Open AccessDETECTION OF ORAL CANCER AND NON CANCER FROM MICROSCOPIC BIOPSY IMAGES USING IMAGE PROCESSING TECHNIQUES
Author(s) -
Maitri Joshi,
Dr.V S Malemath,
Chetan Belaldavar
Publication year - 2019
Publication title -
international journal of engineering applied science and technology
Language(s) - English
Resource type - Journals
ISSN - 2455-2143
DOI - 10.33564/ijeast.2019.v04i04.043
Subject(s) - cancer , cancer detection , biopsy , medicine , image processing , artificial intelligence , radiology , image (mathematics) , pathology , computer science
The study represents the detection of oral cancer and non cancer from microscopic biopsy images. Diagnosis of oral lesions histologically can be done through modern modalities. The various stages involved in this methodology including enhancement of the microscopic images, converting the images from RGB to L*a*b color space, classify the colors in L*a*b space using k-means clustering, segmenting the nuclei, feature extraction and classification.