Color Image Segmentation Metrics [article]

Majid Harouni, Hadi Yazdani Baghmaleki
2020 arXiv   pre-print
An automatic image segmentation procedure is an inevitable part of many image analyses and computer vision which deeply affect the rest of the system; therefore, a set of interactive segmentation evaluation methods can substantially simplify the system development process. This entry presents the state of the art of quantitative evaluation metrics for color image segmentation methods by performing an analytical and comparative review of the measures. The decision-making process in selecting a
more » ... itable evaluation metric is still very serious because each metric tends to favor a different segmentation method for each benchmark dataset. Furthermore, a conceptual comparison of these metrics is provided at a high level of abstraction and is discussed for understanding the quantitative changes in different image segmentation results.
arXiv:2010.09907v1 fatcat:x4rxlck24jdvpg7rgbc3fvxqr4