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Title: :  Automatic detection of white blood cells cancer diseases
PaperId: :  9716
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 2 2019
DUI:    16.0415/IJARIIE-9716
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
A.SivaranjaniPrince Shri Venkateshwara Padmavathy Engineering College
P.Sornalatha JananiPrince Shri Venkateshwara Padmavathy Engineering College
M.ShaliniPrince Shri Venkateshwara Padmavathy Engineering College

Abstract

Electronics and Communication Engineering
MATLAB, Adaptive median filter, K means clustering, KNN classifier, Arduino Uno
Blood smear images are efficient and reliable source of information in extraction of features in case of cancer detection. In assessment of cancer detection like leukemia cancer image feature extraction and reduction has to be carried out efficiently. It discusses a robust image feature extraction algorithm using scale invariant feature points for key point extraction and GLCM Shape Analysis. For matching the key points, k nearest network algorithm is developed with tumbling functions of model. This technique assists in comparing the scale invariant feature points and GLCM features. From the obtained outcomes, the capability of the obtained accuracy is estimated and it is wrapped up that the proposed approach is efficient in regards to SVM algorithm.

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IJARIIE A.Sivaranjani, P.Sornalatha Janani, and M.Shalini. "Automatic detection of white blood cells cancer diseases" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 2 2019 Page 789-793
MLA A.Sivaranjani, P.Sornalatha Janani, and M.Shalini. "Automatic detection of white blood cells cancer diseases." International Journal Of Advance Research And Innovative Ideas In Education 5.2(2019) : 789-793.
APA A.Sivaranjani, P.Sornalatha Janani, & M.Shalini. (2019). Automatic detection of white blood cells cancer diseases. International Journal Of Advance Research And Innovative Ideas In Education, 5(2), 789-793.
Chicago A.Sivaranjani, P.Sornalatha Janani, and M.Shalini. "Automatic detection of white blood cells cancer diseases." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 2 (2019) : 789-793.
Oxford A.Sivaranjani, P.Sornalatha Janani, and M.Shalini. 'Automatic detection of white blood cells cancer diseases', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 2, 2019, p. 789-793. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Automatic_detection_of_white_blood_cells_cancer_diseases_ijariie9716.pdf (Accessed : 03 April 2019).
Harvard A.Sivaranjani, P.Sornalatha Janani, and M.Shalini. (2019) 'Automatic detection of white blood cells cancer diseases', International Journal Of Advance Research And Innovative Ideas In Education, 5(2), pp. 789-793IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Automatic_detection_of_white_blood_cells_cancer_diseases_ijariie9716.pdf (Accessed : 03 April 2019)
IEEE A.Sivaranjani, P.Sornalatha Janani, and M.Shalini, "Automatic detection of white blood cells cancer diseases," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 2, pp. 789-793, Mar-App 2019. [Online]. Available: http://ijariie.com/AdminUploadPdf/Automatic_detection_of_white_blood_cells_cancer_diseases_ijariie9716.pdf [Accessed : 03 April 2019].
Turabian A.Sivaranjani, P.Sornalatha Janani, and M.Shalini. "Automatic detection of white blood cells cancer diseases." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 2 (03 April 2019).
Vancouver A.Sivaranjani, P.Sornalatha Janani, and M.Shalini. Automatic detection of white blood cells cancer diseases. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : 03 April 2019]; 5(2) : 789-793. Available from: http://ijariie.com/AdminUploadPdf/Automatic_detection_of_white_blood_cells_cancer_diseases_ijariie9716.pdf
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