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EnglishTexture features are often used on ultrasound images in various applications to give forth important clinical information. Recently, many beamforming techniques have been developed to provide better resolution and contrast in the final image. It is currently unknown, however, how these different techniques may also alter pixel intensity spatial distribution, known as texture. We provide here a robustness analysis of first and second order texture features using six beamforming techniques, on both phantom and in vivo musculoskeletal images. We show that second order texture features are more robust compared to first order features, especially when considering in vivo musculoskeletal images.
Robustness Analysis of Texture Features with Different Beamforming Techniques / Seoni, S.; Matrone, G.; Meiburger, K. M.. - 2020-:(2020), pp. 1-4. ((Intervento presentato al convegno 2020 IEEE International Ultrasonics Symposium, IUS 2020 tenutosi a Virtual nel September 6-11, 2020 [10.1109/IUS46767.2020.9251737].
| Titolo: | Robustness Analysis of Texture Features with Different Beamforming Techniques | |
| Autori: | ||
| Data di pubblicazione: | 2020 | |
| Serie: | ||
| Abstract: | Texture features are often used on ultrasound images in various applications to give forth import...ant clinical information. Recently, many beamforming techniques have been developed to provide better resolution and contrast in the final image. It is currently unknown, however, how these different techniques may also alter pixel intensity spatial distribution, known as texture. We provide here a robustness analysis of first and second order texture features using six beamforming techniques, on both phantom and in vivo musculoskeletal images. We show that second order texture features are more robust compared to first order features, especially when considering in vivo musculoskeletal images. | |
| ISBN: | 978-1-7281-5448-0 | |
| Appare nelle tipologie: | 4.1 Contributo in Atti di convegno |
File in questo prodotto:
| File | Descrizione | Tipologia | Licenza | |
|---|---|---|---|---|
| 2020_IUS_texture.pdf | Articolo | 2. Post-print / Author's Accepted Manuscript | PUBBLICO - Tutti i diritti riservati | Visibile a tuttiVisualizza/Apri |
| Meiburger-Robustness.pdf | 2a Post-print versione editoriale / Version of Record | Non Pubblico - Accesso privato/ristretto | Administrator Richiedi una copia |
http://hdl.handle.net/11583/2860152
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