X-ray image retrieval system based on visual feature discrimination

Heelah A. Alraqibah; Ouiem Bchir; Mohamed Maher Ben Ismail

doi:10.1117/12.2064512

Translator Disclaimer

16 April 2014 X-ray image retrieval system based on visual feature discrimination

Heelah A. Alraqibah, Ouiem Bchir, Mohamed Maher Ben Ismail

Author Affiliations +

Proceedings Volume 9159, Sixth International Conference on Digital Image Processing (ICDIP 2014); 91591S (2014) https://doi.org/10.1117/12.2064512
Event: Sixth International Conference on Digital Image Processing, 2014, Athens, Greece

Abstract

In this paper, we propose a medical content based image retrieval system based on efficient discrimination between visual descriptors within each image category. In addition, the proposed approach reduces the search space during the retrieval phase by incorporating an unsupervised learning and feature weighing component. We use a collection of X-ray images from ImageCLEF2009 data set in order to assess the performance of the system. The obtained results show that the proposed approach is faster than typical content based image retrieval.

Citation Download Citation

Heelah A. Alraqibah, Ouiem Bchir, and Mohamed Maher Ben Ismail "X-ray image retrieval system based on visual feature discrimination", Proc. SPIE 9159, Sixth International Conference on Digital Image Processing (ICDIP 2014), 91591S (16 April 2014); https://doi.org/10.1117/12.2064512

ACCESS THE FULL ARTICLE