Radovi

Rezultati projekta

Objavljeni skupovi podataka:

  1. Marina Ivasic-Kos, Miran Pobar, April 29, 2021, “Handball action dataset – UNIRI-HBD”, IEEE Dataport, doi: https://dx.doi.org/10.21227/0g0a-fe06
  2. Mate Kristo, Marina Ivasic-Kos, Miran Pobar, July 12, 2020, “Thermal image dataset for person detection – UNIRI-TID”, IEEE Dataport, doi: https://dx.doi.org/10.21227/yec9-yy29.
  3. Sasa Sambolek, Marina Ivasic-Kos, March 1, 2021, “SEARCH AND RESCUE IMAGE DATASET FOR PERSON DETECTION – SARD”, IEEE Dataport, doi: https://dx.doi.org/10.21227/ahxm-k331

Radovi u časopisima:

  1. Sambolek, Saša; Ivašić-Kos, Marina
    Automatic Person Detection in Search and Rescue Operations Using Deep CNN Detectors // IEEE Access, 9 (2021), 37905-37922 doi:10.1109/ACCESS.2021.3063681
  2. Krišto, Mate; Ivašić-Kos, Marina; Pobar, Miran.
    Thermal Object Detection in Difficult Weather Conditions Using YOLO // IEEE Access, 8 (2020), 125459-125476 doi:10.1109/access.2020.3007481
  3. Pobar, Miran; Ivasic-Kos, Marina.
    Active Player Detection in Handball Scenes Based on Activity Measures // Sensors, 20 (2020), 5; 1475, 24 doi:10.3390/s20051475

Poglavlja u knjigama:

  1. Ivasic-Kos, Marina; Host, Kristina; Pobar, Miran
    Application of Deep Learning Methods for Detection and Tracking of Players // Artificial Neural Networks and Deep Learning – Applications and Perspective / Mazzeo, Pier Luigi (ur.).
    London: IntechOpen, 2021. 75342, 21 doi:10.5772/intechopen.96308

Radovi u zbornicima skupova:

