Deep learning-based methods for defect detection from ultrasound images ; Metode zasnovane na dubokom učenju za detekciju defekata iz ultrazvučnih slika.

[BibT_eX]

[DOI]

Duje Medak

PhD thesis, 2022

DefectDet: A deep learning architecture for detection of defects with extreme aspect ratios in ultrasonic images.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Detection of Defective Bolts from Rotational Ultrasonic Scans Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Automation and Computing, 2022

2021

Generative adversarial network with object detector discriminator for enhanced defect detection on ultrasonic B-scans.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Synthetic 3D Ultrasonic Scan Generation Using Optical Flow and Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis, 2021

Rapid Defect Detection by Merging Ultrasound B-scans from Different Scanning Angles.

[BibT_eX]

[DOI]

Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis, 2021

2019

Flaw Detection from Ultrasonic Images using YOLO and SSD.

[BibT_eX]

[DOI]

Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019

Duje Medak

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