e-ISSN:0976-5166
p-ISSN:2231-3850


INDIAN JOURNAL OF COMPUTER SCIENCE AND ENGINEERING

Call for Papers 2020

Jun 2020 - Volume 11, Issue 3
Deadline: 15 May 2020
Due to COVID-19 deadline extended to 31-May-2020
Notification: 15 Jun 2020
Publication: 30 Jun 2020

Aug 2020 - Volume 11, Issue 4
Deadline: 15 Jul 2020
Notification: 15 Aug 2020
Publication: 31 Aug 2020

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ABSTRACT

Title : Image Processing Techniques and Neural Networks for Automated Cancer Analysis from Breast Thermographs-A Review
Authors : N.Selvarasu, Alamelu Nachaippan, N.M.Nandhitha
Keywords : Breast thermography, image processing, Hough transforms, Statistical parameters, ANN.
Issue Date : Feb-Mar 2012
Abstract :
Clinical Infrared Thermography is the best suited technique for early detection of breast cancer. Interpretation of breast thermographs helps in identifying the abnormality in the region. In recent years, computer Aided analysis of breast thermographs has been developed to interpret the abnormality. In general, the analysis involves decision making based on the features describing the abnormality. Various image analysis techniques are developed to extract the abnormality region and different statistical parameters are used for describing it. Artificial Neural Networks (ANNs) are used for classifying abnormality based on its severity. Potential research is carried out in this area of developing a generalized procedure for automatic analysis and classification of thermographs due to complex nature of the thermographs. This paper provides a detailed literature review on the various image analysis techniques, choice of statistical parameters and application of ANN for classification.
Page(s) : 133-137
ISSN : 0976-5166
Source : Vol. 3, No.1