TY - GEN
T1 - Automatic extraction of tumor region on X-ray image of animals
AU - Wakamiya, Daisuke
AU - Tanaka, Toshiyuki
AU - Kabaya, Isao
AU - Kano, Mikiya
AU - Iwayoshi, Isamu
PY - 2006
Y1 - 2006
N2 - Diagnosis by CT images is increasing. But we often use X-ray images because of scanning time and scan cost. It is difficult to extract tumor region of X-ray images, and pathologists have to diagnose many images of tumor. Therefore, demand for the development of CAD system is increasing to support pathologists. Images that we use are dog images. Many people research human Images, but animal images are not researched well. In this paper, automatic extraction of tumor region is studied. We used operation of normalized correlation. Template of this filter looks like mountain. We also used Quoit-filter, that detected region that had possibility of tumor. We calculated edge of tumor to see easily tumors. Our method detected some tumor candidate edge. As future work, we should extract bone region, and some fixed value, including filter size should be automatically determined.
AB - Diagnosis by CT images is increasing. But we often use X-ray images because of scanning time and scan cost. It is difficult to extract tumor region of X-ray images, and pathologists have to diagnose many images of tumor. Therefore, demand for the development of CAD system is increasing to support pathologists. Images that we use are dog images. Many people research human Images, but animal images are not researched well. In this paper, automatic extraction of tumor region is studied. We used operation of normalized correlation. Template of this filter looks like mountain. We also used Quoit-filter, that detected region that had possibility of tumor. We calculated edge of tumor to see easily tumors. Our method detected some tumor candidate edge. As future work, we should extract bone region, and some fixed value, including filter size should be automatically determined.
KW - Automatic extraction of tumor
KW - CAD
KW - Filter
KW - Small animals
KW - X-ray images
UR - http://www.scopus.com/inward/record.url?scp=34250734990&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=34250734990&partnerID=8YFLogxK
U2 - 10.1109/SICE.2006.315299
DO - 10.1109/SICE.2006.315299
M3 - Conference contribution
AN - SCOPUS:34250734990
SN - 8995003855
SN - 9788995003855
T3 - 2006 SICE-ICASE International Joint Conference
SP - 1461
EP - 1464
BT - 2006 SICE-ICASE International Joint Conference
T2 - 2006 SICE-ICASE International Joint Conference
Y2 - 18 October 2006 through 21 October 2006
ER -