Comparison of Texture Features Used for Classification of Life Stages of Malaria Parasite

Table 6

Summary of comparison with other works.

Sr. number	Author	Reference number	Features used	Accuracy
1	Ross et al.	[12]	Morphological (erosion, dilation)	85.3%
2	Tek et al.	[13]	Color and cell geometry (Hough transform for circle detection)	83%
3	Das et al.	[8]	Morphological (opening, closing)	88.77%
4	Kareem	[14, 15]	Edge filtering (Sobel, Canny)	86%
5	Savkare and Narote	[9]	Statistical features (area, mean, and variance)	94%
6	Alomari et al.	[16]	Geometry (modified randomized circle detection)	95%
7	Presented system	[17]	Texture based and statistical based	97.7%