TY - GEN
T1 - Analysis of BRDF/BTDF for the texture representation of woven fabrics based on the impression-evaluation model
AU - Park, Lisa
AU - Tobitani, Kensuke
AU - Katahira, Kenji
AU - Nagata, Noriko
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/5/7
Y1 - 2015/5/7
N2 - To represent the texture of woven fabrics in computer graphics (CG), it is important to reveal the relation between their physical properties and the texture caused by them. For efficient representation of a realistic texture, a new layered model that links visual impressions with physical properties is required. Physical properties of woven fabrics include optical properties. They are reproduced by bidirectional reflectance distribution function (BRDF) and the bidirectional transmittance distribution function (BTDF). However, it is not easy to handle BRDF and BTDF because of the enormity of these data. Therefore, it is necessary to effectively integrate the dimensionality of BRDF and BTDF. In this paper, we propose the impression-evaluation model to link visual impressions with physical properties of woven fabrics. Moreover, to incorporate physical properties into the model, we investigate the main physical factors of reflection and transmission in woven fabrics using the multivariable analysis technique of principal component analysis (PCA) of BRDF and BTDF. As a result, three principal components of BRDF and two principal components of BTDF are obtained. Therefore, it becomes possible for inexpert people to make CG with realistic texture of woven fabrics more intuitively and easily by incorporating physical factors into the impression-evaluation model.
AB - To represent the texture of woven fabrics in computer graphics (CG), it is important to reveal the relation between their physical properties and the texture caused by them. For efficient representation of a realistic texture, a new layered model that links visual impressions with physical properties is required. Physical properties of woven fabrics include optical properties. They are reproduced by bidirectional reflectance distribution function (BRDF) and the bidirectional transmittance distribution function (BTDF). However, it is not easy to handle BRDF and BTDF because of the enormity of these data. Therefore, it is necessary to effectively integrate the dimensionality of BRDF and BTDF. In this paper, we propose the impression-evaluation model to link visual impressions with physical properties of woven fabrics. Moreover, to incorporate physical properties into the model, we investigate the main physical factors of reflection and transmission in woven fabrics using the multivariable analysis technique of principal component analysis (PCA) of BRDF and BTDF. As a result, three principal components of BRDF and two principal components of BTDF are obtained. Therefore, it becomes possible for inexpert people to make CG with realistic texture of woven fabrics more intuitively and easily by incorporating physical factors into the impression-evaluation model.
UR - http://www.scopus.com/inward/record.url?scp=84937112867&partnerID=8YFLogxK
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U2 - 10.1109/FCV.2015.7103751
DO - 10.1109/FCV.2015.7103751
M3 - Conference contribution
AN - SCOPUS:84937112867
T3 - 2015 Frontiers of Computer Vision, FCV 2015
BT - 2015 Frontiers of Computer Vision, FCV 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2015 21st Korea-Japan Joint Workshop on Frontiers of Computer Vision, FCV 2015
Y2 - 28 January 2015 through 30 January 2015
ER -