Pregled po CROSBI profilu: Marina Ivašić Kos (CROSBI Profil: 17011, MBZ: 229324, ORCID: 0000-0002-1940-5089)
Pronađeno 103 radova
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1.Analysis 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.Review 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.Showing the Impact of Data Augmentation on Model's Decisions Using Integrated Gradients // Intelligent Sustainable Systems, Lecture Notes in Networks and Systems 578 / Nagar, A. K. (ur.).
Singapur: Springer, 2023. 52, 9 doi:10.1007/978-981-19-7660-5_52 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
4.Znanstveni skup doktorskih studenata informatike: INFCON22 - zbornik sažetaka / Martinčić-Ipšić, Sanda ; Ivašić Kos, Marina ; Beliga, Slobodan (ur.). Rijeka: Fakultet informatike i digitalnih tehnologija, 2022 (zbornik sažetaka)
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5.Multi-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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6.Deep Learning Approach For Objects Detection in Underwater Pipeline Images // Applied artificial intelligence, 32 (2022), 1; 2146853, 21 doi:10.1080/08839514.2022.2146853 (međunarodna recenzija, članak, znanstveni)
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7.3D 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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8.An 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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9.A new approach to dominant motion pattern recognition at the macroscopic crowd level // Engineering applications of artificial intelligence, 116 (2022), 105387, 18 doi:10.1016/j.engappai.2022.105387 (međunarodna recenzija, članak, znanstveni)
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10.Effect of Data Augmentation Methods on Face Image Classification Results // Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods 2022
Beč, Austrija: SCITEPRESS, 2022. str. 660-667 doi:10.5220/0010883800003122 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
11.Transfer 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.).
London, Ujedinjeno Kraljevstvo: Springer, 2022. str. 688-701 doi:10.1007/978-3-030-82196-8_51 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
12.Application 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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13.Baza slika za strojno učenje modela za detekciju plivača // Zbornik Veleučilišta u Rijeci / Journal of the Polytechnic of Rijeka (2021) (domaća recenzija, prihvaćen)
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14.JavaScript i moderni razvoj web aplikacija // CASE21 - razvoju poslovnih i informatičkih sustava / Polonijo, Mislav (ur.).
Rijeka: Case d.o.o., 2021. str. 297-2103 (predavanje, domaća recenzija, cjeloviti rad (in extenso), stručni) -
15.Person localization and distance determination using the raycast method // 2021 6th International Conference on Smart and Sustainable Technologies (SpliTech)
Split: Institute of Electrical and Electronics Engineers (IEEE), 2021. 9566329, 6 doi:10.23919/SpliTech52315.2021.9566329 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
16.Action Recognition in Handball Scenes // Intelligent Computing. Lecture Notes in Networks and Systems / Kohei Arai (ur.).
Cham: Springer, 2021. str. 645-656 doi:10.1007/978-3-030-80119-9_41 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
17.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 : Delhi: IntechOpen, 2021. 75342, 21 doi:10.5772/intechopen.96308 -
18.Automatic Person Detection in Search and Rescue Operations Using Deep CNN Detectors // IEEE Access, 9 (2021), 37905-37922 doi:10.1109/ACCESS.2021.3063681 (međunarodna recenzija, članak, znanstveni)
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19.Mogućnost 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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20.Person Detection in Drone Imagery // Proceedings of 5th International Conference on Smart and Sustainable Technologies - SpliTech / Rodrigues, Joel J.P.C. ; Nižetić, Sandro (ur.).
Split: Fakultet elektrotehnike, strojarstva i brodogradnje Sveučilišta u Splitu, 2020. 42, 6 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
21.Detecting Objects in Drone Imagery: a Brief Overview of Recent Progress // Proceedings of MIPRO 2020, 43rd International Convention / Skala, Karolj (ur.).
Opatija: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 2020. str. 1296-1301 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
22.Modifikacija arkadnih igara Space Invaders i Super Mario u edukativne inačice za učenje matematike i hrvatskog jezika // Proceedings of the 43rd international convention MIPRO / Skala, Karolj (ur.).
Rijeka: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 2020. str. 1064-1069 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
23.Teaching Programming Skills to Girls // Proceedings of the International Conference e- Learning 2020 / Baptista Nunes, Miguel ; Isaias, Pedro (ur.).
Zagreb, Hrvatska: international association for development of the information society, 2020. str. 151-154 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
24.Thermal 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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25.Task-Technology Fit and Continuance of Use of Web- based Programming Tool: A Pilot Study // Proceedings of the 3rd International Conference on Human Systems Engineering and Design: Future Trends and Applications (IHSED 2020), Human Systems Engineering and Design III, Advances in Intelligent Systems and Computing (AISC, volume 1269) / Karwowski, W. ; Ahram, T. ; Etinger, D. ; Tanković, N. ; Taiar, R. (ur.).
Cham: Springer, 2020. str. 57-62 doi:10.1007/978-3-030-58282-1_10 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
26.Exploring the Acceptance of the Web-based Coding Tool in an Introductory Programming Course: A Pilot Study // Proceedings of the 3rd International Conference on Human Interaction and Emerging Technologies (IHIET 2020), Human Interaction, Emerging Technologies and Future Applications III, Advances in Intelligent Systems and Computing (AISC, volume 1253) / Ahram, Tareq ; Taiar, Redha ; Langlois, Karine ; Choplin, Arnaud (ur.).
Cham: Springer, 2020. str. 42-48 doi:10.1007/978-3-030-55307-4_7 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
27.Active 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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28.Tracking 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.).
