Title :
A system to perform CBIR on X-Ray images using soft computing techniques
Author :
Jaime-Castillo, Sergio ; Medina, Juan M. ; Sánchez, Daniel
Author_Institution :
Dept. of Comput. Sci. & Artificial Intell., Univ. of Granada, Granada, Spain
Abstract :
This paper describes a Content-based image retrieval (CBIR) system to help in the diagnosis and treatment process of the scoliosis pathology. To do this, the system includes a module for the automatic extraction of scoliosis measures from X-rays. Also, the system includes a Fuzzy Object-Relational Database Management System (FORDBMS) to store images and its measures and to perform flexible retrieval of the images based on its spine measures. All functionality of the system is available to the specialist through a client application developed in Java or through a content which is dynamically generated and served by an application server.
Keywords :
X-ray imaging; content-based retrieval; image retrieval; medical image processing; relational databases; CBIR; Java; X-ray images; content-based image retrieval; fuzzy object-relational database management system; scoliosis pathology; soft computing; Content based retrieval; Database systems; Fuzzy systems; Image retrieval; Image storage; Information retrieval; Object oriented modeling; Pathology; Power system modeling; X-ray imaging;
Conference_Titel :
Fuzzy Systems, 2009. FUZZ-IEEE 2009. IEEE International Conference on
Conference_Location :
Jeju Island
Print_ISBN :
978-1-4244-3596-8
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2009.5277389