A Linear Model for Three-Way Analysis of Facial Similarity
D. Hepting, H. Bin Amer, and Y. Yao. Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, volume 854 of Communications in Computer and Information Science, page 528--537. Cham, Springer International Publishing, (June 2018)
DOI: 10.1007/978-3-319-91476-3_44
Abstract
Card sorting was used to gather information about facial similarity judgments. A group of raters put a set of facial photos into an unrestricted number of different piles according to each rater's judgment of similarity. This paper proposes a linear model for 3-way analysis of similarity. An overall rating function is a weighted linear combination of ratings from individual raters. A pair of photos is considered to be similar, dissimilar, or divided, respectively, if the overall rating function is greater than or equal to a certain threshold, is less than or equal to another threshold, or is between the two thresholds. The proposed framework for 3-way analysis of similarity is complementary to studies of similarity based on features of photos.
%0 Conference Paper
%1 2018-06-HepBinYao
%A Hepting, Daryl H.
%A Bin Amer, Hadeel Hatim
%A Yao, Yiyu
%B Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations
%C Cham
%D 2018
%E Medina, Jesús
%E Ojeda-Aciego, Manuel
%E Verdegay, José Luis
%E Pelta, David A.
%E Cabrera, Inma P.
%E Bouchon-Meunier, Bernadette
%E Yager, Ronald R.
%I Springer International Publishing
%K card decision, linear model myown similarity, sorting, three-way
%P 528--537
%R 10.1007/978-3-319-91476-3_44
%T A Linear Model for Three-Way Analysis of Facial Similarity
%V 854
%X Card sorting was used to gather information about facial similarity judgments. A group of raters put a set of facial photos into an unrestricted number of different piles according to each rater's judgment of similarity. This paper proposes a linear model for 3-way analysis of similarity. An overall rating function is a weighted linear combination of ratings from individual raters. A pair of photos is considered to be similar, dissimilar, or divided, respectively, if the overall rating function is greater than or equal to a certain threshold, is less than or equal to another threshold, or is between the two thresholds. The proposed framework for 3-way analysis of similarity is complementary to studies of similarity based on features of photos.
%@ 978-3-319-91476-3
@inproceedings{2018-06-HepBinYao,
abstract = {Card sorting was used to gather information about facial similarity judgments. A group of raters put a set of facial photos into an unrestricted number of different piles according to each rater's judgment of similarity. This paper proposes a linear model for 3-way analysis of similarity. An overall rating function is a weighted linear combination of ratings from individual raters. A pair of photos is considered to be similar, dissimilar, or divided, respectively, if the overall rating function is greater than or equal to a certain threshold, is less than or equal to another threshold, or is between the two thresholds. The proposed framework for 3-way analysis of similarity is complementary to studies of similarity based on features of photos.},
added-at = {2019-04-12T02:19:25.000+0200},
address = {Cham},
author = {Hepting, Daryl H. and {Bin Amer}, Hadeel Hatim and Yao, Yiyu},
bdsk-url-1 = {https://doi.org/10.1007/978-3-319-91476-3_44},
biburl = {https://www.bibsonomy.org/bibtex/287630968069b1543d3b16f39bfaf554b/dhhepting},
booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations},
date-added = {2018-09-30 23:20:39 -0600},
date-modified = {2018-09-30 23:27:18 -0600},
doi = {10.1007/978-3-319-91476-3_44},
editor = {Medina, Jes{\'u}s and Ojeda-Aciego, Manuel and Verdegay, Jos{\'e} Luis and Pelta, David A. and Cabrera, Inma P. and Bouchon-Meunier, Bernadette and Yager, Ronald R.},
interhash = {a90b5a0634fcf6df2fb4753c8d3e1c37},
intrahash = {87630968069b1543d3b16f39bfaf554b},
isbn = {978-3-319-91476-3},
keywords = {card decision, linear model myown similarity, sorting, three-way},
month = {June},
pages = {528--537},
publisher = {Springer International Publishing},
series = {Communications in Computer and Information Science},
timestamp = {2019-04-12T02:20:53.000+0200},
title = {A Linear Model for Three-Way Analysis of Facial Similarity},
volume = 854,
w-projects = {faces},
w-type = {conference},
year = 2018
}