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Title: :  Digital Dermatology :Skin Disease Detection using Image Processing
PaperId: :  11496
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 6 Issue 2 2020
DUI:    16.0415/IJARIIE-11496
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
S.PadmadeviSRM Valliammai Engineering College
S.NavabharathiSRM Valliammai Engineering College
R.Vishnu PriyaSRM Valliammai Engineering College
K.R.GaneshSRM Valliammai Engineering College

Abstract

Biomedical Engineering
Deep Learning, Convolutional Neural Network, AlexNet, Softmax
Dermatogy is one of the most unpredictable and difficult terrains to diagnose due to its complexity.In the field of dermatology, many a times extensive tests are to be carried out to decide skin condition of the patient.So there is a need of system that diagnose skin disease to eliminate these constrains.we propose an automated image based system for recognition of skin disease using Convolutional Neural Network classification. In this, skin images are filtered using median filter to remove unwanted noise. Feature extraction is done by CNN with AlexNet and classification is based on algorithm of softmax classifier as well as obtaining the diagnosis report as output. This system will give more accuracy and generate results faster than traditional method, making this application an efficient and dependable system for dermatological disease detection

Citations

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IJARIIE S.Padmadevi, S.Navabharathi, R.Vishnu Priya, and K.R.Ganesh. "Digital Dermatology :Skin Disease Detection using Image Processing" International Journal Of Advance Research And Innovative Ideas In Education Volume 6 Issue 2 2020 Page 163-167
MLA S.Padmadevi, S.Navabharathi, R.Vishnu Priya, and K.R.Ganesh. "Digital Dermatology :Skin Disease Detection using Image Processing." International Journal Of Advance Research And Innovative Ideas In Education 6.2(2020) : 163-167.
APA S.Padmadevi, S.Navabharathi, R.Vishnu Priya, & K.R.Ganesh. (2020). Digital Dermatology :Skin Disease Detection using Image Processing. International Journal Of Advance Research And Innovative Ideas In Education, 6(2), 163-167.
Chicago S.Padmadevi, S.Navabharathi, R.Vishnu Priya, and K.R.Ganesh. "Digital Dermatology :Skin Disease Detection using Image Processing." International Journal Of Advance Research And Innovative Ideas In Education 6, no. 2 (2020) : 163-167.
Oxford S.Padmadevi, S.Navabharathi, R.Vishnu Priya, and K.R.Ganesh. 'Digital Dermatology :Skin Disease Detection using Image Processing', International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 2, 2020, p. 163-167. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Digital_Dermatology__Skin_Disease_Detection_using_Image_Processing_ijariie11496.pdf (Accessed : 15 February 2021).
Harvard S.Padmadevi, S.Navabharathi, R.Vishnu Priya, and K.R.Ganesh. (2020) 'Digital Dermatology :Skin Disease Detection using Image Processing', International Journal Of Advance Research And Innovative Ideas In Education, 6(2), pp. 163-167IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Digital_Dermatology__Skin_Disease_Detection_using_Image_Processing_ijariie11496.pdf (Accessed : 15 February 2021)
IEEE S.Padmadevi, S.Navabharathi, R.Vishnu Priya, and K.R.Ganesh, "Digital Dermatology :Skin Disease Detection using Image Processing," International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 2, pp. 163-167, Mar-App 2020. [Online]. Available: https://ijariie.com/AdminUploadPdf/Digital_Dermatology__Skin_Disease_Detection_using_Image_Processing_ijariie11496.pdf [Accessed : 15 February 2021].
Turabian S.Padmadevi, S.Navabharathi, R.Vishnu Priya, and K.R.Ganesh. "Digital Dermatology :Skin Disease Detection using Image Processing." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 6 number 2 (15 February 2021).
Vancouver S.Padmadevi, S.Navabharathi, R.Vishnu Priya, and K.R.Ganesh. Digital Dermatology :Skin Disease Detection using Image Processing. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2020 [Cited : 15 February 2021]; 6(2) : 163-167. Available from: https://ijariie.com/AdminUploadPdf/Digital_Dermatology__Skin_Disease_Detection_using_Image_Processing_ijariie11496.pdf
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