 2018.

11. Buric, Matija; Pobar, Miran; Ivasic-Kos, Marina;
Ball detection using YOLO and Mask R-CNN
2018 International Conference on Computational Science and Computational Intelligence (CSCI) 319-323 - 2018.

12. Burić, Matija ; Pobar, Miran ; Ivašić-Kos, Marina
An overview of action recognition in videos
2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) 1310-1315 - 2017.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=901612

13. Pobar, Miran ; Ivašić-Kos, Marina
Multi-label Poster Classification into Genres Using Different Problem Transformation Methods
International Conference on Computer Analysis of Images and Patterns (CAIP 2017) 367-378 - 2017.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=902373

14. Ivašić-Kos, Marina ; Pobar, Miran
Multi-label Classification of Movie Posters into Genres with Rakel Ensemble Method
International Conference on Innovative Techniques and Applications of Artificial Intelligence 370-383 - 2017.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=913310

15. Pobar, Miran ; Ivašić-Kos, Marina
Automatic image annotation refinement
2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) 1324-1329 - 2016.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=902372

16. Marina Ivasic-Kos ; Miran Pobar ; Slobodan Ribaric
Two-tier image annotation model based on a multi-label classifier and fuzzy-knowledge representation scheme
Pattern recognition 52 287-305 - 2016.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=794917

WOS

17. Ivašić-Kos, Marina ; Pobar, Miran ; Ribarić, Slobodan
Automatic image annotation refinement using fuzzy inference algorithms
2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15) rad 242- - 2015.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=768435

18. Ivašić-Kos, Marina ; Pobar, Miran ; Ribarić, Slobodan
Fuzzy Knowledge-Based Image Annotation Refinement
Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV) 284-290 - 2015.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=781601

19. Pobar, Miran ; Ivašić-Kos, Marina
Multimodal Image Retrieval Based on Keywords and Low-Level Image Features
Semantic Keyword-based Search on Structured Data Sources. IKC 2015 133-140 - 2015.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=795054

20. Ivašić-Kos, Marina ; Pobar, Miran ; Ipšić, Ivo
Multi-layered Image Representation for Image Interpretation
115-117 - 2014.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=711531

21. Pobar, Miran ; Ipšić, Ivo
Online speaker de-identi?cation using voice transformation
39-42 - 2014.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=709094

22. Ivašić-Kos, Marina ; Pobar, Miran ; Mikec, Luka
Movie posters classification into genres based on low-level features
1448-1453 - 2014.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=709099

23. Ivašić-Kos, Marina ; Pobar, Miran ; Ipšić, Ivo
Automatic Movie Posters Classification into Genres
319-328 - 2014.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=723607

24. Ivašić-Kos, Marina ; Pobar, Miran ; Ipšić, Ivo
Object Level vs. Scene Level Image Annotation
162-168 - 2014.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=768444

25. Pobar, Miran ; Justin, Tadej ; Žibert, Janez ; Mihelič, France ; Ipšić, Ivo
A Comparison of Two Approaches to Bilingual HMM- Based Speech Synthesis
Text, Speech, and Dialogue / Habernal, Ivan ; Matoušek, Václav (ur.). - Pilsen : Springer Berlin Heidelberg , 2013. 44-51 (ISBN: 978-3-642-40584-6). 44-51 - 2013.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=653961

26. Pobar, Miran ; Martinčić-Ipšić, Sanda ; Ipšić, Ivo
Optimization of Cost Function Weights for Unit Selection Speech Synthesis Using Speech Recognition
Neural network world 22 429-441 - 2012.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=607594

WOS

27. Justin, Tadej ; Pobar, Miran ; Ipšić, Ivo ; Mihelič, France ; Žibert, Janez
A Bilingual HMM-Based Speech Synthesis System for Closely Related Languages
Text, Speech and Dialogue / Sojka, Petr ; Horák, Aleš ; Kopeček, Ivan ; Pala, Karel (ur.). - Brno : Springer-Verlag Berlin Heidelberg , 2012. 543-550 (ISBN: 978-3-642-32789-6). 543-550 - 2012.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=596206

28. Martinčić-Ipšić, Sanda ; Pobar, Miran ; Ipšić, Ivo
Croatian Large Vocabulary Automatic Speech Recognition
Automatika 52 147-157 - 2011.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=524866

WOS

29. Pobar, Miran ; Ipšić, Ivo
Development of Croatian unit selection and statistical parametric speech synthesis
306-311 - 2011.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=514583

30. Načinović, Lucia ; Pobar, Miran ; Martinčić-Ipšić, Sanda ; Ipšić, Ivo
Automatic Intonation Event Detection Using Tilt Model for Croatian Speech Synthesis
383-391 - 2011.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=554120

