Pregled po projektu: Automatsko raspoznavanje akcija i aktivnosti u multimedijalnom sadržaju iz domene sporta (RAASS) (MB: HRZZ-IP-2016-06-8345)
Pronađeno 27 radova
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1.Host, Kristina; Pobar, Miran; Ivasic-Kos, MarinaAnalysis of Movement and Activities of Handball Players Using Deep Neural Networks // Journal of Imaging, 9 (2023), 4; 80, 18 doi:10.3390/jimaging9040080 (međunarodna recenzija, članak, znanstveni)
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2.Paulin, Goran; Ivasic‐Kos, MarinaReview and analysis of synthetic dataset generation methods and techniques for application in computer vision // Artificial intelligence review, 2023 (2023), s10462-022-10358-3, 45 doi:10.1007/s10462-022-10358-3 (međunarodna recenzija, članak, znanstveni)
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3.Ivasic-Kos, Marina; Ribaric, Slobodan; Ipsic, IvoMulti-level Image Classification Using Fuzzy Petri Net // International Journal of Fuzzy Systems and Advanced Applications, 9 (2022), 50-56 doi:10.46300/91017.2022.9.8 (međunarodna recenzija, članak, znanstveni)
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4.Šajina, Romeo; Ivašić-Kos, Marina3D Pose Estimation and Tracking in Handball Actions Using a Monocular Camera // Journal of Imaging, 8 (2022), 11; 308, 34 doi:10.3390/jimaging8110308 (međunarodna recenzija, članak, znanstveni)
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5.Host, Kristina; Ivašić-Kos, MarinaAn overview of Human Action Recognition in sports based on Computer Vision // Heliyon, 8 (2022), 6; e09633, 25 doi:10.1016/j.heliyon.2022.e09633 (međunarodna recenzija, članak, znanstveni)
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6.Sambolek, Saša; Ivasic-Kos, MarinaTransfer Learning Methods for Training Person Detector in Drone Imagery // Intelligent Systems and Applications, Lecture Notes in Networks and Systems, vol 295. Springer, Cham. https://doi.org/10.1007/978-3-030-82196-8_51 / Arai, Kohei (ur.).
Switzerland: Springer Nature, 2022. str. 688-701 doi:10.1007/978-3-030-82196-8_51 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
7.Ivasic-Kos, MarinaApplication of Digital Images and Corresponding Image Retrieval Paradigm // ENTRENOVA - ENTerprise REsearch InNOVAtion, 7 (2021), 1; 350-363 doi:10.54820/entrenova-2022-0030 (međunarodna recenzija, članak, znanstveni)
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8.Paulin, Goran; Sambolek, Sasa, Ivasic-Kos, MarinaPerson localization and distance determination using the raycast method // 2021 6th International Conference on Smart and Sustainable Technologies (SpliTech)
Split: IEEE, 2021. 9566329, 6 doi:10.23919/SpliTech52315.2021.9566329 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
9.Host, Kristina; Ivasic-Kos, Marina; Pobar, MiranAction Recognition in Handball Scenes // Intelligent Computing. Lecture Notes in Networks and Systems / Kohei Arai (ur.).
Cham: Springer International Publishing, 2021. str. 645-656 doi:10.1007/978-3-030-80119-9_41 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
10.Ivasic-Kos, Marina; Host, Kristina; Pobar, MiranApplication 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 -
11.Paulin, Goran; Ivašić‐Kos, Marina; Ipšić, IvoMogućnost primjene govora u računalnim igrama temeljenim na lokaciji // Govor : časopis za fonetiku, 37 (2020), 1; 31-59 doi:10.22210/govor.2020.37.02 (međunarodna recenzija, pregledni rad, znanstveni)
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12.Sambolek, Sasa; Ivasic-Kos, MarinaPerson Detection in Drone Imagery // Proceedings of 5th International Conference on Smart and Sustainable Technologies - SpliTech / Rodrigues, Joel J.P.C. ; Nižetić, Sandro (ur.).
