Color homogram for segmentation of fine needle biopsy images
作者： Tomasz Nieczkowski , Andrzej Obuchowicz , Andrzej Marciniak
DOI:
关键词:
摘要: In this paper, a new weighted clustering algorithm for image segmentation in cytopathology is introduced. The weights incorporating spatial information into pixel-based are computed with use of color homogram. effectiveness the proposed solution evaluated on microscopic fine needle biopsy (FNB) images. results classical fuzzy c-means and its modification compared.
参考文章(22)
Anastasios N. Venetsanopoulos, Dimitrios Androutsos, Efficient indexing and retrieval of colour image data using a vector-based approach University of Toronto. ,(1999)
Andrzej Marciniak, Andrzej Obuchowicz, Roman Monczak, Mariusz Kołodziński, Cytomorphometry of Fine Needle Biopsy Material from the Breast Cancer computer recognition systems. pp. 603- 609 ,(2005) , 10.1007/3-540-32390-2_71
N. Ikonomakis, K. N. Plataniotis, A. N. Venetsanopoulos, Color Image Segmentation for Multimedia Applications Journal of Intelligent and Robotic Systems. ,vol. 28, pp. 5- 20 ,(2000) , 10.1023/A:1008163913937
William K. Pratt, Digital image processing (2nd ed.) John Wiley & Sons, Inc.. ,(1991)
P.K Sahoo, S Soltani, A.K.C Wong, A survey of thresholding techniques Graphical Models \/graphical Models and Image Processing \/computer Vision, Graphics, and Image Processing. ,vol. 41, pp. 233- 260 ,(1988) , 10.1016/0734-189X(88)90022-9
Yu-Ichi Ohta, Takeo Kanade, Toshiyuki Sakai, Color information for region segmentation Computer Graphics and Image Processing. ,vol. 13, pp. 222- 241 ,(1980) , 10.1016/0146-664X(80)90047-7
Ron Ohlander, Keith Price, D. Raj Reddy, Picture segmentation using a recursive region splitting method Computer Graphics and Image Processing. ,vol. 8, pp. 313- 333 ,(1978) , 10.1016/0146-664X(78)90060-6
T. Zouagui, H. Benoit-Cattin, C. Odet, Image segmentation functional model Pattern Recognition. ,vol. 37, pp. 1785- 1795 ,(2004) , 10.1016/J.PATCOG.2003.12.014
K.S. Fu, J.K. Mui, A SURVEY ON IMAGE SEGMENTATION Pattern Recognition. ,vol. 13, pp. 3- 16 ,(1981) , 10.1016/0031-3203(81)90028-5
Feixiang Yan, Hong Zhang, C. Ronald Kube, A multistage adaptive thresholding method Pattern Recognition Letters. ,vol. 26, pp. 1183- 1191 ,(2005) , 10.1016/J.PATREC.2004.11.003