| Publication type: | Article in scientific journal |
| Type of review: | Peer review (publication) |
| Title: | Joint 3-D vessel segmentation and centerline extraction using oblique Hough forests with steerable filters |
| Authors: | Schneider, Matthias Hirsch, Sven Weber, Bruno Székely, Gábor Menze, Bjoern H. |
| DOI: | 10.1016/j.media.2014.09.007 |
| Published in: | Medical Image Analysis |
| Volume(Issue): | 19 |
| Issue: | 1 |
| Page(s): | 220 |
| Pages to: | 249 |
| Issue Date: | 2015 |
| Publisher / Ed. Institution: | Elsevier |
| ISSN: | 1361-8415 1361-8423 |
| Language: | English |
| Subjects: | Centerline extraction; Multivariate Hough voting; Oblique random forest; Steerable filters; Vessel segmentation; Algorithms |
| Subject (DDC): | 610: Medicine and health |
| Abstract: | We propose a novel framework for joint 3-D vessel segmentation and centerline extraction. The approach is based on multivariate Hough voting and oblique random forests (RFs) that we learn from noisy annotations. It relies on steerable filters for the efficient computation of local image features at different scales and orientations. |
| URI: | https://digitalcollection.zhaw.ch/handle/11475/13617 |
| Fulltext version: | Published version |
| License (according to publishing contract): | Licence according to publishing contract |
| Departement: | Life Sciences and Facility Management |
| Organisational Unit: | Institute of Computational Life Sciences (ICLS) |
| Appears in collections: | Publikationen Life Sciences und Facility Management |
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Schneider, M., Hirsch, S., Weber, B., Székely, G., & Menze, B. H. (2015). Joint 3-D vessel segmentation and centerline extraction using oblique Hough forests with steerable filters. Medical Image Analysis, 19(1), 220–249. https://doi.org/10.1016/j.media.2014.09.007
Schneider, M. et al. (2015) ‘Joint 3-D vessel segmentation and centerline extraction using oblique Hough forests with steerable filters’, Medical Image Analysis, 19(1), pp. 220–249. Available at: https://doi.org/10.1016/j.media.2014.09.007.
M. Schneider, S. Hirsch, B. Weber, G. Székely, and B. H. Menze, “Joint 3-D vessel segmentation and centerline extraction using oblique Hough forests with steerable filters,” Medical Image Analysis, vol. 19, no. 1, pp. 220–249, 2015, doi: 10.1016/j.media.2014.09.007.
SCHNEIDER, Matthias, Sven HIRSCH, Bruno WEBER, Gábor SZÉKELY und Bjoern H. MENZE, 2015. Joint 3-D vessel segmentation and centerline extraction using oblique Hough forests with steerable filters. Medical Image Analysis. 2015. Bd. 19, Nr. 1, S. 220–249. DOI 10.1016/j.media.2014.09.007
Schneider, Matthias, Sven Hirsch, Bruno Weber, Gábor Székely, and Bjoern H. Menze. 2015. “Joint 3-D Vessel Segmentation and Centerline Extraction Using Oblique Hough Forests with Steerable Filters.” Medical Image Analysis 19 (1): 220–49. https://doi.org/10.1016/j.media.2014.09.007.
Schneider, Matthias, et al. “Joint 3-D Vessel Segmentation and Centerline Extraction Using Oblique Hough Forests with Steerable Filters.” Medical Image Analysis, vol. 19, no. 1, 2015, pp. 220–49, https://doi.org/10.1016/j.media.2014.09.007.
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