Texture based segmentation of epithelial layer from oral histological images
The objective of this paper is to provide a texture based segmentation algorithm for better
delineation of the epithelial layer from histological images in discriminating normal and oral
sub-mucous fibrosis (OSF). As per literature and oral clinicians, it is established that the OSF
initially originates and propagates in the epithelial layer. So, more accurate segmentation of
this layer is extremely important for a clinician to make a diagnostic decision. In doing this,
Gabor based texture gradient is computed in gray scale images, followed by preprocessing …
delineation of the epithelial layer from histological images in discriminating normal and oral
sub-mucous fibrosis (OSF). As per literature and oral clinicians, it is established that the OSF
initially originates and propagates in the epithelial layer. So, more accurate segmentation of
this layer is extremely important for a clinician to make a diagnostic decision. In doing this,
Gabor based texture gradient is computed in gray scale images, followed by preprocessing …
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