Split: FESB, 2020. 42, 6 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
13.Sambolek, Sasa; Ivasic-Kos, MarinaDetecting Objects in Drone Imagery: a Brief Overview of Recent Progress // Proceedings of MIPRO 2020, 43rd International Convention / Skala, Karolj (ur.).
Opatija: Croatian Society for Information, Communication and Electronic Technology – MIPRO, 2020. str. 1296-1301 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
14.Kristo, Mate; Ivasic-Kos, Marina; Pobar, MiranThermal Object Detection in Difficult Weather Conditions Using YOLO // IEEE Access, 8 (2020), 125459-125476 doi:10.1109/access.2020.3007481 (recenziran, članak, znanstveni)
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15.Pobar, Miran; Ivasic-Kos, MarinaActive Player Detection in Handball Scenes Based on Activity Measures // Sensors, 20 (2020), 5; 1475, 24 doi:10.3390/s20051475 (međunarodna recenzija, članak, znanstveni)
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16.Host, Kristina; Ivašić-Kos, Marina; Pobar, MiranTracking handball players with the DeepSORT algorithm // Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods - ICPRAM 2020 / De Marsico, Maria ; Sanniti di Baja, Gabriella ; Fred, Ana (ur.).
Portugal: SCITEPRESS, 2020. str. 593-599 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
17.Burić, Matija; Ivašić-Kos, Marina; Pobar, MiranPlayer 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 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
18.Sambolek, Saša; Ivašić-Kos, MarinaDetection of Toy Soldiers Taken from a Bird’s Perspective Using Convolutional Neural Networks // ICT Innovations 2019 / Gievska, S. ; Madjarov, G. (ur.).
Switzerland: Springer International Publishing, 2019. str. 13-26 doi:10.1007/978-3-030-33110-8_2 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
19.Ivašić-Kos, Marina; Krišto, Mate; Pobar, MiranPerson 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. str. 254-267 doi:10.1007/978-3-030-29513-4_18 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
20.Burić, Matija; Pobar, Miran; Ivašić-Kos, MarinaAdapting 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. str. 845-851 doi:10.5220/0007582008450851 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
21.Burić, Matija; Pobar, Miran; Ivašić-Kos, MarinaBall Detection using Yolo and Mask R-CNN // Proceedings - 2018 International Conference on Computational Science and Computational Intelligence, CSCI 2018
Las Vegas, 2018. str. 319-323 doi:10.1109/CSCI46756.2018.00068 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
22.Pobar, Miran; Ivašić-Kos, MarinaDetection of the leading player in handball scenes using Mask R-CNN and STIPS // Proc. SPIE 11041, Eleventh International Conference on Machine Vision (ICMV 2018) / Verikas, A. ; Nikolaev, D.P. ; Radeva, P. ; Zhou, J. (ur.).
Muenchen: SPIE, 2018. 110411V, 8 doi:10.1117/12.2522668 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
23.Ivašić-Kos, Marina; Pobar, MiranBuilding a labeled dataset for recognition of handball actions using mask R-CNN and STIPS // 2018 7th European Workshop on Visual Information Processing (EUVIP)
Tampere, Finska: IEEE, 2018. str. 1-6 doi:10.1109/euvip.2018.8611642 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
24.Pobar, Miran; Ivašić-Kos, MarinaMask 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) / Li, W ; Li, Q ; Wang, L (ur.).
Peking, Kina: IEEE, 2018. 8633201, 6 doi:10.1109/cisp-bmei.2018.8633201 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
25.Burić, Matija; Pobar, Miran; Ivašić-Kos, MarinaObject Detection in Sports Videos // Proceedings of 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) / Biljanović, Petar (ur.). (ur.).
Opatija, Hrvatska: IEEE, 2018. str. 200-206 doi:10.23919/MIPRO.2018.8400189 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
