Title :
Skin cancer detection and classification using Wavelet Transform and Probabilistic Neural Network
Author :
Jain, Yogendra Kumar ; Jain, Megha
Author_Institution :
Computer Science & Engineering Department, Samrat Ashok Technological Institute, Vidisha, (M.P), India
Abstract :
In this paper, we focus on the development of a skin cancer screening system that can be used in a general practice by non-experts to classify normal from abnormal cases. The development process consists of feature detection and classification technique. For feature detection, Discrete Wavelet Transform is used which detect features of an input image. The output of feature detection system becomes input to the classification system. The classification method is based on the application of Probabilistic Neural Network
Keywords :
Discrete Wavelet Transform; Edge Detection; Feature Detection; Probabilistic Neural Networks;
Conference_Titel :
Communication and Computing (ARTCom2012), Fourth International Conference on Advances in Recent Technologies in
Conference_Location :
Bangalore, India
DOI :
10.1049/cp.2012.2540