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@article{DBLP:journals/apin/MilkovicPMSLB24,
  author       = {Fran Milkovic and
                  Luka Posilovic and
                  Duje Medak and
                  Marko Subasic and
                  Sven Loncaric and
                  Marko Budimir},
  title        = {FRAnomaly: flow-based rapid anomaly detection from images},
  journal      = {Appl. Intell.},
  volume       = {54},
  number       = {4},
  pages        = {3502--3515},
  year         = {2024},
  url          = {https://doi.org/10.1007/s10489-024-05332-1},
  doi          = {10.1007/S10489-024-05332-1},
  timestamp    = {Mon, 15 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/apin/MilkovicPMSLB24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@phdthesis{DBLP:phd/basesearch/Medak22,
  author       = {Duje Medak},
  title        = {Deep learning-based methods for defect detection from ultrasound images
                  ; Metode zasnovane na dubokom u{\v{c}}enju za detekciju defekata iz
                  ultrazvu{\v{c}}nih slika},
  school       = {University of Zagreb, Croatia},
  year         = {2022},
  url          = {https://dr.nsk.hr/islandora/object/fer:7551},
  urn          = {urn:nbn:hr:168:247036},
  timestamp    = {Wed, 12 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/basesearch/Medak22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijon/MedakPSBL22,
  author       = {Duje Medak and
                  Luka Posilovic and
                  Marko Subasic and
                  Marko Budimir and
                  Sven Loncaric},
  title        = {DefectDet: {A} deep learning architecture for detection of defects
                  with extreme aspect ratios in ultrasonic images},
  journal      = {Neurocomputing},
  volume       = {473},
  pages        = {107--115},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.neucom.2021.12.008},
  doi          = {10.1016/J.NEUCOM.2021.12.008},
  timestamp    = {Thu, 13 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijon/MedakPSBL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iconac/MedakMPSBL22,
  author       = {Duje Medak and
                  Fran Milkovic and
                  Luka Posilovic and
                  Marko Subasic and
                  Marko Budimir and
                  Sven Loncaric},
  title        = {Detection of Defective Bolts from Rotational Ultrasonic Scans Using
                  Convolutional Neural Networks},
  booktitle    = {27th International Conference on Automation and Computing, {ICAC}
                  2022, Bristol, United Kingdom, September 1-3, 2022},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICAC55051.2022.9911145},
  doi          = {10.1109/ICAC55051.2022.9911145},
  timestamp    = {Fri, 21 Oct 2022 16:47:30 +0200},
  biburl       = {https://dblp.org/rec/conf/iconac/MedakMPSBL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijon/PosilovicMSBL21,
  author       = {Luka Posilovic and
                  Duje Medak and
                  Marko Subasic and
                  Marko Budimir and
                  Sven Loncaric},
  title        = {Generative adversarial network with object detector discriminator
                  for enhanced defect detection on ultrasonic B-scans},
  journal      = {Neurocomputing},
  volume       = {459},
  pages        = {361--369},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.neucom.2021.06.094},
  doi          = {10.1016/J.NEUCOM.2021.06.094},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijon/PosilovicMSBL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/imspa/MedakPSPBL21,
  author       = {Duje Medak and
                  Luka Posilovic and
                  Marko Subasic and
                  Tomislav Petkovic and
                  Marko Budimir and
                  Sven Loncaric},
  editor       = {Tomislav Petkovic and
                  Davor Petrinovic and
                  Sven Loncaric},
  title        = {Rapid Defect Detection by Merging Ultrasound B-scans from Different
                  Scanning Angles},
  booktitle    = {12th International Symposium on Image and Signal Processing and Analysis,
                  {ISPA} 2021, Zagreb, Croatia, September 13-15, 2021},
  pages        = {219--224},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ISPA52656.2021.9552050},
  doi          = {10.1109/ISPA52656.2021.9552050},
  timestamp    = {Mon, 06 Nov 2023 15:50:05 +0100},
  biburl       = {https://dblp.org/rec/conf/imspa/MedakPSPBL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/imspa/PosilovicMSPBL21,
  author       = {Luka Posilovic and
                  Duje Medak and
                  Marko Subasic and
                  Tomislav Petkovic and
                  Marko Budimir and
                  Sven Loncaric},
  editor       = {Tomislav Petkovic and
                  Davor Petrinovic and
                  Sven Loncaric},
  title        = {Synthetic 3D Ultrasonic Scan Generation Using Optical Flow and Generative
                  Adversarial Networks},
  booktitle    = {12th International Symposium on Image and Signal Processing and Analysis,
                  {ISPA} 2021, Zagreb, Croatia, September 13-15, 2021},
  pages        = {213--218},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ISPA52656.2021.9552069},
  doi          = {10.1109/ISPA52656.2021.9552069},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/imspa/PosilovicMSPBL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2106-04281,
  author       = {Luka Posilovic and
                  Duje Medak and
                  Marko Subasic and
                  Marko Budimir and
                  Sven Loncaric},
  title        = {Generative adversarial network with object detector discriminator
                  for enhanced defect detection on ultrasonic B-scans},
  journal      = {CoRR},
  volume       = {abs/2106.04281},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.04281},
  eprinttype    = {arXiv},
  eprint       = {2106.04281},
  timestamp    = {Fri, 11 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-04281.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/imspa/PosilovicMSPBL19,
  author       = {Luka Posilovic and
                  Duje Medak and
                  Marko Subasic and
                  Tomislav Petkovic and
                  Marko Budimir and
                  Sven Loncaric},
  editor       = {Sven Loncaric and
                  Robert Bregovic and
                  Marco Carli and
                  Marko Subasic},
  title        = {Flaw Detection from Ultrasonic Images using {YOLO} and {SSD}},
  booktitle    = {11th International Symposium on Image and Signal Processing and Analysis,
                  {ISPA} 2019, Dubrovnik, Croatia, September 23-25, 2019},
  pages        = {163--168},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ISPA.2019.8868929},
  doi          = {10.1109/ISPA.2019.8868929},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/imspa/PosilovicMSPBL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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