A neural network approach to predict tactile comfort of applying cosmetic foundation

Tribology International

Volumn 43, Issue 11, 2010, Pages 1978-1990

  Nakano, Ken ^a   Horiuchi, Keita ^a   Soneda, Toshiharu ^a   Kashimoto, Akio ^b   Tsuchiya, Ryuta ^b   Yokoyama, Masahito ^b  

^a YOKOHAMA NATIONAL UNIVERSITY   (Japan)

^b KAO CORPORATION   (Japan)

Author keywords

Artificial neural network; Biotribology; Cosmetics; Tactile sensation

Indexed keywords

ARTIFICIAL NEURAL NETWORK; BIOTRIBOLOGY; COSMETICS; SLIDING TEST; TACTILE SENSATION; TRIBOMETERS;

EXPERT SYSTEMS; FORECASTING; SILICONES;

NEURAL NETWORKS;

EID: 77956187569     PISSN: 0301679X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.triboint.2010.04.004     Document Type: Article

References (20)

1. K. Nakano Information regarding tactile sensation in friction signals with high uncertainty Tribol Int 41 2008 1114 1125
2. J. Scheibert, S. Leurent, A. Prevost, and G. Debregeas The role of fingerprints in the coding of tactile information probed with a biomimetic sensor Science 323 2009 1503 1506
3. H.R. Nicholls, and M.H. Lee A survey of robot tactile sensing technology Int J Robot Res 8 1989 3 30
4. M.H. Lee, and H.R. Nicholls Tactile sensing for mechatronicsa state of the art survey Mechatron 9 1999 1 31
5. M.H. Lee Tactile sensing: new directions, new challenges Int J Robot Res 19 2000 636 643
6. L.A. Jones, and S.J. Lenderman Human Hand Function 2006 Oxford Universitéy Press Oxford
7. A.S.W. Wong, Y. Li, P.K.W. Yeung, and P.W.H. Lee Neural network predictions of human psychological perceptions of clothing sensory comfort Text Res J 73 2003 31 37
8. J.Y. Hu, L. Hes, K.W. Yeung, and B.G. Yao Fabric touch tester: integrated evaluation of thermalmechanical sensory properties of polymeric materials Polym Test 25 2006 1081 1090
9. E. Bertaux, M. Lewandowski, and S. Derler Relationship between friction and tactile properties for woven and knitted fabrics Text Res J 77 2007 387 396
10. K. Horiuchi, A. Kashimoto, R. Tsuchiya, M. Yokoyama, and K. Nakano Relationship between tactile sensation and friction signals in cosmetic foundation Tribol Lett 36 2009 113 123
11. K. Nakano Two dimensionless parameters controlling the occurrence of stickslip motion in a 1-DOF system with Coulomb friction Tribol Lett 24 2006 91 98
12. K. Nakano, and S. Maegawa Safety-design criteria of sliding systems for preventing friction-induced vibration J Sound Vib 324 2009 539 555
13. K. Nakano, and S. Maegawa Stickslip in sliding systems with tangential contact compliance Tribol Int 42 2009 1771 1780
14. K. Nakano, and S. Maegawa Occurrence limit of stickslip: dimensionless analysis for fundamental design of robust-stable systems Lubr Sci 22 2010 1 18
15. M. Thint, P.P. Wang, and J. Rebman A study of back-error propagation networks for a trainable tactile pattern classifier Eng Appl Artif Intell 5 1992 205 214
16. A.R. Jimenz, A.S. Soembagijo, D. Reynaerts, H. Van Brussel, R. Ceres, and J.L. Pons Featureless classification of tactile contacts in a gripper using neural networks Sens Actuators A 62 1997 488 491
17. P.N. Brett, and Z. Li A tactile sensing surface for artificial neural network based automatic recognition of the contact force position Proc IMechE Part I: J Syst Control Eng 214 2000 207 215
18. T. Mei, W.J. Li, Y. Ge, Y. Chen, L. Ni, and M.H. Chan An integrated MEMS three-dimensional sensor with large force range Sens Actuators A 80 2000 155 162
19. S. Haykin Neural networks and learning machines 3rd ed. 2008 Prentice Hall New York
20. T. Soneda, and K. Nakano Investigation of vibrotactile sensation of human finger pads by observation of contact zones Tribol Int 43 2010 210 217