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2017 | OriginalPaper | Buchkapitel

Three-Dimensional Reconstruction of Ultrasound Images Based on Area Iteration

verfasst von : Biying Chen, Haijiang Zhu, Jinglin Zhou, Ping Yang, Longbiao He

Erschienen in: Computer Vision

Verlag: Springer Singapore

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Abstract

Ultrasonic C scan technique has been extensively applied in nondestructive testing (NDT) in recent years. Aiming at ultrasonic C scanning original data, this paper presents a 3D reconstruction algorithm for ultrasonic C scanning image based on area iteration. Because the distance between two neighboring slices is small, the area chance between two neighboring images is also few. Therefore, we design an iterative rule on the area of the object to detect and extract the target contour of each image. After preprocessing of ultrasonic C image, we extract the contour of the object scanned by ultrasonic transducer. Then, we reconstruct the 3D ultrasonic C scanning image using marching cube algorithm. In experiments, we implement the proposed method for ultrasonic scanning data of tissue-mimicking phantom including a liver model, and we compare the proposed method with other methods. The results show that the proposed method can more accurately display the edge information of the scanned object, and improve the precision of region detection, especially suitable when the edge has the incomplete information.

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Literatur
1.
Zurück zum Zitat Sharmila, K., Sangeetha Lakshmi, G., Siva, S.A.: High-speed medical imaging in 3D ultrasound computer tomography. IRJET 2(7), 346–350 (2015) Sharmila, K., Sangeetha Lakshmi, G., Siva, S.A.: High-speed medical imaging in 3D ultrasound computer tomography. IRJET 2(7), 346–350 (2015)
2.
Zurück zum Zitat Prager, R.W., Ijaz, U.Z., Gee, A.H., Treece, G.M.: Three-dimensional ultrasound imaging. Proc. Inst. Mech. Eng. Part H J. Eng. Med. 224(2), 193–223 (2010)CrossRef Prager, R.W., Ijaz, U.Z., Gee, A.H., Treece, G.M.: Three-dimensional ultrasound imaging. Proc. Inst. Mech. Eng. Part H J. Eng. Med. 224(2), 193–223 (2010)CrossRef
3.
Zurück zum Zitat Jin, C.-Z., Nam, K.-H., Paeng, D.-G.: The spatio-temporal variation of rat carotid artery bifurcation by ultrasound imaging. In: Ultrasonics Symposium, pp. 1900–1903 (2014) Jin, C.-Z., Nam, K.-H., Paeng, D.-G.: The spatio-temporal variation of rat carotid artery bifurcation by ultrasound imaging. In: Ultrasonics Symposium, pp. 1900–1903 (2014)
4.
Zurück zum Zitat Riviere, C.N., Thakral, A., Iordachita, I.I., Mitroi, G., Stoianovici, D.: Predicting respiratory motion for active canceling during percutaneous needle insertion. In: Proceedings of the IEEE International Conference in Medicine and Biology Society, vol. 4, pp. 3477–3480 (2001) Riviere, C.N., Thakral, A., Iordachita, I.I., Mitroi, G., Stoianovici, D.: Predicting respiratory motion for active canceling during percutaneous needle insertion. In: Proceedings of the IEEE International Conference in Medicine and Biology Society, vol. 4, pp. 3477–3480 (2001)
5.
Zurück zum Zitat Abolhassani, N., Patel, R.V.: Deflection of a flexible needle during insertion into soft tissue. In: Proceedings of the IEEE International Conference on Engineering in Medicine and Biology Society, vol. 1, no. 3, pp. 3858–3861 (2006) Abolhassani, N., Patel, R.V.: Deflection of a flexible needle during insertion into soft tissue. In: Proceedings of the IEEE International Conference on Engineering in Medicine and Biology Society, vol. 1, no. 3, pp. 3858–3861 (2006)
6.
Zurück zum Zitat Majewicz, A., Marra, S.P., van Vledder, M.G., Lin, M., Choti, M., Song, D.Y., et al.: Behavior of tip-steerable needles in ex vivo and in vivo tissue. IEEE Trans. Biomed. Eng. 59(10), 2705–2715 (2012)CrossRef Majewicz, A., Marra, S.P., van Vledder, M.G., Lin, M., Choti, M., Song, D.Y., et al.: Behavior of tip-steerable needles in ex vivo and in vivo tissue. IEEE Trans. Biomed. Eng. 59(10), 2705–2715 (2012)CrossRef
7.
Zurück zum Zitat Abayazid, M., op den Buijs, J., de Korte, C.L., Misra, S.: Effect of skin thickness on target motion during needle insertion into soft-tissue phantoms. In: IEEE Ras and Embs International Conference on Biomedical Robotics and Biomechatronics, vol. 9, no. 4, pp. 755–760 (2012) Abayazid, M., op den Buijs, J., de Korte, C.L., Misra, S.: Effect of skin thickness on target motion during needle insertion into soft-tissue phantoms. In: IEEE Ras and Embs International Conference on Biomedical Robotics and Biomechatronics, vol. 9, no. 4, pp. 755–760 (2012)
8.
