An Image Analysis of Breast Thermograms
An Image Analysis of Breast Thermograms
摘要
Thermography (infrared imaging) is a non-invasive technique applied for the detection breast cancer. We consider the problem of automatically recognition malignant breast from frontal view thermography image presented as gray scale image. This framework provides insights into several issues: breast Region of Interest (ROI) detection, extraction statistical features, extraction features based on texture and co-occurrence matrix.
参考文献9
-
1Choras, R. S. 2007. "Image Feature Extraction Techniques and Their Applications for CBIR and Biometrics Systems." International Journal of Biology and Biomedical Engineering 1 (1): 6-16.
-
2Choras, R. S. 2015. "Analysis of Breast Thermography." The 2nd World Symposium on Web Applications and Networking 2015 (WSWAN 2015).
-
3Etehadtavakol, M., Ng, E. Y. K., Chandran, V., and Rabbani, H. 2013. "Separable and Non-separable Discrete Wavelet Transform Based Texture Features and Image Classification of Breast Thermograms." Infrared Physics & Technology 61 (2013): 274-86.
-
4Gabor, D. 1946. "Theory of Communication." J. lnst. Elect. Eng. 93: 429-59.
-
5Hammoud, R. I. (Ed.). 2009. Augmented Vision Perception in Infrared. Springer-Verlag.
-
6Haralick, R. M. 1979. "Statistical and Structural Approaches to Texture." IEEE Transaction on Systems, Man and Cybernetics 67: 786-804.
-
7Hu, M. K. 1962. "Visual Pattern Recognition by Moment Invariants." IRE Trans. Info. Theory IT-8: 179-87.
-
8Ring, E. F. J., and Ammer, K. 2012. "Infrared Thermal Imaging in Medicine." Physiological Measurement 33 (2012): R33-R46.
-
9Rogalski, A. 2011. "Recent Progress in Infrared Detector Technologies." Infrared Physics & Technology 54 (2011 ) 136-54.
-
1王石磊,陆慧娟,关伟,余翠.一种粒子群RELM的基因表达数据分类方法[J].中国计量学院学报,2015,26(2):221-226. 被引量:2
-
2陈标金.江西省近40年来低温冻害的统计特征[J].自然灾害学报,1993,2(1):39-43.
-
3Lu-ya WANG,Wei-xing WANG.Image Analysis of Particle Size by Feret Box[J].计算机与现代化,2001(1):1-5.
-
4胡峰,王国胤,代劲.基于动态聚类的Rough集快速离散化算法[J].西南交通大学学报,2010,45(6):977-983. 被引量:1
-
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-
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-
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-
8计算机检索、机器翻译[J].电子科技文摘,2003,0(8):138-139.
-
9樊勇,王义民.基于HJ-1-A卫星CCD相机遥感影像的水体提取[J].信阳师范学院学报(自然科学版),2012,25(3):378-381.
-
10宋宪磊,孟克,杨宁.无人机在鄂尔多斯林业建设中的应用[J].内蒙古林业,2017,0(3):12-13. 被引量:4