Medical Image Retrieval Approach by Texture Features Fusion Based on Hausdorff Distance
المؤلفون المشاركون
Xiaoyang, Yu
Xiaoming, Sun
Ning, Zhang
Haibin, Wu
Xue, Wu
Shuang, Yu
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-12، 12ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-08-27
دولة النشر
مصر
عدد الصفحات
12
التخصصات الرئيسية
الملخص EN
Medical images play an important role in the hospital diagnosis and treatment, which include a lot of valuable medical information.
Manually annotated viewing is obviously not effective in managing large amounts of medical imaging data.
Hence it is an important task to establish an efficient and accurate medical image retrieval system.
In this paper, a medical image retrieval approach based on Hausdorff distance combining Tamura texture features and wavelet transform algorithm is proposed.
The combination of Tamura texture features and wavelet transform features can extract the texture features of medical images more effectively, and Hausdorff distance can reflect the overall similarity of medical image feature set.
In this paper, 6 group experiments of brain MRI database and the lung CT database were conducted separately.
Experiments show that the proposed approach has higher accuracy than a single feature texture algorithm and is also higher than the approach of Tamura texture features and wavelet transform features combined with Euclidean distance.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Xiaoming, Sun& Ning, Zhang& Haibin, Wu& Xiaoyang, Yu& Xue, Wu& Shuang, Yu. 2018. Medical Image Retrieval Approach by Texture Features Fusion Based on Hausdorff Distance. Mathematical Problems in Engineering،Vol. 2018, no. 2018, pp.1-12.
https://search.emarefa.net/detail/BIM-1208804
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Xiaoming, Sun…[et al.]. Medical Image Retrieval Approach by Texture Features Fusion Based on Hausdorff Distance. Mathematical Problems in Engineering No. 2018 (2018), pp.1-12.
https://search.emarefa.net/detail/BIM-1208804
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Xiaoming, Sun& Ning, Zhang& Haibin, Wu& Xiaoyang, Yu& Xue, Wu& Shuang, Yu. Medical Image Retrieval Approach by Texture Features Fusion Based on Hausdorff Distance. Mathematical Problems in Engineering. 2018. Vol. 2018, no. 2018, pp.1-12.
https://search.emarefa.net/detail/BIM-1208804
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1208804
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر