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Call for Papers:Vol.12 Issue.3

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Title: :  Android Application based Melanoma Detection System
PaperId: :  9801
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-9801
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Efficia Carolin EPanimalar Engineering College
Kanmani MPanimalar Engineering College
Girija KPanimalar Engineering College
Santhanalakshmi.S.TPanimalar Engineering College

Abstract

Computer Engineering
K means segmentation, Back propagation, Mobile image analysis, health care imaging.
Mobile devices including smartphones are being used by billions of people all around the world thus creating an oppurtunity to design a wide range of mobile imaging applications. Among many imaging applications, health care applications have drawn a lot of attention recently.Traditional methods for early detection of melanoma rely upon a dermatologist to visually assess a skin lesion using the ABCDE (Asymmetry, Border-irregularity, Color variation, Diameter, Evolution) criteria before confirmation can be done through biopsy or pathologist. In the proposed system, we have researched on a mobile imaging system for the early diagnosis of melanoma. Our work focuses on smart phone-captured visible light images. Capturing of images under loosely-controlled conditions puts forth challenges for melanoma detection as the smart phone is subject to computation and memory constraints. Thus to address these challenges, we propose to localize the skin lesions by using a fast segmentation algorithm- K means segmentation. Further a feed forward back propagation neural network is designed to improve the quality of classification.

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IJARIIE Efficia Carolin E, Kanmani M, Girija K, and Santhanalakshmi.S.T. "Android Application based Melanoma Detection System" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 2 2019 Page 1172-1178
MLA Efficia Carolin E, Kanmani M, Girija K, and Santhanalakshmi.S.T. "Android Application based Melanoma Detection System." International Journal Of Advance Research And Innovative Ideas In Education 5.2(2019) : 1172-1178.
APA Efficia Carolin E, Kanmani M, Girija K, & Santhanalakshmi.S.T. (2019). Android Application based Melanoma Detection System. International Journal Of Advance Research And Innovative Ideas In Education, 5(2), 1172-1178.
Chicago Efficia Carolin E, Kanmani M, Girija K, and Santhanalakshmi.S.T. "Android Application based Melanoma Detection System." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 2 (2019) : 1172-1178.
Oxford Efficia Carolin E, Kanmani M, Girija K, and Santhanalakshmi.S.T. 'Android Application based Melanoma Detection System', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 2, 2019, p. 1172-1178. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Android_Application_based_Melanoma_Detection_System_ijariie9801.pdf (Accessed : 23 April 2020).
Harvard Efficia Carolin E, Kanmani M, Girija K, and Santhanalakshmi.S.T. (2019) 'Android Application based Melanoma Detection System', International Journal Of Advance Research And Innovative Ideas In Education, 5(2), pp. 1172-1178IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Android_Application_based_Melanoma_Detection_System_ijariie9801.pdf (Accessed : 23 April 2020)
IEEE Efficia Carolin E, Kanmani M, Girija K, and Santhanalakshmi.S.T, "Android Application based Melanoma Detection System," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 2, pp. 1172-1178, Mar-App 2019. [Online]. Available: https://ijariie.com/AdminUploadPdf/Android_Application_based_Melanoma_Detection_System_ijariie9801.pdf [Accessed : 23 April 2020].
Turabian Efficia Carolin E, Kanmani M, Girija K, and Santhanalakshmi.S.T. "Android Application based Melanoma Detection System." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 2 (23 April 2020).
Vancouver Efficia Carolin E, Kanmani M, Girija K, and Santhanalakshmi.S.T. Android Application based Melanoma Detection System. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : 23 April 2020]; 5(2) : 1172-1178. Available from: https://ijariie.com/AdminUploadPdf/Android_Application_based_Melanoma_Detection_System_ijariie9801.pdf
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