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. 2020 Mar 18;20(6):1698. doi: 10.3390/s20061698

Table 3.

Non-Deep Learning Based Detection.

Case Study Algorithm Detection Accuracy
Floor cleaning: Dirt and Mud detection on floor [14] Spectral residual filter 75.45
Floor cleaning: Dirt and mud detection [38] Spectral residual filter + Maximally Stable Extremal Regions 80.12
Garbage Detection [39] Histogram of Oriented Gradients (HOG) + Gabor + Color 80.32
Trash detection [40] SVM + Scale-invariant feature transform (SIFT) 63