31. Beliga, Slobodan ; Pobar, Miran ; Martinčić-Ipšić, Sanda
Normalization of Non-Standard Words in Croatian Texts
Text, Speech and Dialogue extension to Lecture Notes in Artificial Intelligence LNAI6836 / Hebernal, Ivan ; Matoušek, Vaclav (ur.). - Plzen : University of West Bohemia , 2011. 1-9 (ISBN: 987-80-261-0069-0). 1-8 - 2011.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=607634

32. Meštrović, Ana ; Bernić, Luka ; Pobar, Miran ; Martinčić-Ipšić, Sanda ; Ipšić, Ivo
A Croatian Weather Domain Spoken Dialog System Prototype
CIT. Journal of computing and information technology 18 309-316 - 2010.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=506450

33. Meštrović, Ana ; Bernić, Luka ; Pobar, Miran ; Martinčić-Ipšić, Sanda ; Ipšić, Ivo
Overview of a Croatian Weather Domain Spoken Dialogue System Prototype
103-108 - 2010.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=477716

34. Martinčić– Ipšić, Sanda ; Pobar, Miran ; Ipšić, Ivo
Automatic Evaluation of Synthesized Speech
Proceedings of the 31st International Conference on Information Technology Interfaces (ITI 2009) / Luzar-Stiffler, Vesna ; Jarec, I. ; Bekić, Zoran (ur.). - Zagreb : SRCE University Computing Centre , 2009. 305-310 (ISBN: 978-953-7138-15-8). 305-310 - 2009.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=421341

35. Ivašić-Kos, Marina ; Pavlić, Mile ; Pobar, Miran
Analyzing the semantic level of outdoor image annotation
Proceedings of MIPRO 2009 - 32nd International convention on information and communication technology, electronics and microelectronics / Bogunović, Nikola ; Ribarić, Slobodan (ur.). - Opatija : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO , 2009. 293-296 (ISBN: 978-953-233-045-8). 293-296 - 2009.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=453183

36. Načinović, Lucia ; Pobar, Miran ; Ipšić, Ivo ; Martinčić-Ipšić, Sanda
Grapheme-to-Phoneme Conversion for Croatian Speech Synthesis
32nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO 2009) : Proceedings. Vol. 3 : Computers in technical systems. Intelligent systems = 32. međunarodni skup MIPRO : zbornik radova : sv. 3 : Računala u tehničkim sustavima. Inteligentni sustavi / Bogunović, Nikola ; Ribarić, Slobodan (ur.). - Rijeka : Croatian Society for Information and Communication Technology, Electronics and Microeletronics - MIPRO , 2009. 318-323 (ISBN: 978-953-233-045-8). 318-323 - 2009.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=422399

37. Pobar, Miran ; Martinčić-Ipšić, Sanda ; Ipšić, Ivo
Računalni sustav za tvorbu hrvatskoga govora ( Text-to-Speech Synthesis: A Prototype System for Croatian Language )
Engineering review : znanstveni časopis za nove tehnologije u strojarstvu, brodogradnji i elektrotehnici 28 31-44 - 2008.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=382956

Znanstveni projekti

1. 1.1.2017. -
Automatsko raspoznavanje rukometnih akcija i analiza rukometnih tehnika kod mladih sportaša; Istraživač; Hrvatska zaklada za znanost; ; http://raass.uniri.hr/
2. 1.1.2014. -
EU ICT COST Action IC1307: “The European Network on Integrating Vision and Language: Combining Computer Vision and Language Processing For Advanced Search, Retrieval, Annotation and Description of Visual Data “ (IV&L); Istraživač u radnim grupama WG3 i WG4; EU COST; ;
3. 1.1.2014. -
Prirodna i višemodalna komunikacija čovjek stroj; Istraživač; Sveučilište u Rijeci; ;
4. 1.1.2013. -
EU ICT COST Action IC1206: “De-identification for privacy protection in multimedia content“; Istraživač u radnim grupama WG2 i WG3; EU COST; ;
5. 1.1.2013. -
EU ICT COST IC1302: “Semantic keyword-based search on structured data sources (KEYSTONE)”; Istraživač u radnoj grupi WG3; EU COST; ;
6. 1.1.2007. - 1.1.2013.
Govorne tehnologije (318-0361935-0852); Istraživač; MZOS; ;
7. -
Automatsko raspoznavanje rukometnih akcija i analiza rukometnih tehnika kod mladih sportaša; Istraživač - suradnik; Sveučilište u Rijeci; ;

Recenzije

1. 2018. International Journal of Sensors, Wireless Communications and Control (1 rad)
2. 2016. IETE Technical Review (1 rad)
3. 2015. Engineering Applications of Artificial Intelligence (1 rad)

Stručna djelatnost