期刊文献+

An Image Analysis of Breast Thermograms

An Image Analysis of Breast Thermograms
下载PDF
导出
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.
出处 《Computer Technology and Application》 2015年第2期64-69,共6页 计算机技术与应用(英文版)
关键词 Breast thermograms feature extraction Gabor wavelets co-occurrence matrix TEXTURE Hu moments. 图像分析 乳腺癌 红外热图像 统计特征 投资回报率 红外成像 灰度图像 自动识别
  • 相关文献

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.

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部