Valletta, Malta: SCITEPRESS, 2020. str. 593-599 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
29.Player Tracking in Sports Videos // 2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom)
Sydney: Institute of Electrical and Electronics Engineers (IEEE), 2019. str. 334-340 doi:10.1109/CloudCom.2019.00058 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
30.Active Player Detection in Handball Videos Using Optical Flow and STIPs Based Measures // 13th International Conference on Signal Processing and Communication Systems ICSPCS 2019
Gold Coast, Australija: Institute of Electrical and Electronics Engineers (IEEE), 2019. str. 234-241 doi:10.1109/ICSPCS47537.2019.9008460 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
31.Object Detection Using Synthesized Data // ICT Innovations 2019, Web Proceedings / Gievska, Sonja ; Madjarov, Gjorgji (ur.).
Ohrid: Springer Communications in Computer and Information Science book series, 2019. str. 110-124 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
32.Računalni vid: izazovi // Riječki znanstveni mostovi 4: Prirodna i umjetna inteligencija: suživot, suradnja, sukobi / Horvat, Saša (ur.).
Zagreb : Rijeka: Katolički bogoslovni fakultet Sveučilišta u Zagrebu, Teologija u Rijeci, 2019. str. 14-14 (pozvano predavanje, međunarodna recenzija, sažetak, ostalo) -
33.Detection of Toy Soldiers Taken from a Bird’s Perspective Using Convolutional Neural Networks // 11th International Conference ICT Innovations / Gievska, S. ; Madjarov, G. (ur.).
Ohrid, Sjeverna Makedonija: Springer, 2019. str. 13-26 doi:10.1007/978-3-030-33110-8_2 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
34.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. str. 254-267 doi:10.1007/978-3-030-29513-4_18 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
35.Supporting Learning Programming Using Educational Digital Games // Proceedings of the European Conference on Games Based Learning / Elbæk, L. ; Majgaard, G. ; Valente, A. ; Khalid, Md. S. (ur.).
Reading: Academic Conferences and Publishing International Limited, 2019. str. 999-1003 doi:10.34190/GBL.19.094 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
36.Deep Image Captioning: An Overview // Proceedings of 42nd International ICT Convention – MIPRO 2019 / Biljanović, Petar (ur.). (ur.).
Opatija: Mipro, 2019. str. 1179-1184 doi:10.23919/MIPRO.2019.8756821 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
37.Thermal Imaging Dataset for Person Detection // Proceedings of 42nd International ICT Convention – MIPRO 2019 / Biljanović, Petar (ur.). (ur.).
Opatija: Mipro, 2019. str. 1316-1321 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
38.Human Detection in Thermal Imaging Using YOLO // ICCTA 2019 Proceedings of the 2019 5th International Conference on Computer and Technology Applications
Istanbul: ACM New York, USA, 2019. str. 20-26 doi:10.1145/3323933.3324076 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
39.Projekt Coding4Girls // Proceedings of the 42nd International Convention MIPRO 2019 / Skala, Karolj (ur.).
Rijeka: Croatian Society for Information and Communication Technology, Electronics and Microelectronics – MIPRO, 2019. str. 594-598 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
40.Adapting YOLO Network for Ball and Player Detection // Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM
Prag: SciTePress, 2019. str. 845-851 doi:10.5220/0007582008450851 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
41.Learning to Code and Collaborate in a Web Environment // Proceedings of the AHFE 2018 International Conference on Human Factors in Training, Education, and Learning Sciences, Advances in Intelligent Systems and Computing (AISC, volume 785) / Nazir, Salman ; Teperi, Anna-Maria ; Polak-Sopińska, Aleksandra (ur.).
Cham: Springer, 2019. str. 54-65 doi:10.1007/978-3-319-93882-0_6 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
42.Automatska detekcija plivačkih tehnika i analiza plivačkih stilova, 2018., diplomski rad, diplomski, Fakultet informatike i digitalnih tehnologija, Rijeka
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43.Ball Detection using Yolo and Mask R-CNN // Proceedings - 2018 International Conference on Computational Science and Computational Intelligence, CSCI 2018
Las Vegas (NV), 2018. str. 319-323 doi:10.1109/CSCI46756.2018.00068 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
44.Detection 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.).
München: SPIE, 2018. 110411V, 8 doi:10.1117/12.2522668 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
45.Building 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: Institute of Electrical and Electronics Engineers (IEEE), 2018. str. 1-6 doi:10.1109/euvip.2018.8611642 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
46.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) / Li, W ; Li, Q ; Wang, L (ur.).
Peking, Kina: Institute of Electrical and Electronics Engineers (IEEE), 2018. 8633201, 6 doi:10.1109/cisp-bmei.2018.8633201 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
47.Object Detection in Sports Videos // Proceedings of 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) / Biljanović, Petar (ur.). (ur.).
Opatija: Institute of Electrical and Electronics Engineers (IEEE), 2018. str. 200-206 doi:10.23919/MIPRO.2018.8400189 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
48.An Overview of Thermal Face Recognition Methods // Proceedings of 2018 41st International Convention on Information and Communication Technology, / Biljanović, Petar (ur.). (ur.).
Rijeka: (MIPRO, 2018. str. 174-200 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
49.Multi-label Classification of Movie Posters into Genres with Rakel Ensemble Method // Artificial Intelligence XXXIV. SGAI 2017. Lecture Notes in Computer Science, vol 10630 / Bramer, M. ; Petridis, M. (ur.).
Cham: Springer, 2017. str. 370-383 doi:10.1007/978-3-319-71078-5_31 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
50.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: Springer, 2017. str. 367-378 doi:10.1007/978-3-319-64698-5_31 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
