informИнформатикаInformatics1816-03012617-6963UIIP NASBinform-685Research ArticleОБРАБОТКА СИГНАЛОВ, ИЗОБРАЖЕНИЙ, РЕЧИ, ТЕКСТА И РАСПОЗНАВАНИЕ ОБРАЗОВSIGNAL, IMAGE, SPEECH, TEXT PROCESSING AND PATTERN RECOGNITIONВЫЧИСЛЕНИЕ ОБЪЕМОВ ОБЪЕКТОВ ТРЕХМЕРНЫХ УЛЬТРАЗВУКОВЫХ ИЗОБРАЖЕНИЙБогушА. Л.СнежкоЭ. В.ТузиковА. В.Объединенный институт проблем информатики НАН БеларусиBelarus20061312201802(10)516Copyright © Богуш А.Л., Снежко Э.В., Тузиков А.В., 20182018Богуш А.Л., Снежко Э.В., Тузиков А.В.Богуш А.Л., Снежко Э.В., Тузиков А.В.Данная работа распространяется под лицензией Creative Commons Attribution 4.0.This work is licensed under a Creative Commons Attribution 4.0 License.https://inf.grid.by/jour/article/view/685

Предлагаются несколько подходов для измерения объемов объектовтрехмерных ультразвуковых изображений. Первый подход основан на интерполяции кубическим сплайном функции площади сечения объекта. В данном случае на вход поступает информация о площадях и положении в пространстве для некоторого множества сечений объекта. Объем объекта вычисляется по предложенным формулам без восстановления поверхности объекта. Второй подход использует деформируемые модели для интерполяции поверхности объекта и оценки его объема. Эти подходы были разработаны с целью повышения точности ранней диагностики заболеваний щитовидной железы на основе анализа ультразвуковых изображений.

