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. 2021 Jun 2;34(3):581–604. doi: 10.1007/s10278-021-00461-2

Table 1.

The three generations of cIMT regional segmentation

SN Attributes First generation Second generation Third generation
1 Fields of engineering Conventional image processing, signal processing/combined with image processing Signal processing combined with image processing Knowledge-based engineering
2 Computer vision methods or fusion of methods Dynamic programming, Hough transform Parametric (snakes) curves, geometric curves (level sets), scale-space, conventional classifiers Machine learning and deep learning
3 Distance measurement methods or cIMT measurement methods Vertical, shortest distance along with the columns of the image Polyline distance method, centerline distance Method Polyline Distance Method / Centerline Distance