Machine learning–driven flaw detection for ultrasonic pipe inspections with acoustic lens
Anomaly-detection models to help flaw detection process.
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Selected Projects
Some interesting academic projects I’ve worked on that did not lead (yet) to formal publications.
Studie on acoustic impedance-matching layer
Understanding impedance-matching layer and how they can improve ultrasound inspections.
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Compensating non-ideal environmental conditions through TPS
Mitigating ultrasound image distortions on through thin-plate spline.
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Imaging the pipe's interior walls with and without an acoustic lens
Ultrasound imaging of pipes using our proposed acoustic lenses.
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A ray-tracing ultrasound simulator to aid acoustic lens design
A simplified simulator to help us to design better acoustic lenses.
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GPU-accelerated ultrasonic ray-tracing through complex geometries
A parallel GPU ray-tracing algorithm for ultrasound imaging.
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Inverse-based ultrasound imaging through linear programming
Ultrasound imaging casted as an inverse problem solved through linear programming.
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