CBMIR: Content Based Medical Image Retrieval Using Multilevel Hybrid Approach
نویسندگان
چکیده
منابع مشابه
CBMIR: Content Based Medical Image Retrieval Using Multilevel Hybrid Approach
The problem of retrieval and managing of medical images has become more important due to its scalability and rich information contained in it. In day to day activities, as more as medical images were converted into digital form. Due to its nature, the need for efficient and simple access to this data is essential one. This paper proposed a novel approach namely “content based medical image retr...
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This paper aims to develop an efficient visual -content based technique to search, and retrieve images from the medical image database. Various features such as texture, color, intensity, shape, resolution, global and local are extracted from the medical images for the retrieval. In this work; we concentrate on the retrieval of eye images. Intensity and texture feature are used to retrieve imag...
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The paper presents an intelligent hybrid approach for content-based image retrieval based on texture feature. The proposed approach employs an Auto–Associative Neural Network (AANN) for feature extraction and a Multi–Layer Perceptron (MLP) with a single hidden layer for the classification. Two intelligent approaches such as AANN–MLP and statistical–MLP were investigated. The performance of the ...
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$ Parulpreet singh # Kulvinder Singh Mann $ Lect,Dept of CSE, Baddi university, # Associate prof.,Dept of IT, Gne college, Ludhiana India India Abstract: The digital image is used to identify and recognize a person, object, location and various things. To find specific digital images from large database of images has become an area of wide interest nowadays. CBIR (Content based image retrieval)...
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Content-based image retrieval (CBIR) makes use of image features, such as color and texture, to index images with minimal human intervention. Content-based image retrieval can be used to locate medical images in large databases. This chapter introduces a content-based approach to medical image retrieval. Fundamentals of the key components of content-based image retrieval systems are introduced ...
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ژورنال
عنوان ژورنال: International Journal of Computers Communications & Control
سال: 2015
ISSN: 1841-9836,1841-9836
DOI: 10.15837/ijccc.2015.3.409