TY - GEN
T1 - M-CBIR
T2 - 2011 30th International Conference of the Chilean Computer Science Society, SCCC 2011
AU - Chuctaya, Herbert
AU - Portugal, Christian
AU - Beltran, Cesar
AU - Gutierrez, Juan
AU - Lopez, Cristian
AU - Tupac, Yvan
PY - 2012
Y1 - 2012
N2 - This work is focused on the modeling and development of a CBIR (Content-based image retrieval) system applied to the recovery of digital medical images of a human body, denominated M-CBIR. This model is composed on two methodologies: features extraction techniques and metric data structures. When this set of techniques is applied to the search of different human body regions, it can retrieve the most relevant similar images to a query image. A real database of medical images composed of 772 medical studies was used to compare the robustness of the extraction techniques and evaluate the performance of the system, through four different extractors. The objective of this work will result in a digital atlas of human body for medical radiological center. Finally, analysis and conclusions are also discussed.
AB - This work is focused on the modeling and development of a CBIR (Content-based image retrieval) system applied to the recovery of digital medical images of a human body, denominated M-CBIR. This model is composed on two methodologies: features extraction techniques and metric data structures. When this set of techniques is applied to the search of different human body regions, it can retrieve the most relevant similar images to a query image. A real database of medical images composed of 772 medical studies was used to compare the robustness of the extraction techniques and evaluate the performance of the system, through four different extractors. The objective of this work will result in a digital atlas of human body for medical radiological center. Finally, analysis and conclusions are also discussed.
KW - CBIR; image processing; feature extraction; medical images;
UR - http://www.scopus.com/inward/record.url?scp=84874178232&partnerID=8YFLogxK
U2 - 10.1109/SCCC.2011.18
DO - 10.1109/SCCC.2011.18
M3 - Conference contribution
AN - SCOPUS:84874178232
SN - 9780769546896
T3 - Proceedings - International Conference of the Chilean Computer Science Society, SCCC
SP - 135
EP - 141
BT - Proceedings - 2011 30th International Conference of the Chilean Computer Science Society, SCCC 2011
Y2 - 9 November 2011 through 11 November 2011
ER -