ReferencesDiagnostic Ultrasound: Physics and Equipment / P.R. Hoskins [et al.] – Greenwich Medical Media Ltd, 2003. – 233 p.Diagnostic Ultrasound: Physics and Equipment / P.R. Hoskins [et al.] – Greenwich Medical Media Ltd, 2003. – 233 p.Colquhoun, K. Basic science: ultrasound / K. Colquhoun, A. Alam, D. Wilson // Mini-Symposium: Radiology for the FRCS. Current Orthopedics. – 2005. – № 19. – P. 27–33.Colquhoun, K. Basic science: ultrasound / K. Colquhoun, A. Alam, D. Wilson // Mini-Symposium: Radiology for the FRCS. Current Orthopedics. – 2005. – № 19. – P. 27–33.Rohling, R.N. Issues In 3-D Free-Hand Medical Ultrasound Imaging / R.N. Rohling, A.H. Gee. CUED/F-INFENG/TR 246. – Cambridge: Cambridge University, Engineering Department, 1996. – 29 p.Rohling, R.N. Issues In 3-D Free-Hand Medical Ultrasound Imaging / R.N. Rohling, A.H. Gee. CUED/F-INFENG/TR 246. – Cambridge: Cambridge University, Engineering Department, 1996. – 29 p.Clinical application of new 3D and 4D visualization and quantification tools for cardiac diagnosis and therapy / I. Wolfa [et al.] // International Congress Series. – 2003. – Vol. 1256. – P. 735–740.Clinical application of new 3D and 4D visualization and quantification tools for cardiac diagnosis and therapy / I. Wolfa [et al.] // International Congress Series. – 2003. – Vol. 1256. – P. 735–740.Fenster, A. Three-dimensional ultrasound imaging / A. Fenster, D. Downey, H. Cardinal // Physics in Medicine and Biology. – 2001. – № 46. – P. 67–99.Fenster, A. Three-dimensional ultrasound imaging / A. Fenster, D. Downey, H. Cardinal // Physics in Medicine and Biology. – 2001. – № 46. – P. 67–99.Tracking Three Dimensional Ultrasound with Immunity from Ferro-Magnetic Interference / F. H. Sheehan [et al.] // MICCAI 2003, LNCS. – 2003. – Vol. 2879. – P. 192–198.Tracking Three Dimensional Ultrasound with Immunity from Ferro-Magnetic Interference / F. H. Sheehan [et al.] // MICCAI 2003, LNCS. – 2003. – Vol. 2879. – P. 192–198.Optimisation and evaluation of an electromagnetic tracking device for high-accuracy three-dimensional ultrasound imaging of the carotid arteries / D. C. Barratt [et al.] // Ultrasound in Med. & Biol. – 2001. – Vol. 27. – № 7. – P. 957–968.Optimisation and evaluation of an electromagnetic tracking device for high-accuracy three-dimensional ultrasound imaging of the carotid arteries / D. C. Barratt [et al.] // Ultrasound in Med. & Biol. – 2001. – Vol. 27. – № 7. – P. 957–968.Flaccavento, G. Patient and Probe Tracking During Freehand Ultrasound / G. Flaccavento, P. Lawrence, R. Rohling // MICCAI 2004: LNCS. – 2004. – Vol. 3217. – P. 585–593.Flaccavento, G. Patient and Probe Tracking During Freehand Ultrasound / G. Flaccavento, P. Lawrence, R. Rohling // MICCAI 2004: LNCS. – 2004. – Vol. 3217. – P. 585–593.3D US frame positioning using speckle decorrelation and image registration / R.-F. Chang [et al.] // Ultrasound in Med. & Biol. – 2003. – Vol. 29. – № 6. – P. 801–812.3D US frame positioning using speckle decorrelation and image registration / R.-F. Chang [et al.] // Ultrasound in Med. & Biol. – 2003. – Vol. 29. – № 6. – P. 801–812.Sensorless freehand 3D ultrasound using regression of the echo intensity / R.W. Prager [et al.] // Ultrasound in Med. & Biol. – 2003. – Vol. 29. – № 3. – P. 437–446.Sensorless freehand 3D ultrasound using regression of the echo intensity / R.W. Prager [et al.] // Ultrasound in Med. & Biol. – 2003. – Vol. 29. – № 3. – P. 437–446.Rizzatto, G. Ultrasound transducers / G. Rizzatto // European Journal of Radiology. – 1998. – № 27. – P. 188–195.Rizzatto, G. Ultrasound transducers / G. Rizzatto // European Journal of Radiology. – 1998. – № 27. – P. 188–195.VOLUS – a visualization system for 3D ultrasound data / J. Varandas [et al.] // Ultrasonics. – 2004. – № 42. – P. 689–694.VOLUS – a visualization system for 3D ultrasound data / J. Varandas [et al.] // Ultrasonics. – 2004. – № 42. – P. 689–694.Gooding, M.J. Volume Reconstruction from Sparse 3D Ultrasonography / M.J. Gooding, S. Kennedy, J.A. Noble // MICCAI 2003, LNCS. – 2003. – Vol. 2879. – P. 416–423.Gooding, M.J. Volume Reconstruction from Sparse 3D Ultrasonography / M.J. Gooding, S. Kennedy, J.A. Noble // MICCAI 2003, LNCS. – 2003. – Vol. 2879. – P. 416–423.Fast surface and volume estimation from non-parallel cross-sections for freehand 3D ultrasound / G.M. Treece [et al.] // Medical Image Analysis. – 1999. – Vol. 3. – № 2. – P. 141–173.Fast surface and volume estimation from non-parallel cross-sections for freehand 3D ultrasound / G.M. Treece [et al.] // Medical Image Analysis. – 1999. – Vol. 3. – № 2. – P. 141–173.Watanabe, Y. A method for volume estimation by using vector areas and centroids of serial cross sections / Y. Watanabe // IEEE Trans. Biomed. Eng. – 1982. – № 29. – P. 202–205.Watanabe, Y. A method for volume estimation by using vector areas and centroids of serial cross sections / Y. Watanabe // IEEE Trans. Biomed. Eng. – 1982. – № 29. – P. 202–205.Treece, G. Volume measurement and surface visualisation in sequential freehand 3D ultrasound. PhD thesis. / G. Treece. – University of Cambridge, Department of Engineering, 2000. – 183 p.Treece, G. Volume measurement and surface visualisation in sequential freehand 3D ultrasound. PhD thesis. / G. Treece. – University of Cambridge, Department of Engineering, 2000. – 183 p.Sheynin, S.A. Improvements of volume computation from non-parallel cross-sections / S.A. Sheynin, A.V. Tuzikov, A.L. Bogush // 17th International Conference on Pattern Recognition (ICPR’2004). 23–26 August 2004. – Cambridge, UK. – 2004. – Vol. 4. – P. 815–818.Sheynin, S.A. Improvements of volume computation from non-parallel cross-sections / S.A. Sheynin, A.V. Tuzikov, A.L. Bogush // 17th International Conference on Pattern Recognition (ICPR’2004). 23–26 August 2004. – Cambridge, UK. – 2004. – Vol. 4. – P. 815–818.The use of three-dimensional ultrasound for thyroid volumetry / S. Schlogl [et al.] // Thyroid. – 2001. – Vol. 11. – № 6. – P. 569–574.The use of three-dimensional ultrasound for thyroid volumetry / S. Schlogl [et al.] // Thyroid. – 2001. – Vol. 11. – № 6. – P. 569–574.Sheynin, S. Moment computation for objects with spline curve boundary / S. Sheynin, A. Tuzikov // IEEE Transactions on Pattern Analysis and Machine Intelligence. – 2003. – Vol. 25. – № 10. – P. 1317–1322.Sheynin, S. Moment computation for objects with spline curve boundary / S. Sheynin, A. Tuzikov // IEEE Transactions on Pattern Analysis and Machine Intelligence. – 2003. – Vol. 25. – № 10. – P. 1317–1322.Delingette, H. General object reconstruction based on simplex meshes / H. Delingette // International Journal of Computer Vision. – 1999. – Vol. 32. – № 2. – P. 111–146.Delingette, H. General object reconstruction based on simplex meshes / H. Delingette // International Journal of Computer Vision. – 1999. – Vol. 32. – № 2. – P. 111–146.Borgefors, G. Applications using distance transformation / G. Borgefors // Aspects of Visual Form Processing: World Scientific. – 1994. – P. 83–108.Borgefors, G. Applications using distance transformation / G. Borgefors // Aspects of Visual Form Processing: World Scientific. – 1994. – P. 83–108.Снежко, Э.В. Восстановление объектов по трехмерным ультразвуковым изображениям на основе симплекс-сетей / Э.В. Снежко, А.В. Тузиков // Информатика. – 2004. – № 3. – С. 77–86.Снежко, Э.В. Восстановление объектов по трехмерным ультразвуковым изображениям на основе симплекс-сетей / Э.В. Снежко, А.В. Тузиков // Информатика. – 2004. – № 3. – С. 77–86.Tuzikov, A.V. Computation of volume and surface body moments / A.V. Tuzikov, S.A. Sheynin, P.V. Vasiliev // Pattern Recognition. – 2003. – Vol. 36. – P. 2521–2529.Tuzikov, A.V. Computation of volume and surface body moments / A.V. Tuzikov, S.A. Sheynin, P.V. Vasiliev // Pattern Recognition. – 2003. – Vol. 36. – P. 2521–2529.

The authors declare that there are no conflicts of interest present.