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- W2154984428 abstract "This paper presents a technique termed eigennails to classify fingertip force during contact based on the coloration patterns in the fingernail and surrounding skin. Fingertip force is classified into six directions: no force, normal force only, two directions (left/right) of lateral shear force, and two directions (forward/backward) of longitudinal shear forces. Based on the face recognition technique eigenfaces, a small number of eigennails are sufficient to express the color pattern features for shear force direction classification. Results show that 98% of 960 fingernail images of 8 different subjects are correctly classified. The lowest imaging resolution without sacrificing classification accuracy is found to be 10-by-10." @default.
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- W2154984428 date "2007-04-01" @default.
- W2154984428 modified "2023-09-27" @default.
- W2154984428 title "EigenNail for Finger Force Direction Recognition" @default.
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- W2154984428 doi "https://doi.org/10.1109/robot.2007.363974" @default.
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