Radovi

Rezultati projekta

Radovi u zbornicima skupova:

  1. 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
  2. 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.
    doi: 10.1109/CISP-BMEI.2018.8633201
  3. 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.
  4. 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.
  5. 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
  6. 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
  7. 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 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.