Autonomous Detection and Classification of Overlapping Chromosomes by hybrid FCM -KNN method using texture-based analysis by combining GLCM and Gabor filters

Abstract

Objectives: Meticulous segmentation and classification of overlapped chromosomes is quite a technically challenging task in karyotyping for diagnosing many human genetic diseases like turner syndrome, down syndrome etc.