based image analysis tasks. This research paper proposes a connected component technique for text extraction and character … segmentation using maximally stable extremal regions (MSERs) for text line formation followed by connected components to determined … namely prewitt, sobel and canny is observed. Text identification using MSER gave very good results whereas character …