  1. Host, Kristina; Ivašić-Kos, Marina; Pobar, Miran
    Action Recognition in Handball Scenes // Intelligent Computing /
    Springer, Cham, 2022. str. 645-656
  2. Sambolek, Sasa; Ivasic-Kos, Marina
    Detecting Objects in Drone Imagery: a Brief Overview of Recent Progress // Proceedings of MIPRO 2020, 43rd International Convention /
    Opatija: MIPRO, 2020. str. 1296-1301 
  3. Sambolek, Sasa; Ivasic-Kos, Marina
    Person Detection in Drone Imagery // Proceedings of 5th International Conference on Smart and Sustainable Technologies – SpliTech Split: FESB, 2020. 42, 6
  4. Host, Kristina; Ivašić-Kos, Marina; Pobar, Miran
    Tracking handball players with the DeepSORT algorithm // Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods – ICPRAM 2020 Portugal: SCITEPRESS, 2020. str. 593-599
  5. Burić, Matija; Ivašić-Kos, Marina; Pobar, Miran
    Player Tracking in Sports Videos // 2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom)
    Sydney: IEEE, 2019. str. 334-340 doi:10.1109/CloudCom.2019.00058
  6. 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 – Volume 1: ICPRAM. Prag, Češka : SciTePress, 2019. 845-851
  7. Sambolek, Saša; Ivašić-Kos, Marina.
    Detection of Toy Soldiers Taken from a Bird’s Perspective Using Convolutional Neural Networks // ICT Innovations 2019. Big Data Processing and Mining. ICT Innovations 2019. Communications in Computer and Information Science / Gievska, S. ; Madjarov, G. (ur.). Switzerland : Springer International Publishing, 2019. Str. 13-26.
  8. Hrga, Ingrid; Ivašić-Kos, Marina.
    Deep Image Captioning: An Overview // Proceedings of 42nd International ICT Convention – MIPRO 2019 / Biljanović, Petar (ur.). (ur.). Opatija, Hrvatska : Mipro, 2019. 1179-1184
  9. Ivašić-Kos, Marina; Krišto, Mate; Pobar, Miran.
    Human Detection in Thermal Imaging Using YOLO // ICCTA 2019 Proceedings of the 2019 5th International Conference on Computer and Technology Applications. Istanbul, Turska : ACM New York, USA, 2019. 20-26
  10. Ivašić-Kos, Marina; Krišto, Mate; Pobar, Miran.
    Person Detection in Thermal Videos Using YOLO // Proceedings of SAI Intelligent Systems Conference IntelliSys 2019: Intelligent Systems and Applications / Bi, Yaxin ; Bhatia, Rahul ; Kapoor, Supriya (ur.). Cham : Springer, 2019. 254-267
  11. Ivašić-Kos, Marina; Pobar, Miran; Gonzalez, Jordi.
    Active Player Detection in Handball Videos Using Optical Flow and STIPs Based Measures // 13th International Conference on Signal Processing and Communication Systems ICSPCS 2019. IEEE, 2019. 234-241
  12. Kristo, Mate; Ivašić-Kos, Marina.
    Thermal Imaging Dataset for Person Detection // Proceedings of 42nd International ICT Convention – MIPRO 2019 / Biljanović, Petar (ur.). (ur.). Opatija, Hrvatska : Mipro, 2019. 1316-1321
  13. Ivašić-Kos, Marina; Pobar, Miran.
    Building a labeled dataset for recognition of handball actions using mask R-CNN and STIPS // Proceedings of 2018 7th European Workshop on Visual Information Processing (EUVIP)/ Tampere, Finska : IEEE, 2018. 1-6
  14. Pobar, Miran; Ivašić-Kos, Marina.
    Mask R-CNN and Optical flow based method for detection and marking of handball actions // Proceedings of 2018 11th International Conference on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI 2018) / Beijing, China, 2018, pp. 1-6.
  15. Burić, Matija; Pobar, Miran; Ivašić-Kos, Marina.
    Ball detection using YOLO and Mask R-CNN // Proceedings of the 5th Annual Conf. on Computational Science & Computational Intelligence (CSCI’18) / Las Vegas, USA: 2018.
  16. Pobar, Miran; Ivašić-Kos, Marina.
    Detection of the leading player in handball scenes using Mask R-CNN and STIPS// Proceedings of the 11th International Conference on Machine Vision (ICMV 2018) / Muenchen, Germany: SPIE, 2018.
  17. Burić, Matija; Pobar, Miran; Ivašić-Kos, Marina.
    Object Detection in Sports Videos // Proceedings of 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) / Biljanović, Petar (ur.). (ur.).
    Opatija, Hrvatska : Mipro, 2018. 200-206
  18. Pobar, Miran; Ivašić-Kos, Marina. Multi-label Poster Classification into Genres Using Different Problem Transformation Methods // Computer Analysis of Images and Patterns, CAIP 2017, Lecture Notes in Computer Science, vol. 1042 / Felsberg, Michael ; Heyden, Anders ; Krüger, Norbert (ur.). Ystad, Švedska : Springer, 2017. 367-378
  19. 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) / Biljanović, Petar (ur.). Rijeka : IEEE, 2017. 1310-1315

Ostali resursi

  1. Github repozitorij

Ostali relevantni radovi

Članci u znanstvenim časopisima:

1. Ivašić-Kos, Marina; Pobar, Miran; Ribarić, Slobodan. Two-tier image annotation model based on a multi-label classifier and fuzzy-knowledge representation scheme. // Pattern recognition. 52 (2016); 287-305.

2.Ivašić-Kos, Marina; Ipšić, Ivo; Ribarić, Slobodan. A knowledge-based multi-layered image annotation system. // Expert systems with applications. 42 (2015) , 2015; 9539-9553.

3. Ivašić-Kos, Marina; Ipšić, Ivo; Ribarić, Slobodan. Multi-Level Image Annotation Using Bayes Classifier and Fuzzy Knowledge Representation Scheme. // WSEAS transactions on computers. 13 (2014); 635-644.

4. Ivašić-Kos, Marina; Ribarić, Slobodan; Ipšić, Ivo. Low- and High-level Image Annotation Using Fuzzy Petri Net Knowledge Representation Scheme. // International Journal of Computer Information Systems and Industrial Management (IJCISIM). 4 (2012); 428-436.

