期刊文献+

利用神经网络自动识别X线头颅影像标记点

Automatic Localization of Landmarks for Cephalometry by BP Neural Network
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摘要 目的:研究并设计能够自动完成对X线颅颌面影像定点分析的实用程序。方法:采用数学形态学技术对图像增强,识别并提取子图像缩小标志点的标定范围,利用神经网络识别并定位标志点。结果:利用本文所述的方法设计的识别程序很好地完成了对测试X线颅颌面影像的自动定点分析。结论:此法能够高效且准确地对X光颅颌面影像进行自动定点分析。 Objective:To design an automatic cephalometric program to analyse the cephalogram. Methods:The images were enhanced by morphologic method,and then recognized and segmented into sub-images. The landmarks were recognized by BP neural network. Results:The program accurately identified landmarks of the test images. Conclusion,, The method can automatically analyse and identify the cephalograms fast and accurately.
出处 《放射学实践》 2006年第10期1066-1068,共3页 Radiologic Practice
关键词 颅颌面测量 自动识别 标志点 Orthodontics cephalometry Automatic recognition Landmarks
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参考文献4

  • 1Levy-mandel Ad,Venetsanopoulos AN,Tsotsos JK.Knowledgebased Landmarking of Cephalograms[J].Comput Biomed Res,1986,19(2):282-309.
  • 2邵金陵,林珠,李东,赵荣椿,任金昌.X线颅颌面影像自动识别定点研究[J].口腔正畸学,2002,9(4):169-171. 被引量:5
  • 3Yen-ting Chen,Kuo-sheng Cheng,Jia-kuang liu.Lmproving Cephalogram Analysis through Feature Subimage Extraction[J].IEEE Engineering in Medicine And Biology,1999,1(1):25-31.
  • 4Susanta,Mukhopadhyay,Bhabatosh,et al.A Multiscale Morphological Approach to Localcontrast Enhancement[J].Signal Processing,2000,80(4):685-696.

二级参考文献5

  • 1Okumura H, Chen L, Tsutsumi S, et al. Three - dimensional virtual imaging of facial skeleton and dental morphologic condition for treatment planning in orthognathic surgery. Am J Orthod Dentofac Orthop, 1999,116:126-31.
  • 2Bishara SE, Cummins DM, Jorgensen GJ. A computer assisted pho-togrammetric analysis of soft tissue changes after orthodontic treatment.(Part Ⅰ). Am J Orthod Dentofacial Orthop, 1995,107:633 - 9.
  • 3Cummins DM, Bishara SE, Jakobsen JR. A computer assisted photogram-metric analysis of soft tissue changes after orthodontic treatment. (PartⅡ ). Am J Orthod Dentofacial Orthop, 1995,108: 38 - 47.
  • 4Forsyth DB, Davis DN. Assessment of an automated cephalometric analysis system. Eur J Orthod, 1996,18:147 - 54.
  • 5邵金陵,林珠,任金昌,赵荣椿.X线颅颌影像硬组织内部结构的自动识别[J].北京口腔医学,2002,10(1):5-8. 被引量:6

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