Bindu, G; Dr.Mathew, K T(Cochin University of Science & Technology, January , 2007)
[+]
[-]
Abstract:
Breast cancer is the most common non - skin malignancy in women and a leading cause of female morality. A potentially important strategy for reducing this menace is the detection at an early stage . The invention of non-invasive and non-ionizing microwave technique, to reveal the internal structure of biological objects was a break through in the field of medical diagnostics. Electrical properties of biological tissues and their interaction with electromagmetic waves have direct impact on human life. This thesis focuses on theoretical and experimental investigations of active microwave imaging techniques for breast cancer detection.
Description:
Department of Electronics, Cochin University of Science and Technology
Kannan, Balakrishnan; Simily, Joseph; Balachandran Nair, M R; Reji, Rajan Varghese(MECS, May , 2013)
[+]
[-]
Abstract:
Speckle noise formed as a result of the coherent nature of ultrasound imaging affects the lesion detectability. We have proposed a new weighted linear filtering approach using Local Binary Patterns (LBP) for reducing the speckle noise in ultrasound images. The new filter achieves good results in reducing the noise without affecting the image content. The performance of the proposed filter has been compared with some of the commonly used denoising filters. The proposed filter outperforms the existing filters in terms of quantitative analysis and in edge preservation. The experimental analysis is done using various ultrasound images
Description:
I.J. Information Technology and Computer Science, 2013, 06, 1-9