Radovi u zbornicima skupova:

1. Ivašić-Kos, Marina; Pobar, Miran; Ribarić, Slobodan. Automatic image annotation refinement using fuzzy inference algorithms // European Centre for Soft Computing, IFSA- EUSFLAT 2015 / Dr. Luis Magdalena Layos (ur.). Gijón, Asturias (Spain) : IFSA-EUSFLAT2015, 2015. rad 242.2. 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’15 / Arabnia, Hamid R. ; Deligiannidis, Leonidas ; Tinetti, Fernando G. (ur.). Las Vegas, Nevada, USA : The Steering Committee of The World Congress in Computer Science, Computer Engineering and Applied Computing (WorldComp), 2015. 284-290

3. Pobar, Miran; Ivašić-Kos, Marina. Multimodal Image Retrieval Based on Keywords and Low-Level Image Features // Semantic Keyword-based Search on Structured Data Sources: First COST Action IC1302 International KEYSTONE Conference, IKC 2015, Coimbra, Portugal, September 8-9, 2015. Revised Selected Papers / Cardoso, J., Guerra, F., Houben, G.-J., Pinto, A.M., Velegrakis, Y. (Eds.) (ur.). Coimbra : Springer, 2015. 133-140

4. Ivašić-Kos, Marina; Iosifidis, Alexandros; Tefas, Anastasios; Pitas, Ioannis. Person De-Identification in Activity Videos // BiForD – BIOMETRICS & FORENSICS & DE- IDENTIFICATION AND PRIVACY PROTECTION / Slobodan Ribaric (ur.). Opatija, Hrvatska : Croatian Society for Information and Communication Technology, Electronics and Microelectronics – MIPR, 2014. 75-80

5. Ivašić-Kos, Marina; Pobar, Miran; Ipšić, Ivo. Multi-layered Image Representation for Image Interpretation // Proceedings of the 25th International Conference on Computational Linguistics (COLING 2014). Dublin, 2014. 115-117.

6. Ivašić-Kos, Marina; Pobar, Miran; Ipšić, Ivo. Automatic Movie Posters Classification into Genres // Advances in Intelligent Systems and Computing 311 / Madevska Bogdanova, Ana ; Gjorgjevikj, Dejan (ur.). Springer, 2014. 319-328.

7. Ivašić-Kos, Marina; Pobar, Miran; Ipšić, Ivo. Object Level vs. Scene Level Image Annotation // Recent Advances in Electrical and Electronic Engineering, Proceedings of the 3rd International Conference on Circuits, Systems, Communications, Computers and Applications (CSCCA ’14) / Mastorakis, Nikos E. ; Nakamatsu, Kazumi ; Paspalakis, Emmanuel (ur.). Firenca : WSEAS Press, 2014. 162-168.

8. Ivašić-Kos, Marina; Pobar, Miran; Mikec, Luka. Movie posters classification into genres based on low-level features // Proceedings of MIPRO 2014 / Biljanović, Petar (ur.). Rijeka : Croatian Society for Information and Communication Technology, Electronics and Microelectronics – MIPRO, 2014. 1448-1453.

9. Ivašić-Kos, Marina; Ribarić, Slobodan; Ipšić, Ivo. Multi-level Image Classification Using Fuzzy Petri Net // Recent Advances in Neural Networks and Fuzzy Systems, Proceedings of the 2014 International Conference on Neural Networks – Fuzzy Systems (NN- FS ’14) / Prof. Yingxu Wang, Prof. Pierre Borne (ur.). Venice, Italy : Europment, 2014. 39-45.

10. Ivašić-Kos, Marina; Pavlić, Mile; Poščić, Patrizia. Descriptors’ Specification for Image Representation // Proceedings of International Conference on Image and Video Processing and Computer Vision. Orlando, Florida : PromoteResearch, 2010.

11. Ivašić-Kos, Marina; Poščić, Patrizia; Pavlić, Mile. Definition of descriptors for semantic image interpretation // Proceedings of the IEEE 2nd European Workshop on Visual Information Processing – EUVIP 2010. Pariz, Francuska, 2010.

12. Ivašić-Kos, Marina; Ribarić, Slobodan; Ipšić, Ivo. Image Annotation using Fuzzy Knowledge Representation Scheme // Proceedings of the 2010 International Conference of Soft Computing and Pattern Recognition. Pariz, Francuska : IEEE France, 2010. 218-223

13. 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.