Zurück zum Zitat Hong, J., Dohi, T., Hashizume, M., Konishi, K., Hata, N.: An ultrasound-driven needle-insertion robot for percutaneous cholecystostomy. Phys. Med. Biol. 49(3), 441–455 (2014)CrossRef Hong, J., Dohi, T., Hashizume, M., Konishi, K., Hata, N.: An ultrasound-driven needle-insertion robot for percutaneous cholecystostomy. Phys. Med. Biol. 49(3), 441–455 (2014)CrossRef
9.
Zurück zum Zitat Delgorge, C., Courreges, F., Bassit, L.A., Novales, C., Rosenberger, C., Smith-Guerin, N., et al.: A tele-operated mobile ultrasound scanner using a light-weight robot. IEEE Trans. Inf. Technol. Biomed. 9(1), 50–58 (2005)CrossRef Delgorge, C., Courreges, F., Bassit, L.A., Novales, C., Rosenberger, C., Smith-Guerin, N., et al.: A tele-operated mobile ultrasound scanner using a light-weight robot. IEEE Trans. Inf. Technol. Biomed. 9(1), 50–58 (2005)CrossRef
10.
Zurück zum Zitat Onogi, S., Yoshida, T., Sugano, Y., Mochizuki, T., Masuda, K.: Robotic ultrasound guidance by B-scan plane positioning control. Procedia CIRP 5(3), 100–103 (2013)CrossRef Onogi, S., Yoshida, T., Sugano, Y., Mochizuki, T., Masuda, K.: Robotic ultrasound guidance by B-scan plane positioning control. Procedia CIRP 5(3), 100–103 (2013)CrossRef
11.
Zurück zum Zitat Kim, C., Chang, D., Petrisor, D., Chirikjian, G., Han, M., Stoianovici, D.: Ultrasound probe and needle-guide calibration for robotic ultrasound scanning and needle targeting. IEEE Trans. Biomed. Eng. 60(6), 1728–1734 (2013)CrossRef Kim, C., Chang, D., Petrisor, D., Chirikjian, G., Han, M., Stoianovici, D.: Ultrasound probe and needle-guide calibration for robotic ultrasound scanning and needle targeting. IEEE Trans. Biomed. Eng. 60(6), 1728–1734 (2013)CrossRef
12.
Zurück zum Zitat Pierrot, F., Dombre, E., Dégoulange, E., Urbain, L., et al.: Hippocrate: a safe robot arm for medical applications with force feedback. Med. Image Anal. 3(3), 285–300 (1999)CrossRef Pierrot, F., Dombre, E., Dégoulange, E., Urbain, L., et al.: Hippocrate: a safe robot arm for medical applications with force feedback. Med. Image Anal. 3(3), 285–300 (1999)CrossRef
13.
Zurück zum Zitat Solberg, O.V., Lindseth, F., Torp, H., Blake, R.E., Nagelhus Hernes, T.A.: Freehand 3D ultrasound reconstruction algorithms-a review. Ultrasound Med. Biol. 33(7), 991–1009 (2007)CrossRef Solberg, O.V., Lindseth, F., Torp, H., Blake, R.E., Nagelhus Hernes, T.A.: Freehand 3D ultrasound reconstruction algorithms-a review. Ultrasound Med. Biol. 33(7), 991–1009 (2007)CrossRef
14.
Zurück zum Zitat Barry, C.D., Gee, A.H., Berman, L.: Three-dimensional freehand ultrasound: image reconstruction and volume analysis. Ultrasound Med. Biol. 23(8), 1209–1224 (1997)CrossRef Barry, C.D., Gee, A.H., Berman, L.: Three-dimensional freehand ultrasound: image reconstruction and volume analysis. Ultrasound Med. Biol. 23(8), 1209–1224 (1997)CrossRef
15.
Zurück zum Zitat Jensen, J.A., Nikolov, S.I., Gammelmark, K.L., Pedersen, M.H.: Synthetic aperture ultrasound imaging. Ultrasonics 1(8), 5–15 (2006)CrossRef Jensen, J.A., Nikolov, S.I., Gammelmark, K.L., Pedersen, M.H.: Synthetic aperture ultrasound imaging. Ultrasonics 1(8), 5–15 (2006)CrossRef
16.
Zurück zum Zitat Ungi, T., Abolmaesumi, P., Jalal, R., Welch, M., Ayukawa, I., Nagpal, S., Lasso, A., Jaeger, M., Borschneck, P.D., Fichtinger, G., Mousavi, P.: Spinal needle navigation by tracked ultrasound snapshots. IEEE Trans. Biomed. Eng. 59(10), 2766–2772 (2012)CrossRef Ungi, T., Abolmaesumi, P., Jalal, R., Welch, M., Ayukawa, I., Nagpal, S., Lasso, A., Jaeger, M., Borschneck, P.D., Fichtinger, G., Mousavi, P.: Spinal needle navigation by tracked ultrasound snapshots. IEEE Trans. Biomed. Eng. 59(10), 2766–2772 (2012)CrossRef
17.
Zurück zum Zitat Moon, H., Geonhwan, J., Park, S., Shin, H.: 3D freehand ultrasound reconstruction using a piecewise smooth Markov random field. Comput. Vis. Image Underst. 151, 101–113 (2016)CrossRef Moon, H., Geonhwan, J., Park, S., Shin, H.: 3D freehand ultrasound reconstruction using a piecewise smooth Markov random field. Comput. Vis. Image Underst. 151, 101–113 (2016)CrossRef
18.
Zurück zum Zitat Suzuki, K., Horiba, I., Sugie, N.: Fast connected-component labeling based on sequential local operations in the course of forward raster scans. In: International Conference on Pattern Recognition, vol. 2, no. 2, pp. 434–437 (2000) Suzuki, K., Horiba, I., Sugie, N.: Fast connected-component labeling based on sequential local operations in the course of forward raster scans. In: International Conference on Pattern Recognition, vol. 2, no. 2, pp. 434–437 (2000)
Metadaten
Titel
Three-Dimensional Reconstruction of Ultrasound Images Based on Area Iteration
verfasst von
Biying Chen
Haijiang Zhu
Jinglin Zhou
Ping Yang
Longbiao He
Copyright-Jahr
2017
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-7299-4_18