CBIR-MD/BGP: CBIR-MD System based on Bipartite Graph Partitioning
Ashish Oberoi, Deepak Kumar Sharma, Manpreet Singh · International Journal of Computer Applications · 2012
Content based image retrieval system for medical images is a method of retrieving medical images based on similarity of their visual contents.An efficient CBIR-MD system can help the doctors in retrieving similar medical image from the dataset to diagnose the disease efficiently.In this paper, a system is proposed in which query image is divided into equal size sub-blocks.The feature extraction of each sub-block is carried out using Haar wavelet and Fourier descriptor.A matching scheme based on Most Similar Highest Priority (MSHP) principle and the adjacency matrix of bipartite graph partitioning (BGP) formed using sub-blocks of query and target image, is provided for matching the image.The performance of proposed system is investigated in terms of precision-recall.