TY - JOUR
T1 - Classification of sarcomas using textural features
AU - Tanaka, T.
AU - Murase, Y.
PY - 2000/12/1
Y1 - 2000/12/1
N2 - This paper deals with classification of sarcomas using textural features. We assume that sarcomas have single texture and the same scale is used for photographing sarcoma's images. 80 sorts of sarcomas are selected under those assumptions. First, we make database of templates of sarcomas using textural features. The intensity histogram, Fourier power spectrum, run-length matrix, fractal dimension and co-occurrence matrix are used as textural features. Second, sarcomas are collated by using template matching between unknown samples and the templates in the database. The success rate reached 92%. The result of this experiment shows the adequateness of proposed system.
AB - This paper deals with classification of sarcomas using textural features. We assume that sarcomas have single texture and the same scale is used for photographing sarcoma's images. 80 sorts of sarcomas are selected under those assumptions. First, we make database of templates of sarcomas using textural features. The intensity histogram, Fourier power spectrum, run-length matrix, fractal dimension and co-occurrence matrix are used as textural features. Second, sarcomas are collated by using template matching between unknown samples and the templates in the database. The success rate reached 92%. The result of this experiment shows the adequateness of proposed system.
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M3 - Conference article
AN - SCOPUS:0034441572
VL - 1
SP - 682
EP - 685
JO - Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
JF - Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
SN - 1557-170X
T2 - 22nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
Y2 - 23 July 2000 through 28 July 2000
ER -