TY - GEN
T1 - AI-Stylist
T2 - 11th International Conference on Design and Semantics of Form and Movement, DeSForM 2019
AU - Zou, Xingxing
AU - Wong, Waikeung
N1 - Publisher Copyright:
© 2019, The Hong Kong Polytechnic University. All rights reserved.
PY - 2019
Y1 - 2019
N2 - Current studies in computer science on clothing aesthetic evaluation are difficult to be practically applied as fashion is a subjective field affected by various factors, like cultural background, or physical information (e.g. skin color). On the other hand, computer is good at processing logical tasks with clear definition and evaluation index. In this work, we propose a framework which divides the aesthetic evaluation task into three levels, namely apparel harmony, personal compatibility, and personality expression, to reduce its complexity such that computer has great potential to evaluate the clothing aesthetic practically. Each level is clearly defined, and the technic solutions is proposed correspondingly. Initial work with examples is presented to demonstrate the potential of the proposed framework.
AB - Current studies in computer science on clothing aesthetic evaluation are difficult to be practically applied as fashion is a subjective field affected by various factors, like cultural background, or physical information (e.g. skin color). On the other hand, computer is good at processing logical tasks with clear definition and evaluation index. In this work, we propose a framework which divides the aesthetic evaluation task into three levels, namely apparel harmony, personal compatibility, and personality expression, to reduce its complexity such that computer has great potential to evaluate the clothing aesthetic practically. Each level is clearly defined, and the technic solutions is proposed correspondingly. Initial work with examples is presented to demonstrate the potential of the proposed framework.
KW - Ai-Stylist
KW - Clothing Aesthetic Evaluation
KW - Fashion
KW - Understanding
UR - https://www.scopus.com/pages/publications/85130645208
U2 - 10.21428/5395bc37.a59f1a0b
DO - 10.21428/5395bc37.a59f1a0b
M3 - Conference article published in proceeding or book
AN - SCOPUS:85130645208
SN - 9780578603797
T3 - International Conference on Design and Semantics of Form and Movement
SP - 266
EP - 270
BT - International Conference on Design and Semantics of Form and Movement
A2 - Colombo, Sara
A2 - Lim, Yihyun
A2 - Alonso, Miguel Bruns
A2 - Chen, Lin-Lin
A2 - Feijs, Loe
A2 - Hu, Jun
A2 - Chen, Lin-Lin
A2 - Djajadiningrat, Tom
A2 - Kyffin, Steven
A2 - Özcan, Elif
A2 - Rampino, Lucia
A2 - Ramirez, Edgar Rodriguez
A2 - Steffen, Dagmar
PB - The Hong Kong Polytechnic University
Y2 - 9 October 2019 through 11 October 2019
ER -