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Bi-polynomial Modeling of Low-frequency Reflectances
PrePrint
ISSN: 0162-8828
Boxin Shi, University of Tokyo, Tokyo
Ping Tan, National University of Singapore, Singapore
Yasuyuki Matsushita, Microsoft Research Asia, Beijing
Katsushi Ikeuchi, University of Tokyo, Tokyo
We present a bi-polynomial reflectance model that can precisely represent the low-frequency component of reflectance. Most existing reflectance models aim at accurately representing the complete reflectance domain for photo-realistic rendering purposes. In contrast, our bi-polynomial model is developed for the purpose of accurately solving inverse problems by effectively discarding the high-frequency component while retaining nonlinear variations in the low-frequency part. The bi-polynomial reflectance model is useful for estimating reflectance and shape of an object. Experimental evaluation in comparison with other parametric reflectance models demonstrates that the proposed model achieves better performance in reflectometry and photometric stereo applications.
Index Terms:
and thresholding,Shape,Intensity,color,photometry
Citation:
Boxin Shi, Ping Tan, Yasuyuki Matsushita, Katsushi Ikeuchi, "Bi-polynomial Modeling of Low-frequency Reflectances," IEEE Transactions on Pattern Analysis and Machine Intelligence, 19 Nov. 2013. IEEE computer Society Digital Library. IEEE Computer Society, <http://doi.ieeecomputersociety.org/10.1109/TPAMI.2013.196>
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